MCP servers for ai-agents

ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.

x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg progra

Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is

MCP server for AI agents that need a phone number: order a private number in 200+ countries, read the SMS verification code, hand it back. The widest country coverage in the category, and you can chec

Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zer

Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and signed erasure.

Turn ChatGPT into a local agent runtime. Operate your computer, use local tools, discover MCP servers, and delegate work to your own models through one MCP connection.

Local-first MCP plugin for continuous software-quality review by AI coding agents, powered by Jev.

Open-source, multi-platform harness for AI agents — a native, multi-threaded operator's console (JVM, not Electron) to run Claude Code, Codex, Gemini or OpenCode with a real browser, terminal, editor,

A curated list of plugins, skills, MCP servers, patch/profile layers, orchestrators & UIs for DeepSeek Harness (DSH). Visualization · PPT · Coding · Agents · Loops (auto-research) and more. #dsh

System 1 decision models (Jev, Laya, Cua-S1) as brain for agents: Browser use, computer use, games and robotics

A Geiger counter for AI agents — one read-only command that inventories every agent, MCP server, plugin, and AI extension on a machine

Open-source control plane for Codex projects: Git-backed context, visible agent progress, scoped MCP access, resumable work, and safe handoffs.

Turn arXiv and LaTeX mathematical papers into theorem dependency graphs for AI agents through MCP.

Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.

Search & apply to ~4,700 salary-transparent tech jobs across 7 countries (🇨🇭🇩🇪🇬🇧🇺🇸🇨🇦🇳🇱🇫🇷) from your terminal or AI agent — zero-dependency Python CLI + MCP server + Claude Code plugin

19 open-source MCP servers (308 tools) that give AI agents the Iranian web: Digikala, Snappfood, Jabama, MrBilit, Paziresh24, Taaghche and more. Prices in Toman.

Local-first MCP password and credential manager for AI agents. Use passwords, API keys, SSH identities, and TOTP without exposing hidden plaintext to the model.

Testing and observability for multi-agent delegation, MCP tools, permissions, sandboxed actions, prompts, and workflow replay.

让智能体像人一样学习和工作，共享智能体和项目记忆

Turn scattered notes, docs and transcripts into a queryable Markdown wiki — an LLM knowledge-base compiler with MCP access, no embeddings, self-hosted.

Delta MCP is a free app that sits between your AI apps and their MCP servers: one program per task instead of one tool call per step, up to 24.1× fewer tokens in our benchmarks. Every change is record

MCP-based discovery and judgment layer for Korea’s open data portal—helping AI agents find, compare, and assess datasets with explicit evidence, JSON-LD/DCAT metadata, and versioned deterministic rule

Jev-powered semantic code search for coding agents — find behavior across repositories via CLI or MCP, with exact source excerpts and line numbers.

Open-source cookbook for the Stormy Social Data API and MCP server (Model Context Protocol) — one REST API for the TikTok API, YouTube API, Instagram API, LinkedIn API, X (Twitter) API and Reddit API.

Free, open-source anti-detect browser profile manager: per-profile fingerprint, cookies and proxy, Camoufox and Chrome engines, desktop app, REST API and MCP server for AI agents. Self-hosted alternat

Fast Rust launcher for DeepSeek Harness, with clear Claude Code/Codex migration, model setup and lightweight local tools

Local search across your files, git repos and AI agent sessions on your Mac. An MCP server gives your agents the best context, a 3D map shows your work by topic, and git blame shows who knows what.

AI image and video generation skill for Claude Code and other coding agents — Gemini, OpenAI and Kie AI behind one CLI and MCP server, with EU AI Act content marking.

An end-to-end encrypted channel between coding agents, anywhere

A local video studio for your coding agent. Describe a video in one sentence: your agent directs, your machine renders. Claude Code, Codex, Cursor, Devin and more. No API keys, no uploads.

Native macOS video editor that coding agents can drive: everything the UI does, Claude Code and Codex can do through the bashcut CLI or MCP server. Layered timeline, captions, voiceover, plugins.

A curated list of awesome agentic commerce resources — protocols, MCP servers, tools, apps, APIs and services for AI agents that shop, sell and transact. For store owners, developers, agencies and mar

Neuronto Agentic Resource Discovery (ARD) Index. Federated search across every public ARD registry, plus a verified tool index read from each MCP server's own tools/list, hybrid lexical and semantic r

⚡ The open-source persistent cognitive memory layer for AI coding agents. Stop your Cursor, Claude & Copilot from having amnesia.

AI goes multiplayer. A self-hosted workspace for people and machine people. Create, code, and work together across desktop, mobile, and web. Open source. MIT licensed.

Free, open-source MCP server that gives AI coding agents (Claude Code, Codex, Cursor, OpenCode, ZCode…) design inspiration from award-winning websites — search with real screenshots, pull design DNA,

Your feedback layer for AI collaboration. Point at anything on your Mac - text, screenshots, web elements, or voice - and your agent reads and resolves your comments over MCP.

Annotate a running iOS simulator in your browser, and hand the notes to your coding agent.

Mintlify Index: retrieval engine and MCP server. Install: npx mint index

Search 200M+ patents and scientific literature in natural language directly inside Claude, Cursor, or any MCP-compatible AI tool. Powered by PatSnap's global R&D intelligence database.

TypeSafe Jev for DeepSeek Harness, the Model Context Protocol, and plain Node: typed judgments instead of prose, offline by default.

SEO & GEO MCP server for Claude, Codex, Cursor and any MCP client: Search Console, GA4, PageSpeed, Core Web Vitals, structured data, llms.txt, AI crawler checks, WordPress (Yoast, WP-CLI over SSH), Gi

See what your coding agent actually did. A desktop pal and notch for Claude Code, Codex, Cursor, Gemini CLI and any agent: test results read from the output, faked passes caught, Claude Code sent back

Open-source MCP server for discovering fast-growing internet conversations with Bubble Agent

A lightweight, Git-backed permanent memory for AI agents.

Catch intent conflicts before code conflicts. The open-source coordination protocol for coding agents, built above Git.

Android emulator & ADB GUI for Mac: dark mode, font size, RTL, TalkBack, network, GPS, Layout Inspector in dp. Built-in MCP server lets Claude Code, Codex and Cursor drive the emulator.

Free proxies that actually work: 700+ sources, every hit verified (honeypots, injected scripts, TLS), a live list every hour, a rotating proxy server and an MCP server for AI agents.

ARC-DRAW is an SAP-aware Model Context Protocol (MCP) server for SAP Solution Architects. You describe an architecture in plain language; the AI agent places the correct SAP BTP icons and follows the

MCP server serving Apple Human Interface Guidelines as structured design tokens for AI coding agents — post-WWDC25 system colors, Liquid Glass constraints, SwiftUI mappings.

Verifier-backed USDC escrow for AI agents: signed orders, evidence hashes, Polygon deposits, and deterministic settlement.

Security control plane for AI agents — identity and delegation, capability policy, data-flow taint and a live audit trail, enforced over MCP. Guards a real Claude Code end to end.

Independent, source-backed handbook for DeepSeek AI's official DeepSeek Harness (dsh): agents, plugins, security, troubleshooting, and runbooks.

Let the scripts your coding agent writes call your connected MCP servers (no extra auth)

Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM models work). MCP serve

Typed judgment tools for MCP agents. TypeSafe's Jev model as verify, screen, find, classify, rerank, decide, compare, extract, review, gate, and score: the model judges, policy decides auto, review, o

Give the agent "this" and he gets a real PC.

Claude Code / Codex / pi plugin that hands agent steps needing no text output to Jev (TypeSafe's judgment model) — measured p50 ~230 ms and ~$0.02 per 1,000 judgments, with typed escalation back to th

Command-line tool for TypeSafe AI's Jev model. Ask yes/no, multiple-choice and rubric questions about any text and get calibrated probabilities back. Answers become exit codes for shells and CI, JSON

Typed long-term memory for AI agents. One core, an MCP server, and a Hermes plugin.

Email inbox API for AI agents, self-hosted on Cloudflare Workers. Open source, with an MCP server. AgentMail alternative.

⚙️ Industrial-grade pure TypeScript STL ➔ 100% Watertight Solid STEP AP242 B-Rep & CAD Features JSON engine with built-in MCP server for AI agents. Features exact Gauss-Mirtich 3D inertia, ISO threads

Self-hosted AI social media studio: one piece of material in, platform-native posts out. Format router, self-critique, pre-publish risk gate, real OAuth publishing. Web app + CLI + MCP server + agent

Control a running Godot 4.7 editor and game directly from the terminal. Includes a Go CLI, editor addon, 312 commands, and an MCP server with dynamically generated tool schemas.

MCP server that watches video footage and returns license-safe BGM matches, hook windows, and ffmpeg ducking specs for agents.

Stateless governance proxy for MCP (2026-07-28): policy, dry-run, human confirmation, audit, tracing

Build beautiful games with high-quality 3D assets using Thrixel and Claude Code.

MCP server and Claude skills for PPC landing pages, A/B experiments, and first-party conversion tracking. Build Google Ads and Meta pages, run cross-domain experiments, and pull CRO reports via the UX

MCP server and CLI that crawls websites for AI agents: finds the answer page 2x more often than Crawl4AI, 10x cheaper per answer than letting Claude crawl.

Give ChatGPT a real terminal on your Mac. Open-source MCP bridge for shell, files, PTY sessions, jobs, and Codex history.

A production-grade Model Context Protocol (MCP) server. Empowers AI assistants (Claude, Cursor) to search, fetch, and analyze Reddit discussions with resilient rate-limiting and smart LLM noise filter

A semantic, transactional, replayable MCP control plane that lets autonomous AI agents operate Dwarf Fortress as a long-lived civilization. Safe-Rust phase-0B scaffold: MVCC world state, witnessed sem

Kether-governed AI agent orchestration with Pi/MCP, isolated workers, LSP tools, and a portable Windows/WSL2 installer

MCP server + browser sidecar extension that lets AI agents run Google AI Mode searches using your own logged-in browser session

Tested MCP server, MCPB, Docker, and OpenAPI for annotated post-trade candlestick charts from broker or exchange fills.

Zero-trust security gateway between AI agents and MCP servers: scoped capabilities, redaction, rate and cost limits, and verifiable session logs.

Screens an AI agent's tool calls before they run and tool results before the agent reads them. An MCP proxy plus a hooks adapter for a client's built-in tools.

Make videos with your coding agent: pick a style, then point at the frame and say what to change. Works with Hyperframes, Remotion or any video tool, over MCP.

Procedural writing-style skills for AI agents: official frameworks (plain language, business writing, GOV.UK, AP style, STE-100, developer docs) + character voices. Agent Plugins 1.0.0, works in openc

Turn the agent CLIs you already use into shared services your whole team can call. Natural-language-driven agent orchestration for Claude Code, Cursor Agent, and OpenAI Codex.

Software engineering discipline grounded in named primary standards (OWASP, ITIL, IETF RFCs, ISO, BABOK, SBAR, and more), shipped as a Claude Code plugin and an MCP server.

Deterministic, local-only audit reports for Claude Code AI agent sessions. Rust + SQLite. Zero network calls. MCP server for agents.

Hand a whole browser task off in one call: a decision model drives the page server-side, so a flow costs one call, not a turn per click. Ref-based element tables, code-checked assertions, zero-model m

Android automation from code. Test your apps on real phones, script the tasks you repeat, run a shelf of phones, or let an AI agent use one, from Python, Node.js, the CLI, HTTP or Appium clients. No A

面向可信个人开发机的 MCP 编程运行时：Agent Transport、Windows Workbench、证据优先的项目连续性 | Personal-workstation MCP coding runtime

2Captcha MCP server for AI agents with web search, web scraping, browser automation, captcha solving, and scalable web data collection.

Compile an API, an MCP server, a database or a web page into a CLI your agent can run. Ten engines, one output contract, 4.1x less context than raw MCP.

16 reusable skills and 6 agents for Codex, Claude Code, Cursor, OpenCode and Grok Bot: Humanizer, ML debugging, PR review and Skill Watch.

Lighthouse-style audits for AI-agent readiness, LLM crawlers, MCP clients, and the agentic web

Free web search and page fetching for agents. Hosted MCP, no API key required.

A Schema-first agent layer for Foldkit: project an application's Model and Message union into one contract, then expose it through WebMCP, MCP, or in-app agents.

MCP server for Yelp: business search, place details and the full review feed as JSON. Hosted, no Yelp Fusion key. 1,000 free credits every month.

MCP server for Glassdoor: search job listings by keyword and location, read one posting in full with the employer rating and the salary figure with its provenance. 1,000 free credits every month.

MCP server for Facebook: a public page or profile by handle with likes, followers, contact details and the post feed with reactions. No Meta developer app. 1,000 free credits every month.

Ship iOS and Android apps from your AI agent. MCP server for App Store Connect, Google Play Console and Expo EAS.

Cross-agent coordination for AI coding agents. One daemon, one database — so multiple agents in one repo can see each other's plan, tasks, and file claims.

Files you own. Memory your agents can trust. Also: your AI won't gaslight you about what's in your own notes anymore.

MCP server that turns the pi coding agent into a steerable background worker: delegate a task, redirect it mid-run, and keep its context out of your own.

MCP server for Bing search: organic results, the ad block and the Copilot answer, with geo, market and language targeting. No Azure subscription. 1,000 free credits every month.

MCP server for Yellow Pages: search local businesses by keyword and location, read one listing in full with services, brands and payment methods. 1,000 free credits every month.

MCP server for Walmart: keyword and category search, product pages with the buy box and other sellers, and the review feed with its filter block. 1,000 free credits every month.

MCP server for Redfin: search for-sale, for-rent and sold listings with the full filter set, and read one property page in full. No MLS licence. 1,000 free credits every month.

MCP server for Shopify storefronts: pull the public product catalogue and collections of any store by URL, with variants, SKUs and prices. No app, no merchant token. 1,000 free credits every month.

MCP server for Google Scholar: search papers with Scholar operators, year ranges, cited-by and all-versions lookups, plus citations in five styles with BibTeX export. 1,000 free credits every month.

A shared to-do list for you and your AI coding agents

Guide pédagogique non officiel en français sur REA (Reverse Engineer Anything) : analyser des applications et des binaires avec un agent de code via MCP et CLI, Hopper ou Ghidra, preuves à l'appui. In

Your coding agent gaslights you. GODKILLER doesn't. Disk gates > vibes. claim_done only after verify.

The execution safety layer for AI agents.

Amazon MCP server by HasData: keyword search, product details, seller profiles and seller catalogues, as JSON.

MCP server for Google Images: image search with size, colour and type filters, 100 results a call with the source page and the full-resolution URL. 1,000 free credits every month.

MCP server for HasData's Web Scraping API: fetch any public URL through managed proxies, render JavaScript when needed, and get markdown, text, HTML or structured JSON. From 1 credit a call.

mcppls — a C++20/23 modules language server: one set of module semantics on GCC, Clang, MSVC and MinGW, for editors (VS Code, Zed, CLion, Neovim), AI Agents (MCP) and CI

Stringhand gives AI agents a pair of hands for the guitar.

In-memory graph database and Gremlin traversal engine in Rust: browser playground, CLI, MCP server for AI agents, durable store, Python bindings.

Visual verification browser for AI coding agents: daemon-based WebKitGTK, real rendering, ~13ms window spawn

Official TipRanks MCP server — live analyst ratings, Smart Score, technicals, options, insider/hedge-fund activity, ETFs, and your TipRanks portfolios for AI agents. Hosted at mcp.tipranks.com/mcp/.

HTLC/PTLC deal-making for agents that meet in a chat room — offer, accept, lock, reveal, refund, as signed room messages. The room coordinates; a settlement rail holds the money. Alpha: no rail holds

Baron Munchausen — local memory for coding agents that outlives the chat, with a verdict on every answer. Public alpha.

Let AI agents use the software that has no API: back offices, intranets, dashboards, plus API files, spreadsheets and databases, as MCP tools.

MCP server: turn narrated screen recordings into agent-ready data — local Whisper transcript, scene keyframes, OCR, wall-clock anchoring. Record your screen, talk — your AI agent files the bugs.

A terminal AI agent you can fully undo - every file and shell action is snapshotted and reversible. Model-agnostic (any LLM), and connects to 1000+ app tools and MCP servers.

Token-efficient facade and Codex skill for MCP for Unity: 96% smaller measured tool-schema surface, compact results, batching, and recovery.

ChatGPT <-> Codex bridge: local coding agents ask ChatGPT for advice, and ChatGPT can inspect or steer your running Codex sessions. No API key.

Gives AI coding agents exactly the code they need instead of whole files. Semantic code graph, impact analysis, and MCP server in one static Rust binary.

A self-hosted home for your team’s AI-generated pages and documents. Publish HTML, build folders, ZIPs and PDFs as sandboxed, versioned links. CLI + remote MCP for AI agents.

Remote hands for coding agents: an MCP server that runs OpenCode / Claude Code / Codex work on a remote host over SSH, keeps credentials and the local machine closed, and audits everything

A Model Context Protocol (MCP) server that gives AI agents live, stateful Windows RPC attack-surface research, built on James Forshaw's NtObjectManager (NtCoreLib).

Brakes for your AI agents: every tool call is checked against your rules, held for human approval when risky, and recorded in a tamper-evident audit trail. Works with Claude Code and any MCP app.

Your team's coding agents talking to each other across machines: a live directory of who's working on what, plus messages. Peer to peer, no server.

MCP server that lets AI agents operate Moodle: courses, assignments, forums, grades and files-as-markdown.

Open-source client SDKs (Python, TypeScript, Go), CLI, API docs, and prebuilt binaries for the Mneme agent cognition runtime (memory, context, ontology, knowledge). Apache-2.0.

Local-first, project-aware memory MCP server for Claude Code, Codex, and other AI agents, with Obsidian and an owner dashboard.

Backend SDK for creating and managing Web3 AI agents with auto-provisioned Abstraxn server wallets.

App Store Optimization for AI agents. Connect Claude Code, Cursor, Codex or any MCP client to your App Store rankings, keywords, competitors and reviews.

OOMOL Connector for DeepSeek Harness—discover connected apps and execute Actions through progressive MCP discovery without exposing provider credentials.

改配置+重启才能加 MCP？DeepSeek Harness (DSH) 插件「技能配置」解决：设置页粘贴 JSON 即连 MCP 服务器、热加载免重启；上传 zip/.skill 自动识别 SKILL.md，创建/编辑/启停技能，即点即用

A cross-platform desktop app for doing local code reviews of your own git repositories. Single user, single machine, no server, no account.

The AI-operated escrow court and reputation protocol for the agentic economy.

Keep the signal. Cut the noise. Local CLI + MCP — fold verbose tool output for Claude Code, Codex, Cursor & Desktop.

Develop and debug FoloToy AI Passport firmware without the device: an ESP32-C3 emulator that runs unmodified ESP-IDF images in the browser (WebAssembly) or on macOS and Windows, with a CLI and an MCP

GitHub-native Loop Engineering skill: evidence-gated Issues and Projects workflows over the official GitHub MCP Server.

One MCP server that fronts many MCP servers + Skills behind a small tool set and routes to the best one, keeping an agent's context tiny. Migrate your Claude Code MCPs/skills behind it.

Memory that forgets: a persistent, self-revising belief-state MCP server for agentic R&D. Uses a hypothesis DAG to auto-prune dead ends and deduce truth without extra probes.

Local-first MCP server: give ChatGPT & friends grounded, current context on the repos your coding agents work in. Live git, docs, tasks, agent handoffs.

Local-first, MCP-native tool for modelling software architecture. C4-style semantic model, React Flow editor, SQLite, single container — a self-hosted Structurizr alternative your AI client can edit o

MCP server that gives your AI coding agent a map of your polyglot codebase — reverse dependencies, gRPC tracing, event/topic flows, and doc search, without burning context. Single local Rust binary, n

Keep the signal. Cut the noise. Local CLI + MCP — fold verbose tool output for Claude Code, Codex, Cursor & Desktop.

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

A DAW for AI agents: write music as text, read the audio back as text. MCP server, CLI and an agent skill.

Agents can't skip steps: an MCP server that runs gated, API-only stepfiles on the client's own model.

Self-hosted email MCP server & REST gateway: give each AI agent its own IMAP/SMTP mailbox with sender/recipient allow lists, HTML-to-Markdown, attachments and calendar invites. One Docker container.

ros2-mcp — MCP server for AI agents to inspect and control ROS2

Awesome GenPark AI Agent Skills - Curated list of 500+ production-ready open-source AI agent skills, MCP servers & LLM tools.

Role-playing autonomous agent orchestrator managing crews (CrewAI style)

Real-time neural 3D asset generator and PBR texture synthesizer (Luma Genie style)

Multivariate ad creative fatigue auditor & refresh triggers (AdEspresso style)

A Model Context Protocol server for persistent project-specific AI agent context.

Personalized video sales outreach script & storyboard planner (Tavus style)

MCP server for building, running and live-testing FiveM servers: RCON + DevCon protocol (reverse-engineered from CitizenFX, live-verified), game-window automation and the mcpb bridge.

MCP server and design skill that grounds coding-agent UI work in real product screens. Two tools, npx-installable.

Zero-bloat distributed vector memory, hardware-enforced domain firewalls, and NAT-traversing execution mesh for multi-instance Hermes agent fleets.

Zero-dependency System One decision harness: 5 semantic gates saving frontier AI agent tokens on trivial errors & doom loops. Python + TypeScript + Rust. MCP-compatible.

x402 risk-check provider: signed pre-payment verdicts — OFAC, phishing feeds, transaction simulation, drainer-kit code, and our own EIP-7702 kit watch (poisoners, sweepers). $0.001 per check with prep

MCP server that lets AI agents (Claude, Codex) build complete Counter-Strike 2 maps: geometry, materials, lighting, entities, mechanics and scripts. It compiles with Valve's tools, tests the map in CS

Local credential control for AI coding agents.

The context graph for agentic GTM teams. Unify the data scattered across your GTM tools into one identity-resolved account any agent reads in a single call.

MCP server that drives Google Flow (Veo / Nano Banana) through its internal tRPC API, with a hard credit-cost gate

A tiny, universal memory engine for humans and AI agents — CLI, HTTP API, MCP server, and shared memory hub in one small Go binary

The provenance-first personal graph engine behind Wend. A typed graph of people, organizations and events where every fact carries a source, every AI write is a human-confirmed proposal, and any MCP-c

Tracking my journey into AI engineering, one module at a time. Fundamentals to agents, with hands-on projects. Open to all.

Enterprise AI agent control plane & cost governor (Cohesor style)

Self-driving software agent & error self-healing runner (Coldtea style)

Social media video/image ad copy & creative asset generator (AdAnt style)

Voice-first dictation & multimodal note synthesizer (Wispr style)

Agentic dev environment orchestrator & PR review agent (Xirp style)

Cross-modal brand visual identity & multi-platform ad matrix planner (Omniwork style)

Visual canvas workflow node generator & DAG layout synthesizer (Nuphos style)

Autonomous sales pipeline stage velocity & deal outcome forecaster (Outcome style)

Edge hardware model quantizer, 4-bit tensor adapter & on-device engine (Soup CLI style)

Local LLM fine-tuning orchestrator & GPU memory profiler (Unsloth style)

High-throughput agent artifact cache & snapshot checkpointer (BearDrive style)

Agentic software engineer for full-stack application synthesis (LaraCopilot style)

Inline cursor context intelligence, instant text rewriter & screen assistant (Attyn style)

OpenTelemetry distributed tracing & latency profiler for agent pipelines (TraceLLM style)

Multi-agent collaborative bug reproduction & patch synthesizer (Muse Code style)

Database schema & query results transformer into high-density LLM context (Polygres style)

Open-source voice agent pipeline builder with streaming ASR & TTS (Dograh style)

Composable plug-and-play agent harness dispatcher dynamically linking tools

Approval-first AI agent OS for human-in-the-loop autonomous workflows (Soloop style)

Autonomous AI teammate delegation manager & task scheduler (Grok Bot style)

Natural language to end-to-end browser test generator & validator (Kane CLI style)

Agentic decision provenance & cryptographic audit trail logger (Semantica style)

Desktop GUI action recorder & RPA macro generator replay engine

Voice-to-action semantic intent parser & webhook dispatcher (Wispr Action style)

Cloud-hosted multi-LLM agent cluster coordinator & sandbox (AgentSky style)

Command-line terminal agent for automated scaffolding & vibe coding (Kane CLI style)

Visual screen screenshot analyzer & blackboard diagram explainer (Attyn Blackboard style)

Secure AI agent file sharing & virtual workspace drive (BearDrive style)

Autonomous AI PR reviewer & security taint analyzer (Ito style)

AI-native CRM automating lead scoring & relationship management (Lightfield style)

Proactive founder calendar negotiation copilot & meeting triage (Hey Noah style)

Neural avatar stylization & photo-to-anime transformer (AI Mirror style)

Automated CI/CD AI regulatory compliance scanner & model risk auditor

AI-native DevOps workspace, Terraform IaC synthesizer & drift detector (Nuphos style)

Multimodal generative art prompt synthesis & diffusion renderer (SeaArt style)

Real-time LLM inference throughput profiler & benchmark (Inferock Bench style)

Enterprise agent execution environment & permission boundary governor (Tines style)

Repository-wide codebase migration agent & AST modernization refactorer (Fleet style)

Multi-agent git commit graph visualizer & branch conflict coordinator (GitLens style)

Enterprise issue-to-code contextual graph linker & impact analyzer (Atlassian Context style)

Distributed edge AI operating system scheduler & worker router (Cloudflare OS style)

Interactive conversational mind map generator & tree structuring (ChatMind style)

High-fidelity AI photo enhancement & super-resolution upscaler (Fotor style)

Text and image to 3D polygon mesh generator & glTF synthesizer (VAST 3D style)

Real-time duplex voice call sentiment interceptor & script adapter (Dograh style)

Intelligent file routing, dynamic categorizer & cloud sync (FileRouter style)

Viral social ad variant generator & hook resonance predictor (AdAnt style)

One-click autonomous agent fleet deployer & container orchestrator (BetterClaw style)

Conversational candidate screening & voice interview agent (Talvo style)

Autonomous CI/CD build failure diagnosis & self-healing patch generator

AI code vulnerability scanner & AST taint patcher (VulX style)

Real-time cross-provider LLM price-performance cost estimator & dynamic router

Self-driving web application action driver & headless browser agent (Coldtea style)

Agentic QE, self-healing test automation & coverage matrix (TestMu style)

Conversational spec-to-fullstack code generator (Vibe Coding style)

Multi-agent desktop creative workflow scheduler & batch asset exporter (Omniwork style)

Autonomous GitHub PR issue diagnosis & self-merging code fixer (Gitar style)

Distributed multi-agent debate & consensus builder (Agent Consensus style)

SaaS customer churn risk scorer & proactive retention dispatcher

Model-agnostic agent harness switch & provider fallback manager

Ultra-low-latency real-time voice dictation & meeting memo synthesizer (Wispr style)

Interactive terminal-first developer agent (Claude Code style)

No-code interactive 3D and XR spatial scene generator (Ctruh style)

Full-duplex streaming voice agent pipeline (Dograh style)

Autonomous AI video/voice sales demo presenter & objection closer (SalesCloser style)

Autonomous E2E test flakiness detector & regression isolator

Autonomous LLM agent failure circuit-breaker & state rollback orchestrator

Conversational user research transcript analyzer & thematic insight clusterer

Agentic dev workspace & live telemetry feedback loop (Xirp style)

High-throughput webhook payload schema extractor & event routing dispatcher

Multi-repo complexity scorer & architectural change risk estimator (Clears style)

Fast unstructured PDF & multi-column table extractor to Markdown/JSON

Universal Model Context Protocol (MCP) gateway adapter for Claude/Cursor agents

Tagless personal memory stream & timeline extractor (monolog style)

Automated synthetic instruction tuning dataset generator with Alpaca schemas

Algorithmic market signal parser & risk-constrained order executor (OpenTrade style)

Real-time webhook failure triage & root cause analyzer (HookLens style)

High-efficiency LLM prompt context compressor & API cost reducer

Real-time LLM prompt injection, jailbreak & sensitive extraction firewall

Multi-agent supervision supervisor & loop intervention governor (Omni style)

Affiliate creator discovery engine & commission negotiator (Influx style)

AI code reviewer that sandboxes & executes PR diffs before merge (Ito style)

Real-world agent task evaluation & benchmark harness synthesizer (oqoqo style)

Multimodal document layout parser converting complex multi-page PDFs into structured JSON (Docsumo style)

Autonomous logistics dispatch and multi-agent vehicle route optimization engine (FarEye style)

Parallel autonomous agent runner executing multi-branch code refactoring tasks (Kilo Code style)

Least-privilege ephemeral runtime sandbox for autonomous agents with syscall filtering (nono style)

Multi-agent SOC alert triage and incident investigation orchestrating telemetry analyzers (Intezer style)

Autonomous database query plan analyzer and index tuning engine detecting sequential scans (pganalyze style)

Self-healing test automation framework repairing broken UI selectors and generating fix PRs (Qodex style)

MCP schema resolver and federation gateway providing sub-10ms tool discovery and caching (Unabyss style)

Code docstring and API interface contract generator inferring types (Speakeasy style)

Async LLM connection pooler and token bucket rate limiter (PgBouncer AI style)

Real-time acoustic voice interruption and turn-taking manager with sub-150ms speech cutoff (Vapi style)

Semantic Git merge conflict resolver analyzing AST changes across branches (GitKraken style)

Email security and domain brand protection auditor verifying SPF, DKIM, DMARC policies (Red Sift style)

Real-time network telemetry analyzer and DDoS mitigation engine detecting L7 floods (Cloudflare AI style)

Customer journey friction and churn signal detector with proactive CSM workflows (Gong style)

Differential privacy synthetic data generator producing statistically identical test datasets (Gretel style)

Market-based multi-agent task auction and bidding orchestrator (TaskGen style)

Flaky test detector and isolation sandbox identifying non-deterministic CI failures (Trunk AI style)

Asynchronous agentic tool execution dispatcher with real-time acoustic cues (Voiceflow V4 style)

Automated prompt injection red-teaming vulnerability scanner evaluating OWASP LLM01 compliance (Lakera style)

AI video agent converting long-form webinars into viral 9:16 vertical shorts with hook detection (Vizard style)

AI ambient scribe converting clinical encounters into structured SOAP notes with ICD-10 coding (G2 Ambient AI Scribe)

Agentic data pipeline observability engine detecting schema drift and null rate spikes (Monte Carlo style)

Autonomous agent goal decomposer breaking objectives into tool-assigned subgoals with critical path planning (SuperAGI style)

Prospect intent scoring and pre-warm outreach sequencer analyzing buying signals (Fuzzy AI style)

Independent LLM API cost auditing engine verifying token counts and billing discrepancies (Inferock style)

Git-native API contract testing and mock server engine with automated schema assertions (Bruno style)

Natural language to optimized SQL engine with AST query plan tuning and performance indexing (DbVisualizer AI style)

AI SRE platform deduplicating alert noise 96%+, correlating root signals and auto-executing runbooks (G2 AI SRE Tools)

Real-time security guardrail enforcer for agent call chains intercepting tool cascades (AppSentinels style)

Customer feedback intelligence clustering support tickets into linked engineering issue graphs (DevRev style)

AI DevOps workspace evaluating canary deployments against live telemetry metrics (Nuphos style)

AI compliance assistant reviewing financial documents against MiFID II, SEC and FINRA frameworks (G2 FinServ AI)

Code supply chain security scanner detecting malicious packages, typosquatting and CVEs (Socket style)

Neural audio enhancement and stem separation engine removing reverb and isolating multi-tracks (Descript style)

Secure agent automation with full audit trail, human approval gates and compliance-grade orchestration (Tines 3B style)

AI Kubernetes cluster diagnostic operator triaging pod crashes and resource starvation (Botkube style)

Enterprise AI DLP gateway enforcing zero-trust PII masking and regulatory compliance on LLMs (Credal style)

Codebase semantic sync engine detecting git diffs and eliminating documentation drift (Mintlify style)

AI security questionnaire and RFP auto-responder grounding responses in SOC 2/ISO policies (AutoRFP style)

Privacy-first cookieless event stream analytics engine with funnel anomaly detection (Open Analytics style)

AI proposal generator creating hyper-personalized sales proposals predicting win rate lift (G2 AI Proposal Generators)

High-throughput web content extraction engine converting pages into clean LLM context (Context.dev style)

Synthetic user persona usability simulator running autonomous UX journeys to uncover design friction

Persistent cross-session agent memory engine with importance weighting and decay pruning (Mem0 style)

GenPark skill

Prompt-to-fullstack app synthesizer generating React components, API routes and schemas (Lovable style)

Cloud data warehouse cost engine tracking query spend spikes and unpartitioned scans (Select.dev style)

Local hardware AI agent access governor enforcing scoped filesystem, permissions and quotas (Plow Latch style)

Multimodal video semantic search engine indexing video frames and audio to extract timestamped clips (Clipto style)

Real-time multilingual voice translation and dubbing pipeline with sub-500ms latency (LiveKit style)

MCP server gateway eliminating tool-list bloat by injecting only task-relevant tools into agent context (Toolport style)

Privacy-first data anonymizer and synthetic dataset generator compliant with GDPR, CCPA, HIPAA Safe Harbor

AI revenue forecasting engine analyzing pipeline variance by segment and flagging Q close slippage risks

Visual node-based AI workflow orchestrator with self-hostable execution & multi-agent subgraph routing (n8n style)

AI resume evaluator scoring candidates against structured job scorecards with hire recommendations

AI sales roleplay coach simulating buyer personas, scoring objection handling & generating rep improvement plans

Agentic QE platform automating full-stack test plan creation, execution and release gate decisions (TestMu AI style)

AI construction material takeoff estimator: parses plans & generates cost summaries (Handoff AI style)

AI supply chain demand forecaster and inventory optimizer reducing stockouts and overstock waste

OpenTelemetry-grade LLM production trace collector, latency profiler & prompt regression debugger (TraceLLM style)

Autonomous AI marketing agent planning, launching & optimizing full-funnel campaign lifecycles (G2 Marketing Agents)

AI customer health scorer analyzing usage signals, predicting churn probability and triggering CS playbooks

Autonomous B2B brand growth agent that sources new media creators & orchestrates partnership campaigns (Astute style)

AI global trade data analyzer: maps supplier/buyer networks & monitors competitor shipments (TradeInt style)

AI DevOps incident postmortem root cause analyzer generating MTTR metrics and action item reports

Self-hosted voice AI agent infrastructure builder for inbound/outbound calling with STT, TTS, LLM routing (Dograh style)

Production-grade high-volume voice agent orchestrator with warm human transfer & CRM telephony sync (Retell style)

AI presentation architect converting raw data into structured slide decks with speaker notes (G2 Presentation AI)

Hybrid tabular, graph & semantic vector query router over Postgres for AI agent context retrieval (Polygres style)

Meeting bot unified API joining calls, capturing real-time transcripts and pushing signals to CRMs (Meetstream style)

AI multilingual translation quality validator checking accuracy, terminology and UI truncation risks

AI contract analyzer extracting risk clauses, scoring legal exposure and generating negotiation recommendations

AI-powered API mesh connector for real-time cross-platform data integration and bidirectional sync

No-code voice AI flow designer with industry templates & white-label reseller packaging for agencies (Synthflow style)

AI social ad creative engine for multi-variant high-converting ad copy & CTA A/B testing (AdAnt AI style)

Autonomous AI agent cloud deployment scheduler: migrates local agents to cloud & manages long-running jobs (Omni style)

AI product roadmap RICE/ICE prioritization engine ranking features and generating sprint recommendations

Agentic financial crime detector: flags AML/fraud patterns & generates regulatory SAR draft reports

AI web scraper builder from plain-English with self-healing selectors that auto-adapt to site changes (BrowserAct style)

Agentic IDE orchestrator unifying design tokens, code generation & Git commits (Shape style)

Waterfall B2B lead enrichment & buyer intent scorer (Clay style)

Sales call revenue intelligence & objection analyzer (Gong style)

AI meeting note taker, transcript summarizer & CRM deal field sync executor (Fireflies/n8n style)

Parallel PR cloud sandbox provisioner for concurrent AI coding agent PR work (Hoplite style)

Natural language to structured E2E browser & mobile test suite generator (Kane CLI style)

Real-time multilingual livestream host teleprompter & Q&A assistant

Voice command transcription & structured autonomous action dispatcher (Wispr Flow style)

Engineering sprint cycle bottleneck & PR review predictor (Linear style)

Podcast filler word remover & viral clip smart cutter (Descript style)

Proactive AI executive assistant for meeting scheduling & agenda synthesis (Hey Noah style)

Autonomous support ticket resolution & action executor (Intercom Fin AI style)

Human-in-the-loop approval gate for autonomous AI agent task execution (Soloop style)

Autonomous website pre-launch QA agent that crawls, tests & generates bug reports (Superflow style)

AI SDR agent that de-anonymizes visitors, scores fit & triggers outreach sequences (Clara AI style)

Viral multi-platform social ad copy & creative variant synthesizer (AdAnt style)

Cross-border brand UGC viral content synthesizer & ROI optimizer

Livestream e-commerce multi-room monitoring & GMV sales optimizer (LiveLab style)

Conversational recruiter notetaker & candidate competency matrix scorer (Candit style)

Multi-language short-form video script generator & cultural nuance adapter

Multi-platform creator attribution analytics & conversion tracking engine

Database schema relational graph to LLM context window compressor (Polygres style)

Localized creator PR outreach & digital media amplification orchestrator

LLM distributed trace analyzer & latency bottleneck detector (TraceLLM style)

Global creator network campaign matcher & ROI predictor (SparkFly style)

Omnichannel social shop product catalog synchronizer (ShopSync style)

High-throughput social ad creative & storyboard synthesizer (Tec-Creative style)

Instant autonomous agent sandbox container provisioner (BetterClaw style)

Multi-step autonomous agent workflow decomposition & task planner (Grok Bot style)

Self-custody LLM API key usage meter & token budget governor (Lettertrace style)

AI-native DevOps workspace & autonomous cloud drift remediator (Nuphos style)

Dynamic AST code review sandbox & runtime execution validator (Ito style)

Chunked prefill speculative inference server with paged KV cache (vLLM style)

Earned Media Value (EMV) econometric ROI synthesizer (Captiv8 style)

Programmatic landing page CRO variant synthesizer & A/B testing (Unbounce style)

Automated benchmark patch verification harness & fail-to-pass matrix (SWE-bench)

Cross-platform creator audience demographic matcher (Grin / CreatorIQ)

Multiresolution editorial book cover typesetter & spine calculator (AI Book Cover)

Vector promotional poster and banner layout synthesizer & golden ratio (AI Poster)

Lightweight multi-agent routine handoff orchestrator & tool swapper (Swarm style)

Symbolic step-by-step mathematical proof solver & LaTeX engine (AI Math Solver)

Ultra-lightweight 82M edge neural speech synthesizer & 20x RTF TTS (Kokoro style)

Zero-shot cross-lingual voice cloning translator & lip-sync engine (HeyGen style)

Test-time compute search tree verifier & reward model pruner (o3-mini style)

Screen UI bounding box and icon parser & Set-of-Mark coordinates (OmniParser)

Venture pitch deck narrative synthesizer & TAM market modeler (AI Pitch Deck)

Automated enterprise case study ROI evidence synthesizer (AI Case Study)

Corporate identity stationery and business card synthesizer & NFC (Business Card)

Multimetric rhyme cadence rap lyric synthesizer & MIDI rhythm flow (AI Rap)

Duplex telephony voice agent turn orchestrator & SIP dialer (AI Phone Call)

Creator rate card CPM valuation estimator (Mavrck / Traackr)

Event invitation and greeting card vector typesetter & die-cut mask (AI Invitation)

Multi-source competitive market intelligence synthesizer (Market Research Tools)

Repository scoped agentic rule indexer & architecture guideline injector (Cursor Rules)

Causal flow high motion video diffusion synthesizer (Wan2.1 style)

Paged attention virtual memory allocator & non-contiguous KV cache (vLLM style)

Open model registry & license compliance auditor (OpenCSG Starship style)

Hierarchical multi-agent consensus research engine & refutation validator (DeepResearch)

Zero-trust terminal session multiplexer & WebRTC streamer (Share Terminal)

Creator paid ad whitelisting token broker & Spark Ads (Lumanu style)

Deterministic tool-call guardrail firewall & injection interceptor (NeMo Guardrails)

Spaced repetition Anki flashcard synthesizer & SM-2 algorithms (AI Flashcard)

Viral sentiment velocity crisis sentinel & PR holding statement (Talkwalker)

Dynamic browser sandbox E2E test synthesizer & HAR verifier (Playwright style)

Event-driven omnichannel lifecycle nudge dispatcher & SMS push (Klaviyo style)

Flash-attention dense passage ranker & sequence embedding extractor (Hugging Face TEI)

Influencer affiliate attribution conversion aggregator (Impact.com style)

Group Relative Policy Optimization (GRPO) engine (DeepSeek-R1 style)

LinkedIn carousel growth narrative generator & PDF slide deck (Carousel Generator)

Neural speech codec full duplex dialogue engine & live audio streamer (Moshi style)

3D Gaussian splatting radiance field reconstructor (3DGS / PostShot style)

Visual DAG agent workflow tool chainer & state checkpointer (Dify / Flowise style)

Joint-embedding predictive architecture (JEPA) world representation (V-JEPA style)

Semantic clipboard history vector buffer & secret redaction (Clipboard Manager)

Stateful autonomous AI employee lifecycle supervisor & task worker (AI Employee)

OS GUI desktop automation vision agent from screenshots (Computer Use style)

Marketing Mix Modeling (MMM) adstock & saturation estimator (Robyn style)

Cross-encoder reranker document store engine for high precision RAG (Haystack style)

Dual-track vector quantized acoustic codec & low-bitrate neural audio (Fish-Speech)

Pedagogical lesson plan curriculum synthesizer & Bloom objectives (AI Lesson Plan)

Procedural AST flowchart & logic diagram synthesizer (AI Flowchart Generator)

Prompt to 3D CAD STEP solid generator & B-Rep synthesizer (Text-to-CAD style)

RL mathematical reasoning synthesizer & step-by-step theorem prover (DeepSeek-R1 style)

Creator audience authenticity anomaly auditor (HypeAuditor / Modash)

Adaptive periodized workout fitness regimen synthesizer & RPE curve (AI Workout)

Hierarchical corporate organization chart synthesizer & DAG tree (AI Org Chart)

Lightweight local model daemon lifecycle manager & hot-swapper (Ollama style)

Cryptographic verifiable credential certificate builder & Merkle hash (Certificate)

Spatial semantic interior design layout synthesizer & 3D floorplan (AI Room Design)

UGC licensing rights ledger & creator media clearance (Bazaarvoice / Tagger)

Neural audio stem separation and remastering engine (Demucs / Moises style)

Autonomous inbox triage email dispatcher & smart responder (AI Email Agent)

Conversational lead qualification & routing agent (Drift / Qualified style)

Conversational B2B deal velocity scoring engine & sales intelligence (G2.com Leader)

Cross-platform meeting action item extractor & workspace synchronizer (Product Hunt)

Dynamic browser stealth fingerprint randomizer (Stealth Playwright style)

Generative Engine Optimization (GEO) citation visibility auditor (AI Search SEO)

Multi-head latent attention (MLA) KV cache compressor (DeepSeek-V3 style)

1.58-bit ternary weight GEMM kernel for high efficiency inference (BitNet style)

Print-ready vector brochure and catalog typesetter & CMYK (AI Brochure/Catalog)

B2B dark funnel intent surge scorer & ABM triggers (6sense / Demandbase)

Influencer outreach seeding campaign dispatcher (Aspire / Upfluence)

Dynamic aspect ratio visual patch tokenizer & 2D RoPE (Qwen2.5-VL style)

Realtime hallucination fact checker & primary citation verifier (AI Fact Checker)

Declarative form schema builder & dynamic input validator (AI Form Builder)

Autonomous legal contract clause synthesizer & compliance checker (AI Contract Generator)

Pose-guided temporal video motion transfer & character animator (Viggle style)

Sponsored campaign regulatory FTC compliance sentinel (Klear / Brand24)

Automated secret detection & SAST security gatekeeper (GitLab SAST style)

Autonomous generalist browser workflow executor & artifact generator (Manus style)

Conversational podcast dialogue audio synthesizer & multi-speaker banter (NotebookLM)

Culinary restaurant menu synthesizer & allergen matrix (AI Menu Maker)

Isolated ephemeral code execution sandbox client & microVM runner (E2B style)

Multi-tenant federated RAG privacy enclave & ZK attestation (Confidential RAG style)

Multimodal document layout AST parser & table extractor (Docling style)

First-party multi-touch Shapley attribution allocator (Triple Whale style)

Multi-architecture low-bit quantization compiler for GGUF kernels (Llama.cpp style)

Sandboxed interactive artifact canvas executor & live component renderer (Claude Artifacts style)

Prompt-guided video color grading & 3D LUT matrix generator (Colorlab.ai style)

Autonomous software engineering lifecycle agent & automated PR builder (Devin style)

Agent-Computer Interface SWE patch synthesizer & automated bug fixer (SWE-agent style)

Vision-Language-Action robotic trajectory planner (OpenVLA / RT-2 style)

Photorealistic prompt expansion director & volumetric lighting enricher (Midjourney style)

Payload filtered HNSW vector similarity engine with quantization (Qdrant style)

Browser-native WebAssembly microcontainer node runtime (Bolt.new WebContainers style)

Grammar-constrained token logits decoder & regex enforcer (Outlines style)

Schema-enforced structured LLM extraction engine with validation retries (Instructor style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

Multi-tenant GitLab webhook event router & CI/CD trigger (GitLab Webhook style)

Modular RAG pipeline engine coordinating retrieval & reranking (Haystack style)

Edge-quantized multimodal spatial point locator (MiniCPM-V / Molmo style)

Distributed model serving platform & Elo benchmark arena (FastChat style)

Autonomous meta-agent skill synthesizer & self-evolution engine (1000th Milestone)

Dual-track neural codec voice clone synthesizer (Fish Audio / CosyVoice style)

Unified GitLab CI pipeline analyzer & stage optimizer (GitLab CI Lint style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

Multi-token speculative FIM code generator & syntax verifier (DeepSeek-Coder V2 style)

Radix tree KV cache prefix caching manager for fast decoding (SGLang style)

Million-token multimodal needle-in-a-haystack retriever (Gemini 1.5 Pro style)

Git-native multi-file pair programmer & tree-sitter refactor executor (Aider style)

Multimodal meeting audio scribe & agenda task extractor (Granola AI style)

Multi-backend quantized model loader supporting GGUF & EXL2 (Oobabooga style)

Dynamic screen recording summarizer & interactive step extractor (Screenity style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

3D parallelism tensor, pipeline & sequence topology mapper (Megatron-LM style)

Unified memory MoE expert offload runtime with PCIe prefetch (KTransformers style)

Columnar embedded vector analytical store with predicate pushdown (Chroma DuckDB style)

Kubernetes GitOps manifest drift reconciliation & security scanner (GitLab Agent style)

Duplex low-latency conversational voice agent & WebRTC stream manager (ElevenLabs style)

MCTS guided chain-of-thought reasoning tree explorer (OpenAI o1 / o3 style)

Acoustic latent neural speech synthesizer & audio tokenizer (WhisperSpeech style)

Iterative multi-step web research synthesizer & deep citation co-pilot (Perplexity style)

Hierarchical knowledge graph community detection & global RAG synthesizer (GraphRAG style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

Unified LLM alignment suite orchestrating DPO & LoRA runs (Llama-Factory style)

Dependency firewall package proxy & CVE quarantine gatekeeper (GitLab Firewall style)

Multi-tenant hybrid vector database engine with GraphQL (Weaviate style)

Instruction-guided dense text embedding generator (Instructor / BGE style)

Dynamic vision patch tokenizer & spatial grounding locator (Qwen2.5-VL style)

GenPark AI Agent Skill - Distilled capability for reliable agent workflows.

Multi-file context graph patch composer & atomic refactorer (Cursor Composer style)

Multi-perspective autonomous research & Wikipedia report synthesizer (Stanford STORM style)

Parametric camera orbit cinematic video director & physics agent (Runway Gen-3 style)

High-fidelity neural world dynamics simulator & physics solver (Kling / Sora style)

Neural form auto-filler & schema field compliance extractor (Fillout style)

Stateful OS-tier memory virtualization agent with auto-paging (Letta / MemGPT style)

Batched speech recognition & CTranslate2 phoneme aligner (WhisperX style)

Context-aware voice dictation and real-time intent formatter (Wispr Flow style)

Multi-model unified prompt workspace synchronizer & diff matrix (TypingMind style)

Localized motion path trajectory video director & motion brush (Kling style)

Natural language full-stack web application architect & scaffolder (Lovable style)

Structured meeting note refinement & action item synthesizer (Granola style)

Spatial concept mapping card cluster & thematic grouping (Heptabase style)

Deep research curation interactive web article publisher (Perplexity Pages style)

Real-time canvas brushstroke video diffuser & live latent streamer (Krea style)

Vocal timbre preserving video lip-sync localizer & multilingual dub (Captions style)

Responsive wireframe & sitemap component builder (Relume style)

Repository-aware AST context code search & syntax tree ranker (Phind style)

Vision-guided browser DOM navigation agent & multi-step workflow executor (Skyvern style)

Layered Mixture-of-Agents consensus synthesizer & quality amplifier (Together MoA style)

Grounded multi-step tool execution engine & token citation matcher (Cohere style)

Memory-efficient LoRA kernel gradient optimizer saving 80% VRAM (Unsloth style)

Interleaved multimodal document parser with formula & chart recognition (Pixtral style)

Multi-scene video storyboard compiler & latent interpolator (Morph/Pika style)

Autonomous agent evaluation framework tracking hallucination & loops (AgentOps style)

Serverless GPU micro-container autoscaler & sub-second cold start (Modal/Baseten style)

Real-time interactive world model neural simulator at 60 FPS (Oasis style)

Enterprise autonomous support ticket resolver & deterministic CRM agent (Decagon style)

Resilient agentic document parser & schema drift workflow automaton (Gumloop style)

Autonomous affective NPC brain and dynamic behavior tree engine (Inworld style)

Generative isometric tilemap and sprite world level synthesizer (Rosebud style)

Neural garment drape synthesizer and photorealistic virtual try-on (Kopia style)

Full-codebase dependency graph indexer & automated PR synthesizer (Greptile style)

GenPark AI Agent Skill - Agentcard autonomous AI agent wallet, programmatic virtual card issuing & MCP payment protocol.

Physics-guided generative 3D character animator and keyframe balancer (Cascadeur style)

Local quantized GGUF model runtime server and REST endpoints (Ollama style)

Declarative signature prompt optimizer & MIPROv2 compiler (DSPy style)

Multi-role standard operating procedure software company simulator (MetaGPT style)

Standardized agent interaction protocol and SSE event gateway (Agent Protocol style)

Systematic prompt engineering taxonomy and CoT evaluator (Prompt Guide style)

Hierarchical node index and hybrid retrieval synthesizer for advanced RAG (LlamaIndex style)

Billion-scale distributed vector partitioner and IVF-PQ indexer (Milvus style)

Composable runnable expression language and streaming chain orchestrator (LangChain LCEL style)

Modular node-graph DAG executor for latent image & video workflows (ComfyUI style)

Enterprise semantic kernel plugin connector and stepwise planner (Semantic Kernel style)

Embedded vector HNSW approximate nearest neighbor index (Chroma style)

Personalized episodic memory store & preference graph (Mem0 style)

Multi-agent conversational group chat manager and speaker router (AutoGen style)

Self-learning semantic schema analyzer and verified SQL compiler (Vanna style)

Quantized tensor compute engine optimizing SIMD integer matrix math (llama.cpp style)

Sandboxed terminal code interpreter and computer control automator (Open Interpreter style)

Continuous dynamic batching and iteration-level scheduler (vLLM style)

OpenAPI spec automated mock server & schema validator (Postman / Spectral)

Hierarchical HNSW vector index approximate nearest neighbor searcher (Qdrant)

Realtime search reranking & factual citation grounder (Perplexity / SearchGPT)

LLM trace latency breakdown & token cost anomaly detector (LangSmith style)

Bootstrap teleprompter automated prompt optimization (DSPy style)

Autonomous multi-agent debate consensus protocol & planning (AutoGPT / CAMEL)

Complex PDF layout semantic chunker & markdown table parser (LlamaParse style)

Multi-token speculative tree drafting accelerator (Medusa / Eagle style)

Constraint satisfaction timeblock schedule planner & deep work optimizer (Schedule)

Hierarchical creator tiering matrix allocator & media mix (Kolsquare style)

Hierarchical Sankey flow graph synthesizer & vector SVG generator (Sankey Generator)

Rectified flow diffusion transformer sampler & linear vector field (Flux.1 DiT style)

Tree-of-thought multi-agent debate verifier & consensus engine (ToT Debate style)

Declarative design-to-fullstack app scaffolder (v0 / Replit Agent style)

Tree-structured synthetic curriculum & textbook synthesizer (Cosmopedia style)

State-space Mamba architecture voice synthesizer with sub-95ms TTFT (Cartesia style)

Unified streaming AI gateway with automated provider fallback & schema stream (Vercel style)

Creator affiliate GMV tracking & return-adjusted commission ledger (LTK)

Event-driven webhook signature verifier & HMAC replay protection

UGC creator brief programmatic auction & video matchmaking (Cohley)

Creator audience lookalike cluster finder & affinity overlap (Modash style)

Automated red teaming adversarial safety probe & jailbreak fuzzer

Agentic tabular SQL schema linking synthesizer & query verification

Multi-modal chart & graph visual data extractor to markdown tables

Autonomous price negotiation discount broker & margin protection (Klarna AI)

Distributed multi-agent chaos latency injection & fault fuzzer (Chaos Mesh)

Cross-border agentic tax & tariff duty calculator (TaxJar / Avalara style)

Supply-chain malicious package quarantine & SBOM auditor (Snyk / Socket.dev)

Multi-model prompt regression & golden dataset evaluator (Promptfoo / DeepEval)

Hybrid dense-sparse BM25 rerank fusion & Reciprocal Rank Fusion

Financial earnings call transcript tone shift & guidance sentiment tracker (Finnhub)

High-throughput API rate limit token bucket throttle & burst quotas

Ecommerce customer review veracity & bot rating detector (Fakespot style)

Creator short video 3s hook retention & scroll-stop scorer (HypeAuditor)

High-cardinality distributed agent structured log indexer (Axiom / Better Stack)

Enterprise LLM PII masking & reversible redaction privacy gateway (Kindo/Lakera)

Quantized model VRAM footprint & tensor parallelism estimator (llama.cpp)

Influencer brand share of voice & creator mention sentiment monitor (Meltwater)

Customer interview pain-point clusterer & roadmap theme synthesizer (Fathom)

Creator MSA contract & deliverable milestone escrow broker (Impact.com)

Realtime WebSocket heartbeat reconnector & state resync stream

AST code fault localization & regression test patch synthesizer (SWE-Bench)

Realtime multi-party audio transcript diarization & speaker assigner (Deepgram)

Agent session replay behavioral audit recorder & anomaly detector (AgentOps)

Hierarchical episodic & semantic user profile memory graph synthesizer (Mem0)

Agentic machine micropayment escrow settlement gateway (Stripe Agent Toolkit)

Autonomous DOM state tree mutation observer & selector healer (Browser Use)

Fullstack UI component AST patch generator with Tailwind tokens (v0 / Lovable)

Realtime duplex voice agent turn-taking & barge-in interruption detector (LiveKit)

ReBAC relationship-based authorization policy evaluator (Permify / Cerbos)

Cross-merchant SKU specification validator & compatibility check (Amazon Rufus)

Creator product seeding parcel dispatcher & unboxing automation (Grin style)

Multi-tenant LLM token budget allocation & cost anomaly circuit breaker (Helicone)

Executive meeting action item matrix & decision accountability extractor (Granola)

B2B lead waterfall enrichment cascade & technographic stack verifier (Clay)

Structured synthetic data evolution generator & complexity scaling (Evol-Instruct)

Verifiable AI agent zero-knowledge proof attestation generator (EZKL style)

Agentic browser vision grounding actor & DOM action executor (Browser-use)

Influencer brand safety & multi-year controversy history auditor (Traackr)

Self-hosted isolated code sandbox runner & ephemeral execution jail (E2B style)

Synthetic customer persona conversation trajectory generator (MosaicML)

Autonomous prompt loss gradient & few-shot exemplar compiler (DSPy / TextGrad)

GenPark AI Agent Skill - Practical capability for commerce and influencer workflows.

GenPark AI Agent Skill - Practical capability for commerce and influencer workflows.

Real-time toxicity score analyzer & sentiment drift monitor (WhyLabs / LangKit)

Dynamic multi-tool execution dependency DAG topological sorter (Semantic Kernel)

Pull request semantic risk blast-radius & breaking change scorer (Qodo)

Text-to-wireframe responsive UI component layout tree generator (Figma AI)

Edge-case unit test suite synthesizer & branch coverage optimizer (CodiumAI)

Conversational multi-turn gift & aesthetic style consultation matcher (Claude)

Multi-criteria automated LLM judge scoring engine & rubric evaluator (Braintrust)

Automated promo code & coupon cascade tester for checkout discounts (Honey/Perplexity)

CoAgents / CopilotKit bidirectional human-agent workspace state sync coordinator

SKU attribute extraction & Google taxonomy categorization (Anthropic Merchant)

Brand icon vector SVG coordinate normalizer & path optimizer (Recraft)

Goal-driven multi-item basket planner within budget ceilings (Anthropic Shopping)

Google Virtual Try-On (VTO) sizing & garment stretch attribute matcher

Price elasticity optimizer & gross margin floor protection (Anthropic Merchant)

Multi-repo cross-codebase API migration impact mapper & codemod (Greptile)

Design system token transformer & Tailwind component palette builder (v0.dev)

LangGraph human-in-the-loop breakpoint pause & state mutation patcher

Multi-file code workspace symbol AST resolver & semantic rename (Cursor Composer)

A2A standardized protocol capability negotiation & JWT auth handshake

LLM-guided Tree-of-Thought Monte Carlo search & reasoning planner (ToT / MCTS)

Autonomous distributed agent deadlock & race condition detector (ThreadSanitizer)

Autonomous SLA breach incident escalator & canary rollback playbook

PagedAttention chunked prefill KV cache & GPU memory allocator (vLLM)

Topical dialog boundary enforcer & safety deflection router (NeMo Guardrails)

OpenTelemetry distributed agent span trace annotator & latency profiler (Arize Phoenix)

Automated GDPR/CCPA DSAR data subject compliance exporter (OneTrust)

Multi-file git workspace dependency diff & refactor sequence synthesizer (Replit)

Creator paid amplification, spark ads & whitelisted ROAS modeler (Emplifi)

CrewAI / AutoGen hierarchical swarm task delegation & role governor

Infinite whiteboard spatial clustering engine & theme aggregator (Miro Assist)

Autonomous post-purchase RMA tracking broker & label generator (Gorgias style)

ChatGPT Search semantic product spec tradeoff matrix comparison synthesizer

Google Shopping Graph real-time price drop radar & historic deal tracker

Multi-channel sales velocity & return anomaly diagnostics (Anthropic Merchant)

Semantic catalog search with dynamic faceted attribute filtering (Anthropic Shopping)

Real-time toxicity score analyzer & sentiment drift monitor (WhyLabs / LangKit)

Ground-truth factuality validator & contradiction detector (Cleanlab)

A2A standardized protocol capability negotiation & JWT auth handshake

Multi-criteria automated LLM judge scoring engine & rubric evaluator (Braintrust)

Topical dialog boundary enforcer & safety deflection router (NeMo Guardrails)

LangGraph human-in-the-loop breakpoint pause & state mutation patcher

Brand icon vector SVG coordinate normalizer & path optimizer (Recraft)

Google Local store inventory locator & curbside pickup route planner

Pull request semantic risk blast-radius & breaking change scorer (Qodo)

CoAgents / CopilotKit bidirectional human-agent workspace state sync coordinator

EVM flash loan arbitrage price impact & MEV sandwich protection guard (Aave / Uniswap v3)

Micro-ROS edge telemetry QoS profile negotiator adapting to RF constraints (ROS2 / micro-ROS)

EIP-712 typed signature phishing permit auditor & allowance sanitizer (Permit2 / MetaMask)

Real-time quadruped robot gait telemetry analyzer & stability evaluator (Unitree / Boston Dynamics)

Hierarchical subagent resource governor and token quota sentinel (CrewAI / LangSmith)

Micro-ROS edge telemetry QoS profile negotiator adapting to RF constraints (ROS2 / micro-ROS)

Cross-chain bridge token reserve invariant auditor & outflow spike monitor (LayerZero / Wormhole)

Lossless context packaging and state handoff protocol between autonomous subagents (OpenAI Swarm / LangGraph)

Edge LiDAR/depth point cloud voxel slicer computing 2.5D occupancy grids (Isaac Sim / Livox)

Cross-chain bridge token reserve invariant auditor & outflow spike monitor (LayerZero / Wormhole)

Behavioral cohort funnel retention & churn hazard rate (Mixpanel / Amplitude)

Git PR diff semantic analyzer detecting breaking REST/GraphQL API schema mutations (Optic / Buf)

Whole-program callgraph reachability pruner locating dead functions & stale flags (Knip / Tsukuyomi)

Static AST dataflow tracer following untrusted sources to sensitive sinks (Semgrep / Snyk)

Automated test suite trace analyzer identifying timing races & state pollution (Datadog CI / Trunk)

Multi-product purchase research trade-off & spec analyzer (Anthropic Shopping)

Ground-truth factuality validator & contradiction detector (Cleanlab)

Inventory stockout risk & purchase order reorder calculator (Anthropic Merchant)

Generative video keyframe 3D camera trajectory spline planner (Runway Gen-3 / Luma)

Agent budget metering prepaid credit wallet & velocity caps (Skyfire style)

Agentic zero-friction checkout voucher & passkey tokens (Bolt / Privy style)

Predictive customer churn & 12M CLV regression synthesizer (Pecan / Julius)

Cinematic storyboard scene sequence synthesizer & shot continuity (AI Storyboard)

Algorithmic PPC bid pace optimizer & target ROAS (Smartly / Optmyzr style)

GenPark AI Agent Skill - Practical capability for commerce and influencer workflows.

GenPark AI Agent Skill - Calculates RAG faithfulness ratios, context claim grounding and semantic answer relevance metrics.

GenPark AI Agent Skill - Heuristic 2D bounding-box spatial grid analyzer resolving multi-column spanning headers and borderless table cells.

GenPark AI Agent Skill - Time-decayed multi-signal buying intent scorer for predictive B2B account outbound qualification.

GenPark AI Agent Skill - Geometric text baseline projection profile skew angle estimator computing rotation corrections for scanned PDFs.

Asynchronous control flow auditor identifying unawaited promises & race conditions (ESLint)

GenPark AI Agent Skill - In-memory virtual filesystem with copy-on-write (COW) branching, revision rollback and snapshot isolation.

GenPark AI Agent Skill - Calculates RAG faithfulness ratios, context claim grounding and semantic answer relevance metrics.

Command palette argument parser & deep-link shortcut dispatcher (Raycast / Alfred)

GenPark AI Agent Skill - Scans OCR token confidence scores, repairs character recognition artifacts and standardizes ligatures.

High-resolution image canvas spatial grid tile slicer & seam blender (Magnific AI / Krea AI)

GenPark AI Agent Skill - Resource governor enforcing strict cgroup v2 CPU bandwidth quotas, wall-clock timeouts and memory OOM tripwires.

GenPark AI Agent Skill - Rejection sampling and logit verification engine for speculative decoding acceleration.

GenPark AI Agent Skill - Simulates vLLM PagedAttention non-contiguous virtual memory block table allocation for dynamic KV-cache management.

Scientific paper methodology auditor identifying selection bias & p-hacking (Elicit)

GenPark AI Agent Skill - Extracts clean (Subject, Predicate, Object) triplets and temporal relations from unstructured interactions.

Transcript timestamp-aligned speech filler word remover & cutlist generator (Descript / Cleanvoice)

GenPark AI Agent Skill - Grounds natural language browser instructions to precise (x, y) coordinate click bounding boxes and interactable targets.

GenPark AI Agent Skill - PSTN/SIP voice telephony state machine managing DTMF tone decoders, call transfer handoffs and IVR navigation.

GenPark AI Agent Skill - Calculates tensor parallelism column and row weight matrix partition splits across distributed GPU clusters.

GenPark AI Agent Skill - Rejection sampling and logit verification engine for speculative decoding acceleration.

GenPark AI Agent Skill - Intercepts and auto-dismisses intrusive GDPR/CCPA cookie consent banners, paywall overlays and shadow-DOM modals.

GenPark AI Agent Skill - Compresses raw HTML DOM trees into token-efficient semantic accessibility representations with interactive element IDs.

Shell session history semantic searcher matching intents to CLI commands (Warp)

Command palette argument parser & deep-link shortcut dispatcher (Raycast / Alfred)

GenPark AI Agent Skill - Distinct-N ngram diversity ratio and Shannon entropy evaluator detecting model mode collapse and loops.

GenPark AI Agent Skill - Multi-column newspaper layout reading order topological sorter converting 2D spatial text bboxes into natural flow.

GenPark AI Agent Skill - Hierarchical document section tree chunker preserving H1/H2/H3 semantic breadcrumbs and parent context for RAG.

GenPark AI Agent Skill - Validates and normalizes browser WebGL, Canvas, and Navigator fingerprint attributes to prevent automated detection.

GenPark AI Agent Skill - Resolves multi-step cascading form fields and conditional dynamic dropdowns with event propagation.

GenPark AI Agent Skill - Resource governor enforcing strict cgroup v2 CPU bandwidth quotas, wall-clock timeouts and memory OOM tripwires.

GenPark AI Agent Skill - Zero-dependency IP/CIDR egress packet validator restricting agent outbound traffic to trusted registries.

GenPark AI Agent Skill - Time-decayed multi-signal buying intent scorer for predictive B2B account outbound qualification.

Multi-channel inbox message priority classifier & response SLA tracker (Superhuman)

GenPark AI Agent Skill - In-memory virtual filesystem with copy-on-write (COW) branching, revision rollback and snapshot isolation.

GenPark AI Agent Skill - Resolves conversational pronouns and ambiguous entity references to canonical graph entity node identifiers.

Multi-agent proposal deliberation and Byzantine-fault-tolerant consensus voting protocol (AutoGen / LangGraph)

Real-time quadruped robot gait telemetry analyzer & stability evaluator (Unitree / Boston Dynamics)

6-DOF robotic manipulator pose to joint angle inverse kinematics solver (UR5 / Franka Emika)

Omnichannel retail marketing campaign & copy designer (Anthropic Merchant)

Generative video keyframe 3D camera trajectory spline planner (Runway Gen-3 / Luma)

Prompt injection & jailbreak firewall sentinel (Llama Guard / Lakera)

Deep research evidence synthesis graph & citation verification (MindSearch)

RAG retrieval faithfulness & hallucination score auditor (Ragas / TruLens)

Universal agentic cart checkout broker & UCP gateway (Shopify Agentic)

Agentic cart bundle affinity recommender & AOV optimization (Rebuy style)

GenPark AI Agent Skill - Validates GGUF/GGML model binary headers, tensor alignment, KV-cache parameters and architecture keys.

GenPark AI Agent Skill - Bitemporal knowledge graph edge manager enforcing valid-time and transaction-time intervals for agent memory.

Complex multi-faceted research prompt decomposer & synthesis DAG planner (Perplexity / Genspark)

Scientific paper methodology auditor identifying selection bias & p-hacking (Elicit)

16:9 to 9:16 dynamic speaker tracking & smart reframing bounding box coordinator (CapCut)

Robotic joint actuator thermal and torque load monitor triggering preventative throttling (DJI / Robomaster)

Hierarchical subagent resource governor and token quota sentinel (CrewAI / LangSmith)

Audio silence detector calculating video jumpcut cadences & pacing (Opus Clip / Descript)

GenPark AI Agent Skill - Synthesizes 3-touch hyper-personalized B2B outreach cadences tailored to target firmographics and intent catalysts.

Transcript timestamp-aligned speech filler word remover & cutlist generator (Descript / Cleanvoice)

Agile sprint backlog velocity calculator & milestone completion predictor (Linear)

Multi-study scientific assertion analyzer & consensus ratio calculator (Consensus.app / Elicit)

GenPark AI Agent Skill - Generates least-privilege Linux Seccomp BPF syscall filter profiles and blocks prohibited socket/ptrace operations.

GenPark AI Agent Skill - Simulates k-quants block compression (Q4_K_M, Q8_0) packing FP16 weights into quantized blocks with scale factors.

16:9 to 9:16 dynamic speaker tracking & smart reframing bounding box coordinator (CapCut)

GenPark AI Agent Skill - Synthesizes 3-touch hyper-personalized B2B outreach cadences tailored to target firmographics and intent catalysts.

Academic DOI canonical identifier resolver & BibTeX record generator (CrossRef)

GenPark AI Agent Skill - Multi-turn jailbreak and indirect prompt injection fuzzer evaluating LLM agent safety guardrails.

Dialectic multi-agent debate and cross-examination engine to eliminate hallucinations (AutoGen / ChatDev)

Honeytoken decoy private key tripwire detecting mempool intrusions (CertiK / OpenZeppelin)

Edge-case unit test suite synthesizer & branch coverage optimizer (CodiumAI)

Claude Computer Use storefront cart action sequence & HITL approval planner

CrewAI / AutoGen hierarchical swarm task delegation & role governor

Infinite whiteboard spatial clustering engine & theme aggregator (Miro Assist)

Complex document OCR layout & tabular structure extractor (Unstructured.io)

GenPark AI Agent Skill - Heuristic 2D bounding-box spatial grid analyzer resolving multi-column spanning headers and borderless table cells.

GenPark AI Agent Skill - Hierarchical document section tree chunker preserving H1/H2/H3 semantic breadcrumbs and parent context for RAG.

GenPark AI Agent Skill - Covariance and correlation alignment engine ensuring synthetic datasets preserve multi-attribute feature dependencies.

Audio silence detector calculating video jumpcut cadences & pacing (Opus Clip / Descript)

GenPark AI Agent Skill - Multi-provider waterfall data enrichment cascade for company firmographics and verified decision-maker emails.

GenPark AI Agent Skill - Reciprocal Rank Fusion (RRF) combining dense vector similarity with graph traversal shortest-path proximity.

GenPark AI Agent Skill - Phonetic Soundex and acoustic confusion matrix resolver correcting domain-specific STT transcription errors.

Multi-study scientific assertion analyzer & consensus ratio calculator (Consensus.app / Elicit)

GenPark AI Agent Skill - Reciprocal Rank Fusion (RRF) combining dense vector similarity with graph traversal shortest-path proximity.

Multi-channel inbox message priority classifier & response SLA tracker (Superhuman)

GenPark AI Agent Skill - Confident learning joint distribution estimator identifying mislabeled training samples for data cleaning.

GenPark AI Agent Skill - Deterministic CRM deduplication and bidirectional conflict resolution engine for contact and account synchronization.

GenPark AI Agent Skill - Archive decompression security validator neutralizing Zip Slip and Tar Slip path traversal escapes.

GenPark AI Agent Skill - Real-time RTP and WebSocket audio packet jitter buffer optimizer smoothing network latency and clock drift for speech streaming.

GenPark AI Agent Skill - PSTN/SIP voice telephony state machine managing DTMF tone decoders, call transfer handoffs and IVR navigation.

Shell session history semantic searcher matching intents to CLI commands (Warp)

Academic DOI canonical identifier resolver & BibTeX record generator (CrossRef)

GenPark AI Agent Skill - Distinct-N ngram diversity ratio and Shannon entropy evaluator detecting model mode collapse and loops.

GenPark AI Agent Skill - Validates and normalizes browser WebGL, Canvas, and Navigator fingerprint attributes to prevent automated detection.

GenPark AI Agent Skill - Intercepts and auto-dismisses intrusive GDPR/CCPA cookie consent banners, paywall overlays and shadow-DOM modals.

GenPark AI Agent Skill - Zero-dependency IP/CIDR egress packet validator restricting agent outbound traffic to trusted registries.

GenPark AI Agent Skill - Geometric text baseline projection profile skew angle estimator computing rotation corrections for scanned PDFs.

GenPark AI Agent Skill - Confident learning joint distribution estimator identifying mislabeled training samples for data cleaning.

Complex multi-faceted research prompt decomposer & synthesis DAG planner (Perplexity / Genspark)

Git PR diff semantic analyzer detecting breaking REST/GraphQL API schema mutations (Optic / Buf)

Asynchronous control flow auditor identifying unawaited promises & race conditions (ESLint)

6-DOF robotic manipulator pose to joint angle inverse kinematics solver (UR5 / Franka Emika)

Dialectic multi-agent debate and cross-examination engine to eliminate hallucinations (AutoGen / ChatDev)

Robotic joint actuator thermal and torque load monitor triggering preventative throttling (DJI / Robomaster)

EVM flash loan arbitrage price impact & MEV sandwich protection guard (Aave / Uniswap v3)

Lossless context packaging and state handoff protocol between autonomous subagents (OpenAI Swarm / LangGraph)

Honeytoken decoy private key tripwire detecting mempool intrusions (CertiK / OpenZeppelin)

First-3-second shortform video hook retention scorer (Submagic / Opus Clip)

Academic smart citation context auditor & credibility badge indexer (Scite.ai / Perplexity)

GenPark AI Agent Skill - Deterministic CRM deduplication and bidirectional conflict resolution engine for contact and account synchronization.

GenPark AI Agent Skill - Phonetic Soundex and acoustic confusion matrix resolver correcting domain-specific STT transcription errors.

GenPark AI Agent Skill - Generates least-privilege Linux Seccomp BPF syscall filter profiles and blocks prohibited socket/ptrace operations.

GenPark AI Agent Skill - Calculates tensor parallelism column and row weight matrix partition splits across distributed GPU clusters.

GenPark AI Agent Skill - Simulates k-quants block compression (Q4_K_M, Q8_0) packing FP16 weights into quantized blocks with scale factors.

GenPark AI Agent Skill - Grounds natural language browser instructions to precise (x, y) coordinate click bounding boxes and interactable targets.

Academic smart citation context auditor & credibility badge indexer (Scite.ai / Perplexity)

GenPark AI Agent Skill - Multi-column newspaper layout reading order topological sorter converting 2D spatial text bboxes into natural flow.

GenPark AI Agent Skill - Scans OCR token confidence scores, repairs character recognition artifacts and standardizes ligatures.

GenPark AI Agent Skill - Covariance and correlation alignment engine ensuring synthetic datasets preserve multi-attribute feature dependencies.

GenPark AI Agent Skill - Extracts clean (Subject, Predicate, Object) triplets and temporal relations from unstructured interactions.

GenPark AI Agent Skill - Archive decompression security validator neutralizing Zip Slip and Tar Slip path traversal escapes.

First-3-second shortform video hook retention scorer (Submagic / Opus Clip)

GenPark AI Agent Skill - Multi-dimensional Ideal Customer Profile (ICP) grading engine for automated account qualification.

GenPark AI Agent Skill - Resolves multi-step cascading form fields and conditional dynamic dropdowns with event propagation.

GenPark AI Agent Skill - Consolidates episodic dialogue logs into semantic long-term memory summaries with importance decay and salience filters.

GenPark AI Agent Skill - Multi-dimensional Ideal Customer Profile (ICP) grading engine for automated account qualification.

GenPark AI Agent Skill - Bitemporal knowledge graph edge manager enforcing valid-time and transaction-time intervals for agent memory.

GenPark AI Agent Skill - Real-time conversational voice activity detection, dynamic silence endpointing and barge-in interruption arbitrator.

GenPark AI Agent Skill - Multi-provider waterfall data enrichment cascade for company firmographics and verified decision-maker emails.

GenPark AI Agent Skill - Simulates vLLM PagedAttention non-contiguous virtual memory block table allocation for dynamic KV-cache management.

GenPark AI Agent Skill - Consolidates episodic dialogue logs into semantic long-term memory summaries with importance decay and salience filters.

Multi-timezone calendar event overlap resolver & deep-work buffer negotiator (Cron)

Agile sprint backlog velocity calculator & milestone completion predictor (Linear)

GenPark AI Agent Skill - Conversational audio acoustic filler injector masking LLM inference and TTS latency with contextual conversational cues.

GenPark AI Agent Skill - Real-time RTP and WebSocket audio packet jitter buffer optimizer smoothing network latency and clock drift for speech streaming.

GenPark AI Agent Skill - Resolves conversational pronouns and ambiguous entity references to canonical graph entity node identifiers.

Multi-timezone calendar event overlap resolver & deep-work buffer negotiator (Cron)

GenPark AI Agent Skill - Conversational audio acoustic filler injector masking LLM inference and TTS latency with contextual conversational cues.

GenPark AI Agent Skill - Compresses raw HTML DOM trees into token-efficient semantic accessibility representations with interactive element IDs.

High-resolution image canvas spatial grid tile slicer & seam blender (Magnific AI / Krea AI)

GenPark AI Agent Skill - Real-time conversational voice activity detection, dynamic silence endpointing and barge-in interruption arbitrator.

GenPark AI Agent Skill - Validates GGUF/GGML model binary headers, tensor alignment, KV-cache parameters and architecture keys.

GenPark AI Agent Skill - Multi-turn jailbreak and indirect prompt injection fuzzer evaluating LLM agent safety guardrails.

Whole-program callgraph reachability pruner locating dead functions & stale flags (Knip / Tsukuyomi)

Engineering MCP is a repository-aware AI engineering control plane for orchestrating trusted coding workers through MCP, with lifecycle management, execution isolation, and verifiable task handoff.

Static AST dataflow tracer following untrusted sources to sensitive sinks (Semgrep / Snyk)

Automated test suite trace analyzer identifying timing races & state pollution (Datadog CI / Trunk)

Solidity callgraph & control-flow reentrancy vulnerability auditor (Slither / Immunefi)

Solidity callgraph & control-flow reentrancy vulnerability auditor (Slither / Immunefi)

EIP-712 typed signature phishing permit auditor & allowance sanitizer (Permit2 / MetaMask)

Edge LiDAR/depth point cloud voxel slicer computing 2.5D occupancy grids (Isaac Sim / Livox)

Categorized index of 718 public GenPark AI agent skills, with tested Python packages and MCP integrations.

A Claude Code plugin that checks every file and shell call an AI agent makes, fixes what it safely can, and tells the agent how to fix the rest. Windows and macOS.

Let your coding agent fix a prompt until it actually works, and prove it did. A self-hosted MCP server: cross-vendor judges, frozen baselines and memory.

Pony is the hands, you pick the brain. Let Claude, Grok, Gemini or any MCP agent use your Android phone.

Publish and share the small web tools your AI agents build, as easily as a Google Doc. Google sign-in, permissions, storage and gVisor sandboxing built in. Self-hosted.

Self-hosted multi-model agent with JitRL memory, auditable council runs, SSH operations, live server screen, and macOS/Windows desktop client

Desktop app for building AI persona panels and testing stimuli against them (Electron + React + TypeScript)

Production-grade MCP server for Google Forms, Google Drive & Google Sheets. Build, automate, and manage forms using AI-powered workflows and complete Google Workspace integration.

Aixle Flow — orchestrate coding agents through durable, inspectable workflows.

Production-ready MCP server that lets AI agents build, schedule, run and recover Apache DolphinScheduler data pipelines - 53+ tools, beyond read-only.

Fast, idiomatic Go MCP server for web search, image search, and page scraping to Markdown. Runs locally, no API keys, free.

Google Flights MCP server by HasData: fares, flight legs, carbon emissions and price history, as JSON.

Tested accessibility skills, CLI, MCP server, and GitHub Action for agent-assisted audits and regression checks.

Connect your business. RevenueOS finds opportunities, executes approved revenue work, and measures what happened. Self-hosted, MIT.

AI agents that run your e-commerce ops — Shopify, ads, CRM & support via 190+ MCP tools. Open-source, self-hosted, one docker compose up.

MCP server exposing TypeSafe Jev as typed, calibrated judgment tools: classify, score, check, batched ask. Ships as a Claude Code plugin.

Categorized index of 718 public GenPark AI agent skills, with tested Python packages and MCP integrations.

Open-source, LLM-agnostic capability runtime for AI agents — 97 skills as typed, permission-enforced MCP tools. Final certification: 23/23 gates PASS.

Local MCP server exposing the Cloudflare Clef-Flash decision model to AI agents — structured decisions with probability outputs, fully offline via llama.cpp.

inertia-ai: a desktop workspace for AI agents. Chat, built-in tools, MCP and OpenAPI integrations, Docker/Daytona sandboxes with a live desktop, routines and memory. Bring your own model and keys.

Free, open-source AI planning tool. Supercharge AI coding agents with Filament v5 best practices and spec driven planning, and automated implementation reviews inspired of Laravel Boost.

Local-first HTTP API and MCP server that lets AI agents read and control TP-Link Tapo smart-home devices

Open-source engine & MCP server for AI to read, write, and generate native Axure RP 11 prototype (.rp) files. Zero dependencies. Independent project, not affiliated with Axure.

Reliability + security proxy for the Model Context Protocol (MCP): self-healing connections, runtime tool-security (rug-pull/poisoning detection), and a compliance-mapped audit trail.

Skill router and context picker for Claude Code, Cursor, and Aider. Auto-picks the right skill for every prompt, with prompt-injection filtering for MCP.

🔍 Visualize any Claude Code agent harness — CLAUDE.md, subagents, skills, commands, hooks & MCP servers — as an interactive flow graph. Import from GitHub, ZIP, or local folder. 100% client-side.

Computer use for Hyprland - MCP server giving AI agents native hands on your Wayland desktop. No ydotool, no root, no portals.

Shared work-state for coding agents: claim work, leave handoffs, and generate review packets before PRs, over MCP.

Multi-agent orchestration for Claude Code: MCP server + skill that keeps Claude as lead engineer while delegating backend work to OpenAI Codex and frontend/design work to Kimi

DNS for AI agents: a self-hosted registry to register, discover, and health-check MCP agents. One Go binary.

MCP server for VK Ads API: campaigns, audiences, budgets, stats. Click.ru proxy, static token or OAuth. Docs in Russian.

MCP server for Yandex Direct API: campaigns, ads, keywords, bids, reports. Click.ru proxy or direct OAuth with sandbox. Docs in Russian.

Exam-scored knowledge brains for AI agents: paste a docs URL, get a searchable brain over MCP with a measured score and known gaps. AGPL.

Secure execution for AI agents, on any machine. Connect any MCP client to the development environment on any machine you can run a command on (even your own laptop) - no open ports, no tunnels, and yo

Agent Skills - 29 skills for AI agents (Sisyphus, opencode): frontend-perfection (Lighthouse audit), secret-scanner, security-review, version-bumper, commit-lint, coverage-analyzer, api-contract-testi

Lossless context compression for LLMs: 2x-8x fewer tokens, byte-exact reconstruction (sha256-verified). MCP server for Claude Code & Cursor.

Authoritative multi-agent software engineering coordinator with isolated Git worktrees, write scope locking, test verification, and serialized merge queue. (v0.1.0-beta).

Turn your Claude subscription into a multi-tenant agent API with rate limits, cost tracking, autonomous objectives, and an admin dashboard. Self-hostable, no API key.

See and manage what your coding assistants load — skills, commands, subagents, plugins and MCP servers, with real usage.

Multi-engine web search MCP for Cursor, Codex, Claude Code, Grok Build, and Antigravity

Remote coding harness exposed as a secure Streamable HTTP MCP server

⚡ Production-ready Model Context Protocol (MCP) servers, agent skills, and automation workflows for Claude, Cursor, and AgentScope. / 专为现代 AI 智能体打造的开箱即用 MCP 服务与自动化技能套件。

Local, capability-aware MCP server for authorized AI-assisted macOS and iOS debugging, Simulator/device workflows, Apple binary analysis, profiling, and reproducible evidence.

A multi-account MCP server for people who look after other people's infrastructure. Built with the Strands Agents SDK.

Let an AI agent build and change your n8n workflows with a guaranteed way back: every write is backed up, version-checked, and verified by readback.

Reuse Agent Skills across DeepSeek Harness and MCP. Check local SKILL.md files in the browser or CI, with parser diagnostics, file hashes and clear exit codes. Try the Hugging Face playground.

🧠 Memória semântica e relacional unificada (Go, SQLite-Vec, TurboQuant 4-bit, Grafo CTEs e MCP) para Agentes de IA

Open-source client for Novgraph, Novaya's proprietary hosted code knowledge graph. Gives coding agents recorded intent, related-code context, ranked change impact and architecture context over MCP or

Alpha: local-first macOS app for persistent AI teammates, open model endpoints, and MCP tools

One entry point for Claude Code over pinned open-source Blender skill libraries: registry, workflows, profiles, single Blender MCP server

Universal Context, Rules & Handoff Bridge for AI Coding Tools (Cursor, Copilot, Cline, Claude Code, Antigravity, MCP)

Agent-driven ML researcher in a secure, reproducible KVM lab: five standalone scientific-state MCP servers within per-user VMs with driver / trusted / hostile zone isolation

Ogre MCP (Open Game Relay Engine): connect a video game to any AI agent through one remote MCP server. First kit: World of Warcraft Classic Era.

Computer use for your agents across the Omarchy machines you own

Djævin: calibrated local-first decision layer with a Devin ACP backend - no API key needed

Self-hosted event engine for any mailbox: IMAP, JMAP and inbound SMTP in, one replayable event log out, with safe reversible actions, scoped tokens for AI agents, and an MCP server.

Free, open-source MCP connector for Paperclip. Manage agents, issues, approvals, budgets and reports from Claude, ChatGPT, Codex or any MCP app.

The AI game-modding toolkit from Fixed Seed: skills, the fsgc CLI, a FixedSeed MCP server and a shared knowledge base so any coding agent can mod almost any PC game you own.

Annotated screenshots for AI agents: Skitch-style arrows, numbered steps, boxes, labels, solid redaction

A live status board your AI agent writes while it works. Send a JSON board spec over MCP, HTTP or the CLI; a browser renders it live over SSE.

MCP-first AI video editor in Rust/C++. Every operation is an AI-callable tool.

Open-source tool-calling platform for AI agents: 80+ integrations with OAuth, MCP server deployment, memory and agent flows.

原生 JavaScript + Canvas 2D 的机械蜘蛛可视化 UI。普通演示零依赖；可选 MCP 接入自己的 Agent，实时展示任务，支持三套布局、主题定制、JSON 回放与独立项目导出。

Your dashboard is data. Any AI can build it; any human can edit it. A protocol + runtime for agent-composable dashboards — layout-as-data, one guarded control plane, sandboxed agent-authored widgets,

Turn any website into a portable, agent-ready Open Knowledge Format (OKF) bundle — no LLM required. Crawl, sync, chat offline, and serve docs to coding agents over MCP.

Smarter AI Development Workflows

Fundraising infrastructure for AI agents on Solana — x402 payments, milestone escrow, on-chain reputation. REST + WebSocket + MCP + ACP.

🏆 Open-source multi-factor stock scoring API (0-100) | US/HK/A-Share 74 stocks | Zero signup | shields.io badges | GitHub Action | EU AI Act compliant

Long-term memory for CLI agents — cross-CLI, cross-project, cross-session. OKF Wiki + MCP server, model-agnostic.

Memory your agent can trust — every answer carries its source; when it doesn't know, it says so. Hermetic, local, MCP.

Molavi Agent Skills: Curated AI agent skills and MCP configs for Antigravity, Cursor, Codex & Claude — by Taghi Molavi

Universal, cross-tool persistent memory bank for AI assistants (Claude Code, Cursor, Windsurf, OpenCode, Codex) powered by FastMCP, Gemini embeddings & Supabase pgvector.

🤖 The strongest curated list of open-source AI-agent tools for literature review — 70+ tools across 11 categories (Claude Code skills, deep research, MCP servers, PDF parsing, systematic review). 面向智能

MCP-compatible context and memory system: paged code navigation for AI assistants, plus a recorded, verified theory of what is known about the code.

Multi-account Gmail MCP server on Cloudflare Workers — one deployment, one Google sign-in per connection, any MCP client

AI agents for pentesting, code audit, fuzzing, vulnerability discovery, and reverse engineering — harnesses, sandboxes, security MCP servers, benchmarks, and evals.

Self-hosted operator console for Magnific / Freepik AI. REST + MCP, 48 image models, 52 video models, credit-safe job engine

A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.

🤖 A curated collection of modular, plug-and-play AI Agent Tools & Model Context Protocol (MCP) server connectors for Python and TypeScript.

Drop a full augmented-reality studio into any web page. Place any number of 3D models in your real room through the camera, generate new ones from a text prompt, arrange them, then share the scene as

Local-first long-term memory for AI agents - plain Markdown vault + thin MCP server. CJK-aware BM25, token-efficient by design.

An editor, a simulator, and a natural-language generator for Petri nets and Petri-object models, in one place

Airbnb MCP server by HasData: search stays and read full listing details, as JSON.

TikTok MCP server by HasData: public profiles, videos, comments and keyword search as JSON, over streamable HTTP.

Zillow MCP server by HasData: for-sale, for-rent and sold listings and full property details, as JSON.

Google Trends MCP server by HasData: interest over time, by region, and related queries and topics, as JSON.

Universal Skill & MCP Sync Engine for AI Coding Agents (Antigravity, Claude Code, Codex)

A curated list of resources for Cross-App Access (XAA) and the Identity Assertion JWT Authorization Grant (ID-JAG).

Web browsing superpowers for AI agents - one MCP server to scrape, crawl, extract, map, search, batch, research & monitor the web. Self-hosted, no API keys. Free Firecrawl alternative.

Prices your Claude Code and Codex sessions from the transcripts on disk, shows what each agent cost over any period, and tells you in plain English what would have been cheaper. CLI, Browser UI and MC

A Visual Design that ships with your code. Agents and humans work together on the same canvas, where every change is a diffable JSX stored in a .uidx file inside your repo. Built on OpenPencil and Ski

Free Movie & TV MCP server for AI agents. 21 tools for TMDB, IMDb, RT/MC ratings, rankings, streaming, episodes, and more.

⚡ Ultra-fast O(1) Active Inference & Bayesian Cognitive Governor for AI Agents (Antigravity, Claude, Cursor) & Embedded Systems. Zero-alloc C11 core (<36KB) + FastMCP server.

Capgate — runtime authority boundary for autonomous AI agents: the agent proposes, the harness authorizes, the executor acts. Deny-by-default policy, non-transitive delegation, tamper-evident audit, M

An MCP server for discovering, ranking, and retrieving agent skills while minimizing context usage.

Parses a web page into the exact format a decision model needs: dates as dates, numbers with units, chunks that fit the model's window. MCP server + TypeScript library, no model or API key required.

Jev agent authorization for MCP tool calls: Kinde identity and permissions plus Jev's typed, calibrated decisions, checked server-side before every call runs

Local Laya System-1 judge MCP server + skill for oh-my-pi: typed decisions in milliseconds, zero LLM tokens

Sandboxed coding-agent workers for AI supervisors over MCP. Delegate tasks from Grok Bot or any MCP client to Kilo CLI or OpenCode running in per-task git worktrees inside bubblewrap, with any OpenAI-

Agents can't skip steps: an MCP server that runs gated, API-only stepfiles on the client's own model.

MCP server and agent skills for motion design in DaVinci Resolve Fusion: 179 checked operations, a one-call scene builder and a render-and-look loop.

📬 A self-hosted mailbox for AI agents on Cloudflare Workers. Receive, search, wait for, send, reply and forward email over MCP or REST, behind one token.

BashCut's agent kit: editing skills (footage survey, beat cuts, audio mix, captions, colour, voiceover…) and the BashCut MCP server for Claude Code and Codex.

LayerMap MCP: a layered map of your codebase for coding agents: callers, callees and the impact of a change, for TypeScript, JavaScript, Go, Python and Java. MCP server, CLI, and plugins for Claude Co

Browser action recorder for automation: record a task once, replay it, or hand the folder to an agent

Personalized animated robot avatars with 50 accessories, fluid shapes, SVG/PNG/GIF exports, a web component, and local MCP tools for developers and AI agents.

Open-source AI coworkers for your team. They do recurring work, ask before risky steps, and show you exactly what they did.

An AI agent that investigates real business questions using a real SQLite database and a real MCP server — evidence-grounded reports, not chatbot guesses. Week 8 of a 90-day AI Engineering roadmap.

Shared, persistent memory for your AI coding assistants (Claude Code, Copilot, Cursor, Gemini CLI, Codex…): a local MCP server and CLI that hand work over between tools automatically.

A tomada brasileira para agentes de IA: conectores que dão acesso ao que só existe no Brasil, e skills que ensinam o que fazer com ele 🇧🇷

麦当劳 MCP 驱动的手账向文创小票生成器 —— 用真实订单明细，做一张可编辑、可装饰、可下载打印的麦门票根。

A local-first permission firewall and approval layer for AI agent tool calls.

MCP server for TYPO3 v13/v14 development — gives AI assistants like Claude Code live insight into TCA, database schema, sites, TypoScript, logs and the core changelog.

Official GitHub MCP Server — connect AI agents to GitHub API

Companion source code for AI APIs in Practice, a visual engineering book on multimodal AI, agents, RAG, evaluation, governance, and production-ready products. Book DOI: 10.5281/zenodo.21431944 · Softw

Git-native structural memory for AI coding agents. Index once — stays fresh on every pull, merge, and branch switch. MCP server for Claude Code, Cursor & any agent.

Convert AI coding sessions between Claude Code, Codex, OpenCode, Zed, Aider, Gemini CLI, Cursor, Cline & more — lossless, round-trip tested. MCP server + CLI.

Self-hosted MCP server + dashboard giving Claude Code, Cursor & Hermes agents shared long-term memory over a git-backed markdown vault. Agent-native, Obsidian-compatible second brain — markdown RAG, n

Live sidebar, ER diagrams, CLI, and MCP server for Django models. VS Code + PyPI + MCP Registry + Glama. Zero-dep parser, no DB required.

Security scanner for Claude Code skills, plugins, and MCP servers. A verdict before you install.

Study guide for all four Anthropic Claude certifications: Associate, Developer, and Architect Foundations and Professional. Official exam guides, blueprints with domain weights, cheat sheets, 320 prac

Jacobian: an MCP server, CLI, and Python library that gives AI agents a composable toolbox of mathematical capabilities with inspectable artifacts and independent verification.

Let an AI agent draw on your screen — a macOS menu-bar app that gives agents a pen over MCP.

Security & governance guardrails for MCP agents in Java — audit trail, agent-to-tool authorization, prompt-injection detection and rate limiting as a zero-config Spring Boot starter.

Seedance 2.5 Preview MCP server powered by MuAPI.

Render agent-written Markdown as a live local page, and send the human's click back to the agent as typed data. Human-in-the-loop approval gates for coding agents.

An open, reproducible trust layer for AI artifacts — skills, MCP servers, agents, and plugins. Assay inspects code, runs sandboxed behavioral audits, and generates verifiable reports. Help us build th

A TypeScript implementation of the Microsoft Agent Framework programming model, with semantic parity to the official .NET, Python, and Go implementations. Independent community project.

Give AI full control of a live Chrome browser via CDP with 145 tools for automation, network and DOM capture, structured extraction, and session recording through MCP.

The agent-native Supabase killer: SQLite speed today, distributed cloud next, without the PostgreSQL tax.

Unauthenticated MCP server exposing read-only chain-data tools and pay-per-call Web3/market/travel tools settled via x402 — built on the official MCP SDK and NestJS.

Configurable AI agent orchestration, delegation, memory, and project context through MCP.

Public distribution surface for jarvis — local-first code intelligence MCP server (SCIP navigation + Zoekt search). Installer, Claude Code / Codex / Cursor plugins, and prebuilt binaries.

Shared long-term memory for AI coding agents — one local store for Claude Code, Codex CLI, opencode and anything that speaks MCP. SQLite + FTS5, no vector DB, $1-3/month.

Teach your AI coding agent what your DevExpress XAF application actually does. Roslyn-based extraction of entities, controllers, business rules and Model Editor customizations.

Shrink MCP schema overhead in DeepSeek Harness: 1,000 remote tools behind 2 exact-schema interfaces, plus a local calculator and CI budget Action.

MCP server for Plane: create, update, audit, and export work items from Codex and AI coding clients.

Multi-agent browser MCP runtime for isolated, persistent, parallel Playwright sessions. Run multiple AI agents without shared tabs or browser state.

One window for every AI coding agent on your Mac. Sessions, skills, MCP servers, rules and dev processes across 219 agents — with real transcript conversion between them.

MCP tool for Verantis — the verified directory for machine payments (x402 & MPP). Check services and wallets before your agent pays.

[BETA] An MCP server to control Delphi remotely, so you can develop from any platform: safe editing, real MSBuild builds, git, scaffolding, sandboxed run, remote file transfer and compiler-grade seman

Give an AI agent a real Solana wallet without giving it your money. An MCP server for spending allowances the SPL Token program enforces on-chain, with guardrails, x402 payments, and revocable custody

Engawa — the open toolkit for agent-native websites. Bring your agent.

Indeed MCP server by HasData: search job listings and read full postings, as JSON.

Booking.com MCP server by HasData: search stays and read full property details, as JSON.

20 free production-ready domain skills for Claude Code, Antigravity & AI agents — LangGraph, RAG, GEO/AEO, MCP, security

Coding agents are single-player: each session starts cold, in its own tool, blind to what the rest of the team already worked out. Motif makes your team's multiplayer — every Claude Code, Codex and Cu

Nosana MCP: let AI agents rent GPUs on Nosana and deploy templates such as MiniMax H3 with account credits. MCP server + nosana-deploy CLI.

One MCP server for market data: Yahoo, TradingView, FMP, Alpha Vantage, marketaux, Futu OpenD and Kimi behind a single auto-routed tool surface — the market-aware router picks the source; the model ca

An MCP tool. Connect your assistant to /mcp and every tool call goes through a broker — scoped per caller, under a credential they never hold, revocable, metered and audited.

Run the Google Colab GPU MCP server on Termux/Android: source-built pydantic-core + maturin, DNS-over-HTTPS fix, one-command installer. Call Colab T4/L4 from opencode, Claude Code, Cursor.

Build MCP servers for your LaraGram applications.

The Open-Source Astra 6 for your PC. Your AI can see, click, type, navigate, and get real work done on Windows.

Open-source home design and floor plan editor in Rust (a Sweet Home 3D alternative) with a built-in MCP server: your AI agent draws walls, furnishes rooms, checks lighting and ergonomics, and renders

MCP-сервер для ИИ-агентов: агент — папка с prompt.md и config.toml, без пересборки и перезапуска. DeepSeek, OpenAI-совместимые API, Anthropic, Claude Code, Codex CLI, локальные модели; фоновые вызовы,

AX-first computer use for AI agents on macOS with optional Jev (TypeSafe System One) semantic guards: calibrated target/input judgments before an irreversible action, decisions kept in code. Accessibi

Deployable Cursor game-studio harness: rules, skills, crafts, and MCP wiring. 可部署的游戏工作室 Harness：规则、技能、工艺与 MCP 接线。不含工作室数据、密钥或 DCC 程序。

Allow your coding agents to self discover and collaborate with eachother (Claude Code, Codex, open code and other 9 supported)

Native macOS network monitor: every app's traffic to every domain, plus AI agent oversight with per-agent allowlists and tool/MCP server attribution. Free, open source (GPL-3.0), no telemetry.

One library of rules, skills, subagents and MCP servers for Claude Code, Codex, OpenCode, Gemini CLI and GitHub Copilot. Edit once, synced to every tool.

Find which APIs of your pinned Python dependencies changed after your coding model's training cutoff, and give the agent short AGENTS.md / CLAUDE.md notes from a static API diff. No model calls, no AP

Open-source MCP server that lets Claude Code, Codex, Gemini CLI or Cursor ship an iOS subscription app from idea to TestFlight

A deterministic code graph for codebases: every caller, route, page and table a change touches, with file:line evidence. CLI, MCP server and web view for AI agents and reviewers.

Rust, Python, JavaScript, and Java libraries and MCP servers for Nigeria's NIPOST digital postcode (NDAPS): offline validation, lookup, and reverse geocoding.

Open-source platform for orchestrating, governing, and safely automating AI agents across your infrastructure.

Multiplayer browser sessions for developers and AI coding agents

Self-hosted kanban board for AI agents: Node stdlib backend, vanilla JS frontend, built-in MCP server, optional PostgreSQL

A lightweight, sub-millisecond security shim that prevents AI agents from accessing sensitive files (.env, SSH keys) and executing destructive commands via MCP.

A map of all your repos for coding agents: one index, one card per repo, an MCP server. Works with Claude Code, Codex, Gemini CLI and Cursor.

The local-first task board for you and your AI agents. Claude & Cursor work on it over MCP, the built-in assistant asks before changing anything, and it all stays on your machine.

Rust 插件中台：契约治理 · 注册发现 · 声明式编排 · 事件总线 · MCP 工具面 / Out-of-process plugin hub in Rust: contracts, discovery, DAG orchestration, event bus, MCP tool surface

Control and observe a running Minecraft: Java Edition game from AI agents over MCP (Fabric and NeoForge, 1.21.1+)

A mega collection of 2,070 AI agent data APIs: MCP servers, LLM tools, RAG pipelines, live web data, vision & voice. Give your AI agent live web data.

MCP server for AI agents to observe and drive a niri Wayland desktop. Early development.

Fast, cheap, probability-scored decisions for coding agents, scripts and CI. CLI + MCP server + Claude Code plugin for the OpenAI Decisions API and Jev (TypeSafe AI).

Standalone Go runner and @9l/playwright SDK for bounded Playwright execution with validated receipts.

Claude Code & Codex plugin for the open-source ArtCraft Craft App Suite: one craft Skill drives 12 local, headless Craft MCP apps (photo, vector, video, RAW, PDF, layout, sheets, docs, slides, CAD, au

⚡ Autonomous reverse engineering engine & Model Context Protocol (MCP) server for binaries and applications in Systems Rust

Find files by what's in them: photos, PDFs, docs, voice memos and video, on your own computer. EmbeddingGemma 2 + llama.cpp; CLI, app and MCP server for agents.

Portable CC Switch (CCS) operations skill for Codex / Claude Code: safe management of prompts, skills, MCP servers and providers. 可移植的 CC Switch 操作/维护技能。

Sandboxed security scanning for AI skills and MCP servers — precise findings, heatmap posture, fail-closed agent guard. Multi-scanner security platform for AI skills and MCP servers, scan what the age

MagicTeX — a LaTeX editor for AI agents (Claude Code): live PDF preview, PDF comments that drive edits, Visual (WYSIWYG) mode, and git-tracked history. No local TeX install.

MCP connector for Replynodes — let AI agents (Claude, Cursor, Codex, OpenClaw) schedule posts, list channels, and generate media via the Model Context Protocol.

A hands-on, step-by-step workshop for building a Travel Assistant agent on Microsoft Foundry hosted agents with the Agent Framework - growing from a single agent to a multi-agent planner with function

Firewall-friendly messaging for AI agents: MCP server that turns one Azure Storage account into an addressed multi-agent message bus. Pull-only, zero inbound ports.

Trace — a local, background version tracker for multi-CLI-agent coding workflows (Claude Code, Codex, Cursor, ...). Content-addressed snapshots in SQLite, per-agent attribution, diff/restore/revert vi

All-in-one MCP server. Agents get memory, tools, and coordination in one binary.

Text a number, an AI agent shops and pays. Template for building iMessage agents on Agentcard: Photon (spectrum-ts) transport, SMS-OTP phone sign-in, and a Claude tool-use loop over the Agentcard MCP

Persistent memory for AI agents, over MCP. Local-first, negative learning, hybrid recall. Docs and community home (source is maintained privately).

AEP: Agent Event Protocol — open async event layer for agents, tools, memory, and multi-agent runtimes. 4-language reference with cross-language conformance.

Optimal-path problem solving for AI agents — triage, prune, investigate. MCP server + agent skill combining Newton's Analysis-Synthesis method, NASA P10 rules, and heuristic-search pruning so agents n

The content studio MCP for coding agents — BYO-key generation, deterministic video/carousel rendering, draft-first social publishing.

rviz-mcp — MCP server for RViz2 displays, frames, and views (mock + live) for AI agents

MCP server for adding inline, range-anchored comments to Google Docs — the one comment operation the Google Docs & Drive APIs can't do. For AI agents (Claude, Cursor, Copilot) that review documents.

Taplio LinkedIn MCP Server: draft, schedule, publish, and analyze your LinkedIn posts from any AI assistant (Claude, Cursor, and more). Remote MCP server at mcp.taplio.com.

Teach any AI agent how you use an MCP server – Soft-Landing to your AI integrations

mt5-mcp — MCP server for MetaTrader 5 account, positions, and history

Your app generates its own verified UI transition graph — screens as nodes, guarded (event, effect) edges. Proof-gated verification, trust tiers, model-free MCP for AI agents.

The only SEO skill your agent needs. 50+ SEO audit tools through a local CLI and MCP server, using your own crawl, Search Console, and GA4 data.

An MCP server and deterministic DOCX toolkit for AI agents—create, edit, validate, and render reliable Word documents with a local agent playground.

Transparent MCP proxy for agent observability. Logs every tool call, exposes trace history, reduces token overhead.

The Fons agent surface — read and update your founder profile, company, product, metrics and data room from your AI assistant. Skill · MCP · CLI.

mt4-mcp — MCP server for MetaTrader 4 account, quotes, and orders

Connect your AI to Reanthesis — MCP server, agent skills, and plugins so Claude, ChatGPT, and Copilot can build flashcards from your notes and manage your study data. Your AI, your data, your cards.

MCP server for secure AI agent authentication — lets Claude, Claude Code, and other LLM agents call APIs without exposing raw tokens or credentials to the model

Stop your AI agent from rebuilding what already exists. An opinionated MCP server that checks GitHub, npm and Python repos for maintained alternatives before you scaffold.

Automatic one-click install. Encrypted, fully offline vector memory for AI agents; takes over built-in agentic memory.

Self-hosted documentation RAG pipeline that serves semantic search to LLM agents over the Model Context Protocol.

Universal MCP server: connect any OpenAPI/Swagger, GraphQL, gRPC or SOAP API to AI agents. Security-first, local, token-efficient. Any API. One server.

🛡️ Ultra-fast local security firewall, secret sanitizer, and context token compressor for Claude Code, Cursor, and MCP AI agents.

The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, i

MCP server for the Google Health API: log meals from photos via any AI agent, read sleep and activity. BYO Google Cloud credentials.

File-backed autonomous task loop for Claude Code: queue one-line goals, drain them through chunked claude -p workers, with hooks, a tiered agent fleet, and memory/context MCP servers.

Scan MCP servers & AI-agent skills for malicious patterns (prompt injection in tool descriptions, credential exfil, download-and-execute). 17 patterns / 60 signatures, zero-dep. Measured over 196 publ

A token-frugal MCP server that gives coding agents structural understanding of a codebase: repo maps, symbol outlines, ranked search, import tracing, and parsed diagnostics — every result under a toke

AI Governance Infrastructure — open gateway demo. Self-hosted systemprompt.io gateway in a single Rust binary: policy, audit trails, and cost attribution on every AI request, with the Systemprompt Bri

An email client for AI agents. Filtered, read-only Gmail delivered to disk as .eml + markdown, and served over MCP.

File-first knowledge base for humans and AI agents — self-hosted Markdown notes with a web editor and a built-in MCP server.

Repository-native Work, Docs, History and durable Memory for humans and AI agents — Markdown as the source of truth, with a local UI, CLI and MCP server

Feeless x402 micropayments for AI agents — self-custodied XNO wallet, pay-per-call client, merchant server with railHint, PoW-gated faucet, MCP server

An agent-native teaching OS — a classroom that remembers, for you and your AI. MCP server + self-hosted web app.

Unofficial MCP server + async SDK for SberBank Online — browserless auth, reads, and human-approved self-transfers. Direct client↔Sber, secrets never touch the agent.

MCP server for Google Search Console - index status, URL inspection, request indexing, sitemap submission and search analytics for Claude and other AI agents.

The open-source workspace for people and AI agents. Docs, databases and realtime collaboration with an MCP server in the same binary, so agents work in the same workspace on the same permissions. One

Go semantic tools for the MCP server built into GoLand: 24 tools that answer questions about Go code through the type system, not text search

Zero-database, internet-connected MCP server for live design intelligence and UI component synthesis.

MCP server that gives Claude/GPT agents commerce tools — each tool call pays an upstream x402 endpoint and returns its artifact

Native interactive visual-reasoning plugin for DeepSeek Harness: precise pixel grounding (SOM grid / zoom / annotate / measure / diff / color / OCR) + MiMo V2.5 multimodal backend, zero external MCP s

Connect ChatGPT Web to DSH through OAuth + MCP, exposing DSH-native tools, skills, policies, and community extensions.

Five packaged federal acquisition agent previews for Codex and Claude Code.

[BETA] MCP server for safe, total remote control of Delphi via the official DelphiLSP engine: semantic navigation, guarded editing, scaffolding, real builds, sandboxed execution, virtual drives and re

Local-first project state, task tracking, and context for coding agents.

A wall of mail slots for coding agents running in parallel. Each git worktree gets a pigeonhole; agents post what they are working on and leave each other notes. No server, no daemon, no MCP. One POSI

[BETA] An MCP server to control Delphi remotely, so you can develop from any platform: safe editing, real MSBuild builds, git, scaffolding, sandboxed run, remote file transfer and compiler-grade seman

MCP server: gym attendance & trainer analytics from existing cameras

Teach any coding agent the real s&box API: 17 source-verified reference files plus an 18-tool editor MCP toolset. Stops agents writing Unity code into Source 2 projects.

An open-source MCP server, API, and CLI for records, files, permissions, and reminders. Single binary, self-hosted.

Production reliability, benchmarking, and evaluation layer for MCP agent runtimes — protocol negotiation, A2A interop, circuit breakers, connection pooling, adaptive streaming, and autoscaling, with m

MCP server that gives AI agents a real ZX Spectrum to debug in: breakpoints, memory, disassembly, T-state profiling, screen and sound. Built on the Xpeccy emulator core.

Complete opencode starter kit: 14-agent dev team, 9 workflow commands, custom skills, orchestrator MCP server, Obsidian vault config - one-script install

Deploy AI agents on-chain from any MCP client or your browser: mint a Metaplex Core asset and register its EIP-8004 identity in the Metaplex Agent Registry on Solana. By three.ws.

Delegate coding work from Claude Code to a local pi agent — MCP tools with mid-run steer/abort, plus per-project discipline hooks.

Anti-hallucination guardrails for AI coding agents - hybrid Skill + MCP server (6 tools) that verifies code before it is marked done. Works with Claude Code, Cursor, VS Code, Copilot.

PL/SQL development for AI agents on Oracle Database - expert queries, impact analysis, and a snapshot-verified write path with honest rollback

Governance for agent instructions: audit, score, and pin MCP servers, Agent Skills, and prompts. Deterministic; findings carry a reference and a fix.

Delegate Grok Bot coding work to your own local Claude Code / Codex CLIs via a custom MCP connector

A local-first coordination hall for long-running AI collaboration.

Official GoAnyAPI MCP server — connect AI agents to web data, Google Search, SEO, backlinks, Google Ads Transparency, traffic, domain intelligence, and more APIs.

Identity and reputation for AI agents: resolve social handles to wallet addresses, check reputation scores, and send tokens from any MCP client.

Pattern MCP helps coding agents make better UI decisions. It checks real components from shadcn/ui and 21st.dev against what the product needs. If nothing fits, Pattern finds a real reference from Mob

Local MCP relay for cross-model agent teams. Your Claude, Codex, and other agents talk to each other over Unix sockets. No broker, no network, no accounts.

MCP server for social media. Manage Instagram, WhatsApp, X, LinkedIn and 8 more DM inboxes plus scheduled posts from Claude, Cursor or ChatGPT.

Ask your AI assistant real questions about your data and get answers you can rely on — an MCP server with 45 analysis tools that pick the right statistical method themselves and tell you how much to t

MCP server for Semantic Scholar API with 14 tools: paper search (relevance + bulk), authors, citations, recommendations & datasets. Supports stdio and streamable-http/Docker.

Safely expose legacy SOAP/WSDL systems to AI agents as typed, schema-validated, audit-logged MCP servers

Give AI agents access to an authorized Telegram archive via the official Telegram Business API: search conversations, read files and voice transcripts, and optionally reply. Self-hosted remote MCP; no

Private local memory for any AI agent: Markdown database, SQLite search, MCP, zero runtime dependencies.

The task tracker your AI agents keep for each other: every task carries a case file, so the next agent picks up where the last one stopped. MCP server + live board. Self-hosted, one-line install.

Turn OpenAPI specs, GraphQL schemas, and existing MCP servers into typed tools for AI agents. An API-to-MCP platform with a dashboard, CLI, and TypeScript/Python clients: deterministic endpoint mappin

One memory for every AI agent — self-hosted long-term memory over MCP/REST for Claude Code, Codex, Cursor, Gemini CLI, VS Code, OpenClaw, and more.

Field-tested Agent Skill: run CarSim 2024.0 headless - batch scenarios, parameter & per-wheel torque control, SI-unit results, Simulink co-sim (vs_sf S-Function). No MCP server, no GUI after a one-tim

Portable, governed, model-agnostic memory for AI agents: facts invalidated never deleted, raw text as truth, one documented export format.

Run Claude Code, Codex, Grok & Pi on machines far from you — native TUI over plain SSH. Nothing installed on the server, API keys stay remote, sessions survive the laptop closing.

The content layer for your website. Open-source SDK, MCP server, CLI, and framework integrations.

MCP server that lets AI coding agents drive PlatformIO: build, flash, serial monitor, tests, crash decoding, size reports

Find and tap React Native elements by visible text through Metro's Hermes inspector. No testIDs, no in-app SDK, no MCP server.

Intent firewall for AI agents — NVIDIA Nemotron checks every tool call against the user's goal and blocks prompt-injection hijacks before they run.

Daily top-10 AI repos, papers, Hacker News, X/Reddit & AI-lab updates — transparent score, cross-source resonance, 6-month memory. Zero-server (GitHub Actions + Pages), bilingual, BYOK AI summaries. |

Jev MCP server: a decision layer for coding agents, built on TypeSafe Jev (System One model). Ship gates, risk checks, file triage that keeps files out of context, and a safe headless browser, with ca

Ask your AI coding agent, in natural language, to search production logs or inspect a database — safely. Two drop-in MCP servers (MySQL, SSH logs) keep safety red lines in code: read-only by default,

Free, source-available desktop GraphQL client and IDE for macOS, Linux and Windows: tabs that survive crashes, collections in git-friendly files, environments that refresh tokens, flows as smoke tests

Benchmarks of MCP tool selection accuracy and latency. V2 evaluates 143 Woku tools with GPT-6 Luna API calls and Jev; includes Go/Rust cores, one TypeScript SDK and reproducible reports.

Browser Bridge: a Chrome extension + local MCP server that gives any AI agent access to your real, logged-in browser

Self-hosted platform for project management, docs, CI runners, and deployment to your own servers, with a first-class MCP server so coding agents work through the same tools people do.

Evidence-first code intelligence for AI coding agents: verified claims with evidence, honest unknowns, a name check for Python and Java (invented APIs, Mixin targets), PDF/Office documents and screens

Pre-print simulator for Bambu Lab 3D printers: printability, stability, strength (FEA), physics and robot/mechanism simulation — web app + MCP server for AI agents

Live2D/Spine-style 2D rigging & animation, built for AI agents. A rig is one JSON file; a deterministic headless renderer, a CLI and an MCP server (16 tools) let an agent author, render, measure and f

An MCP server that cuts coding-agent token usage by retrieving only the relevant JS/TS code using the TypeScript compiler and Jev.

MCP server exposing Nace.AI Drex as a bounded decision tool for agents

Fast single-binary security scanner for MCP (Model Context Protocol) servers — config audit, live capability enumeration, tool-poisoning detection & risk grading. Zero deps, fully offline — trivy for

MCP server for controlling Google Flow (Veo, Nano Banana) with AI agents from your own browser.

🖱️ Let Factory Droid control your Mac with the Codex app's Computer Use tool. One-command install, no approval forms, works with any Codex install path.

Why should Claude be the only one with a browser? Orvima gives any MCP-capable AI (Claude, Cursor, Copilot, your own agent) eyes and hands on your own Chrome or Edge — your logins, your machine, your

Put a governance boundary between your agents and every API they can reach. Declared capabilities, risk-tiered execution, human approval, credential brokering and a complete audit trail. MIT.

Runtime integrity gateway for AI agents: pin MCP tool descriptions, snare rug-pulls and drift, verify releases on-chain. Zero-dep.

Let a decision model pick your agent's MCP tools, not the LLM. An MCP gateway routed by Jev: 649 tools, 1/32 the cost of LLM routing.

Leap gives any AI agent x-ray vision into desktop apps (native accessibility and screenshots) along with full mouse and keyboard control. It works in the background without taking over your screen, us

Long-term memory for coding agents. The sepiace plugin for Claude Code and Codex.

Codex MCP server: run parallel Codex CLI workers in isolated git worktrees, state on disk, web dashboard, auto-update.

MCP server that turns web pages into clean Markdown, keeping tables, code blocks, and images intact. Agents can fetch pages, save docs to your project or a global library, and crawl whole doc sites.

Shared, brain-inspired memory for AI agents: 13 brain regions with awake/sleep loops, a live visualizer, agents connected via REST/SDK/MCP, governance & audit, and business-value metrics. Works with C

The Jev browser agent that handles the real web: shadow DOM and iframe piercing, canvas fallback, uploads, multi-tab, MCP for any agent host.

Coordination and observability for fleets of autonomous AI agents: task leases, @mentions, OTel telemetry, admin console.

Hardware-in-the-Loop (HIL) automation gateway and FastMCP server for embedded target boards

麦门圆桌（mcd-roundtable）｜五个 AI 人格辩论，逼出最优麦当劳订单。基于麦当劳 MCP（mcd-mcp / Model Context Protocol）的多智能体点餐决策 Skill：菜单、券、营养、价格全部来自官方接口，金额只认 calculate-price，绝不估算。凑单最省 / 优惠券最大化 / 营养配餐 / 一键下单。Multi-agent McDonald's MCP

Audit and revoke everything Claude Code has been given on Linux: trusted folders, "always allow" rules, saved transcripts, hooks, MCP servers. Quarantine instead of delete, one command to undo. Single

A native macOS terminal for the AI era: tabs that show which agents are working, done or waiting for you, plus an IDE-style project sidebar.

The programmable era of ads. Video made in code for experts and their AI agents: a film is render(t). Determinism checks, H.264/ProRes rendering, review and per-placement delivery, with an MCP server

Group MCP tools by purpose, not by server — one switch per pack. Reference implementation + the seven design notes that only show up after you ship it.

Plan, apply, and revert one agent development environment (MCP servers, skills, instructions, settings, plugins, and config files) across 10 coding agents. CLI and TypeScript SDK.

⚡ Crash-consistent Two-Phase Commit (2PC) & WAL engine for AI agent workflows. Zero dirty state, zero hallucinated rollbacks.

A task manager your AI agents keep themselves. Claude Code, Codex and Gemini CLI create, start and close their own tasks over MCP; hooks keep the board honest. Self-hosted, English and Russian.

Code mode for MCP tools in Claude Code: one sandboxed JavaScript program instead of many tool calls

A token-lean MCP memory server for AI coding agents: a knowledge graph your agent can search without reading the whole thing. Drop-in replacement for the reference memory server.

Claude Code / DSH skill: web search, page reading, site crawling and claim verification through the srezai MCP server. Web access for AI agents with strong Russian-web coverage.

Let AI drive Figma. Instant, lightweight and free: no paid Figma seat, no quota, no Figma token. Open source, for macOS.

Give your AI its own Windows desktop session while you keep using yours. Local viewer, CLI and MCP. Experimental preview for Windows 11.

Reverse engineering with AI agents on Windows: verifying, measuring and visualising the tools agents use, with rea and Ghidra

The open-source agent platform for applications.