MCP servers for mcp

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

Open-source MCP server for comparing products and asking the buyer before purchase.

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

Daily radar for new AI terms: names of new models, products and repos, caught on X, Hugging Face, GitHub and sitemaps before keyword tools list them.

⚡ Blitz Strike — a universal MCP penetration-testing toolbelt. Structured methodology: reconnaissance & attack-surface mapping, source-to-sink analysis, and live validation. 57 escalation chains, 130-

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

runs anywhere. uses anything

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

DeepSeek Harness Desktop App: a local AI desktop workspace for DSH Sessions, projects, files, web research, plugins, and Office artifacts.

Open-source SEO + GEO skills for Claude — keyword research, rank tracking, site audits, backlinks, competitor gaps, AI visibility. Runs on your real Search Console / GA4 / ads data via MCP, with DataF

Your agents already solved this. deja finds it — retroactive search and MCP recall over the session logs your coding agents already wrote. Cross-agent, SSH-portable, one zero-dep binary, fully local.

Win顺：免费开源的 Windows 快速搜索启动器。双击 Ctrl，拼音秒搜文件、全文搜索 Word/Excel/PDF、剪贴板历史（代替 Win+V）、对话框搜索、任务栏搜索、插件、AI 助手 MCP。Free Windows search launcher: pinyin file search, full-text search, clipboard history, MCP server

A Datalog engine for LLM agent memory: stratified rules, provenance-tracked facts, incremental derivation, and an MCP server that lets your harness use it as a shared brain.

🍟 麦当劳门店派对成团调度 Skill — 把派对从「策划」推进到「办得成」：成团概率雷达 / 包场vs拼团 / 择日黄历 / 儿童营养指数 / 招募卡与邀请函

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.

MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability

BankMCP™: your AI can now read your bank. Self-hosted, read-only MCP server for your own bank accounts via open banking (Enable Banking). Standard MCP; tested with Claude and Ollama.

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 collection of remote MCP servers.

A curated directory of 280+ official MCP servers from the companies behind the products. No unofficial forks, no abandoned projects.

Generate realistic teacher documents (ID cards, licenses, letters) for 13 countries via MCP.

麦当劳省钱点餐助手（麦门精算师）｜麦当劳优惠券组合优化 Skill：拉取麦当劳菜单与全部可用优惠券，算出最省的点餐组合，巨无霸套餐 ¥47 → ¥21.9（省 53%）。McDonalds MCP（麦当劳 MCP）coupon optimizer · McDonalds China MCP Server · Agent Skill for WorkBuddy · 麦当劳程序员创意开发大赛参赛作品

Desktop automation MCP server — computer use for any AI agent: control screen, windows, mouse/keyboard, and Chrome via Model Context Protocol (stdio)

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

Tradingview MCP server for controlling Tradingview Desktop from Claude Code via Chrome DevTools Protocol

Assistant vocal local en francais : Claude ou Ollama (offline), domotique Hue, OBS, agenda, navigateur, appels Twilio, serveur MCP. Python.

Local-first conversational AI video editor with a professional multi-track timeline, Agent Skills, MCP integration, and Remotion-powered rendering.

🦆🧠 Give your small robot a brain. Tell a Microduck, a Reachy Mini, a LeRobot arm or any ROS base what you want in plain language. An LLM (Claude, OpenAI, Gemini, Grok, or a local model via Ollama, vLL

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.

MCP server: repo map, code search, and token-aware context packs for AI coding agents

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

M-CODE WRAPPED · 麦当劳数据全景报告 + 个人年报 + 方言播报

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

MCP server for Digikala: search, compare and price-check products on Iran's largest marketplace. Read-only, no API key. 16 tools, hosted on Cloudflare Workers.

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

Stock Trade MCP server in Tiingo with stock prices, news, forex, and fundamentals programmatically via the MCP

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.

Tek MCP sunucusu, iki mağaza: App Store Connect + Google Play. Tamamen Türkçe.

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

Memory-safe Rust controller for your own Sonos speakers on your own LAN — reliable SSDP/UPnP-SOAP/GENA interoperability (S1 + S2), a Spotify-library classical DJ, and a CLI + HTTP API + MCP server so

ESPN draft and lineup tools for Codex and other MCP clients, with browser sign-in, approval modes, per-team limits, and server monitoring.

Free, local AI music studio for Windows—generate songs, play instruments, arrange, mix, export WAV, and connect Codex or Claude through MCP.

A curated catalog of Model Context Protocol servers for French data, laws, and services.

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

用 git 命令点麦当劳：add 放购物车，rebase 凑最省，push 确认后才下单；card 生成 1024 吃麦贡献图（3D 汉堡天际线 / 年度小票）。基于麦当劳 MCP Server，附 --demo 无 Token 试玩和 Agent Skill。非官方参赛作品。

Local MCP server for controlling TikTok LIVE Studio through its verified Stream Deck Socket.IO channel.

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.

麦当劳 MCP Agent Skill：查「附近有什么麦麦活动」，生成卡通活动地图——门店位置取自官方经纬度，只展示已核实可预约场次 🍟

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.

The Biomimetic Context Engine & Neural Runtime for AI Coding Assistants

The open source AI coding agent, in Rust. CLI, TUI and HTTP server for local AI agents — no Docker required.

Catalogo curato dei server MCP (Model Context Protocol) italiani — dati pubblici, legal-tech, fatturazione, PA e altro.

Browser automation where an LLM plans and Jev (Typesafe System One) decides. Library, CLI and MCP server.

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

Homekit gives any AI agent direct, physical control over Apple Home. Flip lights. Lock doors. Read sensors. Through a single open interface.

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.

Revenue-first website analytics installed and verified by AI agents through MCP

MCP server for Divar — search, compare and analyze classified ads. Read-only, no API key.

A curated catalog of Model Context Protocol servers for Swedish data, laws and services.

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

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

A curated list of MCP servers for SEO. Search Console, keywords, backlinks, crawling, SERPs and AI search visibility, verified with install details and auth requirements.

MCP security scanner — offline, deterministic A–F Trust Score for Model Context Protocol servers. Detects tool poisoning, prompt injection & toxic flows.

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

Servidor MCP para buscar productos, comparar precios y armar la mejor lista de compra en supermercados chilenos (Jumbo, Santa Isabel, Unimarc, Tottus, Lider) desde Claude o ChatGPT. 100% local.

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

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,

WordPress MCP server plugin, live on WordPress.org. Connect Claude Code, Cursor, or any MCP client to WordPress over stdio (WP-CLI) or HTTP. 56 abilities, self-contained, no cloud.

Девять российских маркетплейсов и китайский Taobao как MCP-серверы: Wildberries, Ozon, Яндекс Маркет, Детский мир, Авито, Мегамаркет, Lamoda, DNS, Ситилинк. Плюс сравнение цен по всем сразу. Только чт

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

Claude Desktop .mcpb bundle for Upvote.club. Part of upvoteclub/upvote-club-mcp-* family — see core repo for all packages.

Self-serve stdio MCP for Upvote.club. Part of upvoteclub/upvote-club-mcp-* family — see core repo for all packages.

Streamable HTTP remote MCP for Upvote.club. Part of upvoteclub/upvote-club-mcp-* family — see core repo for all packages.

MCP Apps with task progress UI for Upvote.club. Part of upvoteclub/upvote-club-mcp-* family — see core repo for all packages.

Shared MCP server for Upvote.club Public API. Hub repo — links to local, mcpb, remote, apps packages.

jev-seo: Rust SEO and GEO CLI plus MCP server for coding agents: 50-rule audits, live crawls, GEO scores, rank drift, CI gates. MIT, zero subscription.

🛡️ Security audit CLI for Model Context Protocol (MCP) servers — scan AI agent configs for tool poisoning, rug pulls, hardcoded secrets, command injection & supply-chain risks. Pure Python, SARIF + CI

🦀⚡ Community skill pack & CLI for Genspark Claw, OpenClaw & Hermes agents — 5 production-ready SKILL.md skills (deep research, reports, slides, browser automation, AI call prep), zero-dependency Node.

A curated, tracked list of Model Context Protocol (MCP) servers for geospatial, GIS, mapping, and earth-observation work — geocoding, routing, PostGIS, STAC/imagery, QGIS/ArcGIS, weather, and the comm

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

Policy-aware OAuth 2.1 MCP gateway for Microsoft 365 operated by 21Vianet

Heimdall — MCP server for the Apple App Store Connect API & App Store Server API (StoreKit 2). 982 tools generated from Apple's official OpenAPI spec. Client-agnostic: Claude, Codex, Cursor, and any M

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

Multi-vault and multiuser Obsidian MCP

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

Pre-submission integrity gate for LaTeX papers: every reference verified against real scholarly records. No LLM guessing.

A curated, tracked list of Model Context Protocol (MCP) servers for geospatial, GIS, mapping, and earth-observation work — geocoding, routing, PostGIS, STAC/imagery, QGIS/ArcGIS, weather, and the comm

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

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

The Arabic AI ecosystem as a map, a list, and a skill your agent can install.

Let ChatGPT use Codex's local toolbox, then call Codex only when needed.

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.

Unofficial read-only MCP server for Snappfood & SnappMarket: search food and groceries, compare prices, find deals.

Connect an AI agent to Verified Handles: setup for each client, the MCP Registry listing, a Claude Desktop extension.

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)

Android device bridge for Claude Code via MCP + Shizuku. No root, no model polling.

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.

Turn tab overload into a local-first workspace with intent-first AI organization and Agent collaboration through MCP.

Turn PDF and EPUB books into cached AI analysis, Obsidian notes, and installable Codex/Claude Agent Skills through an open MCP server.

MCP server that exports your LinkedIn job applicants (lists, resumes, profiles) through your own Chrome, paced like a person, with a local dashboard

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.

Unofficial read-only MCP server for Digikala: search products, compare sellers and prices, price history, reviews, deals.

A floating chat bubble that lets Claude Code, Codex or OpenCode use your Android phone. Runs inside the app on your own subscription or free models. No adb, no PC, no root.

Local-first AI workbench for DSH Plugins, combining Agent sessions, project files, data analysis, web research, MCP, and Office artifacts in an Electron desktop app.

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

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

将工业设备变成 AI 可控工具的 MCP 服务器。支持 Modbus、OPC UA、MQTT 三种协议，内置设备仿真引擎、物理模型和完整的调试工具链。让 Claude 用自然语言监控传感器、启停电机、执行工厂巡检。

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

Next-gen AI crypto trading platform & execution framework powered by Claude AI and Google AI models. Real-time sub-50ms HFT order routing, TradingView signals, Bitget & AvaTrade connectors, and native

A free, open-source Shopify store and Meta ads spy tool. Find winning stores, see the ads they run, track competitors. Every number measured, nothing estimated.

🍟 麦当劳中国官方 MCP 智能助手技能：把 35 个原子工具编排成 4 条业务流 —— 活动推送 · 联名关注 · 最优惠点餐 · 多人群点聚合账单。算价用 calculate-price 真算，下单必二次确认。｜McDonald's China MCP agent skill: campaigns, collab watch, best-value ordering, group bill s

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

Call the FoxData App Store Data API for iOS & Google Play app data — downloads, revenue, rankings, keywords, ASA ads, competitors across 200+ countries. Content hub with code examples and tutorials.

Official MCP server for Consensus. Search 220M+ peer-reviewed research papers from Claude, ChatGPT, Cursor, and any MCP client.

Windows stdio MCP server for MikuMikuDance authoring and MME settings

Codex plugin: choose which past images go to the model with your next message. Unchecked images become placeholders, the task goes on, and requests stay small.

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

Bring ChatGPT’s reasoning to your local codebase. Work directly, or delegate larger tasks to DSH.

Know why your model won't print. Fix it. Prove it. — mesh analysis, repair and smart retopology for 3D printing, by Geekatplay Studio

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.

Context compression for MCP. Same upstream call, exact results recoverable.

MCP server for administering a Zigbee2MQTT estate: health reporting, mesh diagnostics, OTA updates, pairing, binding and device options over the MQTT bridge API.

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

Anti-hallucination gate for AI coding agents — 8 MCP tools catch invented APIs (17 languages), fake "all tests pass" claims, and slopsquatting packages before they ship. Zero-dependency Agent Plugins

Maybe the headless Ghidra MCP you are looking for.

Open Reality: phone video to AI-queryable 3D scenes. MCP tools for Claude/Codex/Cursor (npm openreality-mcp), the self-hostable broker, and the VGGT-SLAM library, in one repo. BSD-2-Clause.

Long-term memory for AI coding agents (Claude Code, Codex, opencode) as a tree of plain files

Multi-session IDALib MCP router for coding agents. Analyze multiple binaries in parallel with IDA-compatible reverse engineering tools.

Jetson Nano edge AI vision Agent Harness: real-time video analytics, MCP tools, event evidence, DeepSeek online/offline, secure recovery

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

麦当劳 MCP 全能助手 | 全覆盖 35 个工具 · 7 大工作流 · 14 条防错铁律 | 领券 / 点餐 / 外送 / 派对预约 / 积分到期止损，附零依赖 CLI 通道

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.

Let Claude and Codex call each other from their desktop apps to review, cross-check or implement, with a live side panel. / 让 Claude 与 Codex 在各自桌面版里互相审查、协作的插件。

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

MCP server for git repositories: local git in-process via gitoxide, plus GitHub, GitLab, Gitea and Forgejo through their CLIs

MCP server + Blockbench plugin that lets AI agents build, texture, animate and render Minecraft-style and low-poly 3D models in Blockbench.

MCP server for Redmine. Enables AI agents to work with issues using simple natural language commands.

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.

Keenetic router control for Claude Code, Codex, Cursor and any MCP agent. An MCP server over the router's own RCI API, plus ready-made plugins whose skills teach the agent how the hardware really beha

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

Self-hosted error tracking. A drop-in for Sentry and AppSignal SDKs: one Go binary and Postgres, with Slack, Linear, email and an MCP server for coding agents.

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

把你的麦当劳积分和优惠券当成一份资产来管：折算人民币现值、排出最优兑换出口、量化过期风险，并给出可执行的兑换路径。

OrcaSlicer MCP — drive OrcaSlicer from Claude or any MCP client: load models, tune settings, slice, analyze

Minecraft Java Fabric mod and MCP server for AI-assisted world inspection, building, validation, screenshots, and persistent undo.

Ask Claude Code or Codex CLI to launch and manage your Meta ads in plain language. This repo is the small MIT installer: one npx command connects your agent to Nerdboard's hosted MCP server, so there

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.

🛡️ Free open-source AI-powered security terminal & vulnerability scanner (CVE, SBOM). Supports SSH, SFTP, RDP, VNC, Serial, and 12+ autonomous AI agents (DeepSeek, OpenAI) for automated security workf

Ask for the symbol, not the file. Token-efficient MCP server giving AI coding agents symbol-level reads of TS/JS, Rust, Python, Java, Go, JSON, and Markdown

🦞 Headless real-time Python voice assistant powered by ElevenLabs, Gemini, Mem0, MCP tools, and local wake-word detection.

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

MCP server for ICTFax — list and track faxes, upload documents and send faxes over ICTCore REST. By ICT Innovations.

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.

Laravel-aware static analysis for the debt AI coding agents leave behind. 24 rules, git-diff review, a Rector and Pint fix pass, Pest expectations, CI annotations, agent rulesets and an MCP server. De

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

Connect AI agents to a live Synopsys Verdi session through MCP: waveforms, signal values, driver tracing, and RTL source.

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.

The bridge for remote MCP — seamless OAuth, resilient auth recovery, production-grade reliability

Multi-agent workflow orchestrator with MCP tool servers: planner/executor agents, tool-use loop, MCP client/server, tracing and durable runs.

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.

Keyless-first MCP for better web research — DuckDuckGo out of the box, Brave/Tavily optional, 3-tier extraction (HTTP → hydration → Playwright)

MCP server for ICTContact / ICTDialer — monitor outbound campaigns and start/stop them. By ICT Innovations.

MCP server for ICTDialer — monitor cloud auto-dialer campaigns and start/stop them. By ICT Innovations.

MCP server for ICTBroadcast — monitor outbound voice/SMS/fax campaigns and start/stop them. By ICT Innovations.

Read-only MCP server for ICTPBX — extensions, DIDs, SIP trunks, tenants and PBX statistics over ICTCore REST. By ICT Innovations.

MCP server for ICTExam — read exams, gradebooks and item analysis; parse papers with AI and publish exams. By ICT Innovations.

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 high-precision calculation & binary data MCP server with chained batch execution (batch_calc), bitwise logic, IEEE 754, crypto, and math.

Use your ChatGPT or Claude Web quota for remote coding without a second server-side API token meter

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

Amber Notes: the free, open-source notes app for iPhone and Mac that ChatGPT and Claude can use (MCP).

麦门全能管家：基于麦当劳中国官方 MCP 的一站式助手——自动领券、权威比价、点餐推荐、每日巡检、巨无霸指数。2026 麦当劳程序员节创意开发大赛参赛作品。

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

麦麦积分精算师 — 基于麦当劳中国 MCP，把「渠道费 / 券叠加 / 积分机会成本」统一折算到一个目标函数「到手成本 = 现金 + 积分 × 影子价格」，回答同一份订单在到店自取、麦乐送、美团、饿了么哪边到手最便宜、该叠哪几张券、要不要动积分；并给出积分价值矩阵（同积分价值差 13 倍）、抽奖期望值边界与到期止损方案（麦当劳程序员创意开发大赛参赛作品）

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

MCP management console for the official DeepSeek Harness MCP client: /mcp command with health diagnostics and pipeline trial calls, a Settings MCP tab with server CRUD (approval-gated writes, automati

Rust-native, multi-session headless IDA Pro MCP server with isolated workers and stdio or Streamable HTTP transports.

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.

대한민국 공공데이터를 조합해 서비스 아이디어를 설계하는 정적 메타데이터 MCP 공개 베타

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

MCP server that lets Claude run Google Earth Engine

AI-native, open-source game-dev toolkit: official Godot 4.7.1 + a checksum-locked WebGPU browser backend that renders 3D in-browser (verified on real GPU hardware), with MCP servers and agent workflow

A powerful, project-aware Model Context Protocol (MCP) server for GameMaker Studio with 190 tools, GML static analysis, refactoring, and automated builds.

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/.

AI-native HL7 v2 toolkit with generation, validation, HL7→FHIR conversion, MCP & Claude Code integration. Bringing healthcare interoperability into the AI-native developer ecosystem

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

The memory layer that gets better as you use it. What broke, why, what depended on what, even the "push this to Wednesday" kind of thing that never makes it into any doc. No one has to write it down.

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

A panel for proxy and VPN servers: Xray (VLESS/REALITY, VMess, Trojan, Shadowsocks), Hysteria2 and WireGuard, with users' own pages, a live status globe, country rules, a REST API and MCP.

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

麦麦餐厅-慧眼识人 | 麦当劳 2026 年 1024 程序员创意开发大赛参赛项目：基于麦当劳 MCP 真实餐品数据的出餐配餐与优惠推荐练习游戏（单文件 HTML，双击即玩）

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.

MCP server for Claude Desktop and other Model Context Protocol clients — sandboxed filesystem access (read/write/edit/search) plus Dev Mode-gated shell command execution, scoped to a single workspace

Measurable image + document toolkit. Bit-exact SVG from flat art (SSIM 1.0000, verified by rendering it back); beats potrace, imagetracerjs and vtracer on photographs. 11 raster formats, every pair co

MCP server: 让你的Ai用电脑发出声音(ElevenLabs TTS, volume set/restore). macOS / Windows / Linux.

DSH (DeepSeek Harness) plugin that launches and drives a running Godot 4.x game through its in-game TCP interaction server — replaces the godot-mcp MCP server with native agent tools.

Beautiful docs for humans. Native tools for agents. An open-source Astro framework for documentation you own end to end: Markdown in, static site with search, an API reference and an MCP server out.

Open-source MCP server for Autodesk Navisworks Manage 2024-2026: AI-assisted BIM clash detection, root-cause analysis, coordination plans and verified model workflows.

Rust-native multi-session headless IDA Pro MCP server. One supervisor, one IDA worker per database, compatible with the ida-pro-mcp public contract.

Your agent cannot listen to audio. harken fixes that — locally. MCP server + CLI, one 13 MB binary, fully offline: no Python, no ffmpeg, no API key.

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.

Native Mac tools for AI assistants. A Swift MCP server for Apple apps, starting with Reminders and Calendar.

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

Angular DevTools : inspect components, signals, DI, and routes. Runs as a Chrome extension, embedded panel, standalone CLI, static report, or MCP server for coding agents. Built with Devframe.

Binders for macOS: local-first dictation, meeting notes and memory, with an MCP server for your AI tools. Private by design, free, open source.

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.

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.

Replace dsh's built-in web search with search MCP servers (Tavily/Brave/Exa/Perplexity/DuckDuckGo/custom), configured from the web Settings page. Disables the built-in DeepSeek search provider while e

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

Локальное обезличивание документов перед отправкой в LLM и обратная подстановка после ответа. Скилл, MCP-сервер и CLI.

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

Wildberries MCP Server

Ozon MCP Server

Self-hosted market-research terminal: SEC filings, market data on your own vendor keys, and 37 read-only MCP tools for your own AI agent. pip install alphadesk. AGPL-3.0.

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

一亩三分地自动签到 + 每日答题：在你自己电脑的 Chrome 里、用你自己的登录完成，不经过第三方；也是给 Claude Code / Codex 用的 MCP 服务。1point3acres daily check-in & quiz automation, local-only, plus an MCP server for AI assistants.

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

An offline video player for macOS. Paste a link, watch with bilingual subtitles, and let your agent read along through the seesee MCP server.

麦当劳 MCP 订单可视化 · WorkBuddy 开发的九幕长卷生成器 —— 调用麦当劳中国官方 MCP 只读接口 order-list，把历史订单做成《重庆森林》质感的九幕图文长卷（1080×1440 竖图 / 长图 / PDF）

MCP security scanner — vet a Model Context Protocol server before you add it to Claude Code, Cursor, or Windsurf. Grades it A–F, catching credential theft, tool-poisoning, and install-script payloads

Share an Instagram reel to Claude and have it watch, research, and build what it shows. Self-hosted MCP connector (yt-dlp + ffmpeg + Groq Whisper).

Shared memory layer for AI agents. Deploy once, connect Hermes/Trae/Cursor/Claude Desktop via MCP - they all share one memory. $0/month on Cloudflare free tier.

Agent-native MCP server for evidence-backed clinical calculators.

Local CLI that audits coding-agent configuration for security, instructions, context, and MCP — no API key or code upload by default.

한국 초등 2022 개정 교육과정 학습 그래프 MCP 서버 — 성취기준 원문 수록

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.

MCP server that gives text-only LLM coding agents vision — analyze images via any multimodal model (mimo, Claude, Gemini, OpenAI-compatible). Works with Claude Code, Codex, Kimi, opencode, PI.

The Brain of Theseus — a plain-text roguelike written to be played by an AI, over MCP (stdio). Reincarnation, memory, and irreversible cyberization. Zero dependencies, Python 3. 给 AI 玩的中文纯文本 roguelike

Universal Agent Plugin for safe BLE diagnostics and automation, with Agent Plugins 1.0.0 metadata, a portable Skill, deterministic CLI, local MCP, and evidence capture/diff/replay.

Curated list of AI tools for Magento 2, Adobe Commerce & Mage-OS — agent skills, MCP servers, modules, CLIs, starter kits

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

Pre-production checklists for solo founders. 4,337 items, 88% portable to any stack, 26 stack supplements — plus AI/agent security and the bugs AI coding assistants actually write.

Official MCP server for the Paxa Labs API: Thai and English speech AI with local playback, translation to Thai, and document OCR

Unofficial Ozon MCP server for product search, prices, product cards, and reviews.

点将台：可迁移的 Agent 分层协作编排器。支持任务派发、会话续跑、独立审查、后台执行与用量记录。当前开箱即用为 Codex → Claude Code，可经适配迁移到其他 Agent 组合。

零依赖的本地 APK/AAR/DEX 结构索引 + MCP Server。17 个工具，为 Xposed 模块开发提供静态反查。

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.

A local-first desktop interface design tool with a native MCP server for Codex.

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

Self-hosted semantic memory for AI Agents. Persistent sessions, experience scoring, and a graveyard for dead ends, backed by knowledge acquired from the RSS you read and stored in a Valkey vector sear

MCP server that lets your AI assistant read and write Figma in real time — no API token, no rate limits. Works with Claude, Cursor, Copilot, Codex and any MCP client.

Zero-dependency CLI to scan, recommend, deduplicate, audit, and visualize Claude Code / Codex skills and MCP servers.

Keyboard-first terminal dashboard for Coolify: deployments, live logs across your whole fleet, and an MCP server for your agent

MCP bridge that lets ChatGPT create, view, continue, and control DeepSeek Harness (DSH) agent sessions.

MCP server manager plugin for DeepSeek Harness: Settings → MCP page, OAuth (PKCE + dynamic client registration) or static-token auth, tools registered as mcp__<name>__*

Expose DeepSeek Harness agent capabilities as an MCP server (brain=Hermes, arms=Harness)

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.

Clera MCP: hire from Claude, ChatGPT, Cursor and any MCP client. Search 210k+ vetted startup candidates and request intros.

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

Small, calibrated decision models on your own machine: systemone-compatible local server, 6 agent skills, Claude Code guard, MCP tools. Weights on Hugging Face.

MCP server and CLI that let AI agents (Claude, Codex, any MCP client) see and drive a running WARUDO: scene, assets, character pose and IK, expressions, blueprints, camera and captures.

Any MCP server. Anywhere. An OAuth-protected MCP gateway that can also run the servers, plus SI provider proxying with model aliases, and your Grok subscription as an OpenAI-compatible API with no API

Search Telegram Premium custom emoji and copy their IDs — web UI, HTTP API and MCP server

MCP server giúp AI dựng mô hình nhà 3D trong Blender từ dữ liệu kiến trúc Việt Nam: tường, sàn, cột, dầm, cầu thang, mái. Đọc mặt bằng DXF từ AutoCAD và bóc khối lượng từ chính mô hình.

自部署的番茄作者平台 MCP 查询服务：作家课堂、本人作品、经营数据与草稿；支持 HTTP MCP / REST，写操作默认关闭。

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

Every visit, truly told. Self-hosted web analytics from your server access log: see people, AI assistants (ChatGPT, Claude, Perplexity), crawlers and bots that JavaScript analytics miss. Every figure

麦门点餐议事会：用官方 MCP 整单核价，让预算、口味、营养数据三种意见透明比较。免 Token 网页体验，Python 零依赖。

Local credential control for AI coding agents.

MCP server for your Astro/Starlight docs — search_docs, get_doc, list_docs over stateless streamable HTTP. Astro integration + pure handler + Cloudflare glue.

Free live chat and AI support agent. Set it up from Claude Code, Cursor, ChatGPT, or Grok. No signup.

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.

Open-source MCP server for AI-autonomous Godot game development. Deterministic playtesting, multiplayer testing, DAP debugging, LSP, token-efficient. 100% MIT.

MCP governance server in Go for the Agentic Wiki — knowledge that composes, not that you query

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

跨平台、隐私优先的网易云音乐 MCP：搜索、歌词、歌单与设备适配器

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

Repository-scoped memory for coding agent's decisions, pitfalls, and handoffs stored in one inspectable SQLite file, so agents continue instead of starting over.

EasyOCR's accuracy, Rust's speed and footprint — CRAFT + gen2 CRNN OCR over ONNX, as a library, CLI, and MCP server.

MCP server for agentic game-asset generation: reference images to 3D models with PBR textures, plus retexturing meshes you already own.

POSIX-Native DNS Routing, Packet Tracing, & Telemetry Engine for Agentic AI. Multi-tier DNS chain orchestration with stdio MCP server.

dMoERA Creator Studio MCP Server: build, backtest, and deploy crypto trading strategies via AI agents

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)

Multi-modal travel-time isochrone reachability boundary analyzer (Targomo)

Multi-merchant shopping cart landed cost arbitrage optimizer (Honey / Capital One)

Codebase architectural invariant assertion sentinel (Codex Astra)

Searchable historical context & raw telemetry retriever (Codex Astra)

Turn-by-turn spoken dialogue entity & slot filler (ThunderPhone / Vapi)

Voice activity detection silence threshold calibrator (ElevenLabs / Deepgram)

Review sentiment authenticity & FTC compliance detector (Bazaarvoice / Yotpo)

Conversational SMS abandoned browse recovery copy generator (Attentive / Postscript)

Natural language to validated GeoJSON FeatureCollection compiler (Atlas.new)

Multi-step web form fill orchestrator with validation (Playwright / Puppeteer)

Real-time storefront hero banner & copy personalization engine (Dynamic Yield)

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)

Negative hypothesis & failed patch indexer preventing loops (Codex Astra)

Headless delegated payment token vault for autonomous agents (Bolt / Fast.co)

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

Real-time competitor MAP price violation monitor & enforcement (Prisync)

Self-healing DOM semantic selector resilient to class mutations (Tabbit / Stagehand)

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

CoAgents / CopilotKit bidirectional human-agent workspace state sync coordinator

Natural language to validated GeoJSON FeatureCollection compiler (Atlas.new)

Pre-purchase return fraud propensity & wardrobing scorer (Gorgias / Yotpo)

SKU attribute extraction & Google taxonomy categorization (Anthropic Merchant)

Cross-border landed cost customs duty & tariff estimator (Bold Commerce)

Headless delegated payment token vault for autonomous agents (Bolt / Fast.co)

Visual shoppable look reverse search attribute parser (Daydream / Syte)

Visual viewport element occlusion resolver & modal dismiser (Computer Use)

Searchable historical context & raw telemetry retriever (Codex Astra)

Conversational apparel sizing & fit recommender (Rufus / Shop AI)

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

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

Turn-by-turn spoken dialogue entity & slot filler (ThunderPhone / Vapi)

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)

Multi-merchant shopping cart landed cost arbitrage optimizer (Honey / Capital One)

Review sentiment authenticity & FTC compliance detector (Bazaarvoice / Yotpo)

Multi-stop vehicle delivery route optimizer & TSP solver (Route4Me / OSRM)

Post-call structured summary & CRM webhook dispatcher (Synthflow / Bland)

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)

Negative hypothesis & failed patch indexer preventing loops (Codex Astra)

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

Cross-border landed cost customs duty & tariff estimator (Bold Commerce)

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

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

Autonomous B2B procurement contract price negotiator (Pactum / Nibble AI)

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

Ground-truth factuality validator & contradiction detector (Cleanlab)

Post-call structured summary & CRM webhook dispatcher (Synthflow / Bland)

A2A standardized protocol capability negotiation & JWT auth handshake

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

Autonomous BNPL installment schedule & credit term optimizer (Klarna / Affirm)

Cross-window structured persistent notes ledger (Codex Astra)

3PL fulfillment warehouse distance & split-shipment minimizer (Flexport / ShipBob)

Real-time storefront hero banner & copy personalization engine (Dynamic Yield)

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

Visual viewport element occlusion resolver & modal dismiser (Computer Use)

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

Tabular spreadsheet data sanitization normalizer (Livedocs / Julius)

Multi-dimensional anomaly and IQR outlier detector (Hex / Julius AI)

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

Google Local store inventory locator & curbside pickup route planner

Relational database foreign key & ERD path inferrer (Dataherald)

Autonomous BNPL installment schedule & credit term optimizer (Klarna / Affirm)

3PL fulfillment warehouse distance & split-shipment minimizer (Flexport / ShipBob)

Executive BI KPI metric narrative brief synthesizer (Tableau Pulse)

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

Autonomous telephone IVR menu navigator & DTMF tone emitter (Twilio)

Real-time competitor MAP price violation monitor & enforcement (Prisync)

Multi-marketplace SKU taxonomy transformer & feed validator (ChannelEngine)

Multi-touch ad attribution Shapley value & ROAS contribution resolver (Triple Whale)

CoAgents / CopilotKit bidirectional human-agent workspace state sync coordinator

React SSR client-side hydration error triager & fix generator (v0.dev / Next)

Full-stack cross-tier environment variable drift auditor (Bolt.new / Supabase)

Multi-touch ad attribution Shapley value & ROAS contribution resolver (Triple Whale)

Conversational apparel sizing & fit recommender (Rufus / Shop AI)

Retail commercial catchment area & foot-traffic profiler (Carto / Atlas)

React SSR client-side hydration error triager & fix generator (v0.dev / Next)

Tabular spreadsheet data sanitization normalizer (Livedocs / Julius)

AST-level React JSX component and Tailwind CSS patcher (Lovable.dev / Bolt)

Full-stack cross-tier environment variable drift auditor (Bolt.new / Supabase)

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)

Multi-dimensional anomaly and IQR outlier detector (Hex / Julius AI)

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)

Full-duplex telephony voice interruption coordinator (Bland AI / Retell)

Voice activity detection silence threshold calibrator (ElevenLabs / Deepgram)

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

Multi-stop vehicle delivery route optimizer & TSP solver (Route4Me / OSRM)

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)

让你的 AI 帮你盯快递：MCP 服务 + 可嵌入后端库。作者：星迟

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)

Multi-step web form fill orchestrator with validation (Playwright / Puppeteer)

Ground-truth factuality validator & contradiction detector (Cleanlab)

Autonomous telephone IVR menu navigator & DTMF tone emitter (Twilio)

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.

Natural language to complex CTE ANSI SQL synthesizer (Julius AI / SQL)

AST-level React JSX component and Tailwind CSS patcher (Lovable.dev / Bolt)

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)

Self-healing DOM semantic selector resilient to class mutations (Tabbit / Stagehand)

Autonomous lost-in-transit shipping claim resolver & auto-reship (Route / Seel)

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

Multi-marketplace SKU taxonomy transformer & feed validator (ChannelEngine)

Zero-dependency pure-Python spherical DBSCAN spatial clustering (Uber H3)

Browser bot defense detector identifying Cloudflare & CAPTCHAs (Browserbase)

Predictive customer lifetime value (pLTV) churn re-engagement trigger (Klaviyo)

Conversational SMS abandoned browse recovery copy generator (Attentive / Postscript)

Multi-modal travel-time isochrone reachability boundary analyzer (Targomo)

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.

Natural language to complex CTE ANSI SQL synthesizer (Julius AI / SQL)

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

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

MCP server for Tailscale, backed by the tailscale CLI and control-plane REST API

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)

Post-purchase delivery milestone exception predictor (Narvar / parcelLab)

Pre-purchase return fraud propensity & wardrobing scorer (Gorgias / Yotpo)

Subscription churn mitigation & dynamic delivery frequency tuner (Recharge / Smartrr)

Browser bot defense detector identifying Cloudflare & CAPTCHAs (Browserbase)

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)

Executive BI KPI metric narrative brief synthesizer (Tableau Pulse)

OpenAPI schema to in-memory MSW client mock service synthesizer (MirageJS)

Relational database foreign key & ERD path inferrer (Dataherald)

Cumulative Layout Shift (CLS) web vitals optimizer (v0.dev / Lighthouse)

OpenAPI schema to in-memory MSW client mock service synthesizer (MirageJS)

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)

Long-horizon intent drift aligner & scope creep guard (Codex Astra)

Codebase architectural invariant assertion sentinel (Codex Astra)

Cross-window structured persistent notes ledger (Codex Astra)

SPA network idle & DOM mutation settlement waiter (Cypress / Playwright)

Retail commercial catchment area & foot-traffic profiler (Carto / Atlas)

Zero-dependency pure-Python spherical DBSCAN spatial clustering (Uber H3)

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)

天枢 × AI-Agent 编排 MCP server：把 其他AI-Agent 当作执行工人，自动完成「开发 → 验收 → 失败返修 → 再验收」闭环。

Let AI watch videos: local files or YouTube/Bilibili URLs -> timestamped transcript + keyframes + contact sheets. Offline, no API key. MCP server + CLI + agent skill.

Deterministic AST tool-call schema auto-repair & parameter projection guard (AutoGen / LangGraph)

Multimodal OCR table grid & merged-cell reconstruction into Markdown (MinerU / Marker)

Cross-border Geo-IP currency converter & dynamic VAT/tax nexus calculator (Stripe Tax)

Zero-dependency heuristic adversarial prompt injection & override neutralizer (Lakera / NeMo)

Long-horizon conversational memory compaction & episodic anchor extractor (Mem0 / LangMem)

Deterministic JSON schema extraction and coercing engine for product hardware

Real-time in-memory unified diff & change telemetry generator for live artifacts

Multi-perspective synthetic consumer focus group simulator for market sentiment

Dynamic search synthesis and Sparkpage layout compiler generating comparison matrices & HTML UI

Autonomous multi-stage prompt-to-DAG planner resolving dependency topologies

Dynamic intent and budget-aware multi-model Pareto router selecting from 70+ LLMs

Autonomous web browser action planner mapping goals into resilient selector action sequences

Customer review aspect-level sentiment mining engine extracting satisfaction radar breakdown

Deep research multi-source consensus arbitration engine evaluating authority & contradictions

Deep research multi-source cross-citation graph analyzer and consensus resolver

Adaptive token bucket concurrency rate limiter and backoff scheduler preventing HTTP 429 exceptions

Reciprocal Rank Fusion (RRF) and hybrid search rank fusion engine

E-commerce advertising policy scanner detecting prohibited claims and trademarks

Query-guided contextual document compression engine pruning irrelevant web noise

Autonomous web checkout form field analyzer and heuristic autofill engine resolving buyer parameters

Minimal JSON Patch (RFC 6902) operational differential engine supporting atomic state sync

Stateful workflow checkpoint manager calculating state hashes and rollback points

Real-time acoustic noise floor estimator and spectral gate suppressing ambient reverberation

Semantic prompt cache deduplicator calculating Jaccard token overlap to prevent redundant LLM cost

Multimodal visual spec grounding engine calculating physical dimensions and DoF

Dynamic price elasticity of demand calculator deriving marginal revenue maxima

Dynamic session context window tokenizer and dialogue compaction manager

Multi-tenant security isolation guard enforcing memory boundary compartmentalization

Customer lead scoring and interaction velocity evaluator predicting conversions

Generative Schema.org Product and FAQPage JSON-LD rich snippet generator

MCP server for Compositor, the open-source Photoshop alternative for Mac: let Claude read and edit .comp projects

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

Draft-target model speculative decoding verification engine with rejection sampling, acceptance rate telemetry, and dynamic speedup ratio estimation.

Draft-target model speculative decoding verification engine with rejection sampling, acceptance rate telemetry, and dynamic speedup ratio estimation.

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.

MCP server for PreSonus Studio One: read .song files, and drive a running Studio One (mixer, transport, tracks, markers, ~1,000 commands) through an in-app bridge device.

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.

Local, read-only MCP server and CLI that gives AI coding assistants a commit-pinned map of your codebase.

Enterprise Agentic RBAC/ABAC Least-Privilege Policy Synthesizer & Blast-Radius Auditor. Analyzes historical agent tool call audit logs, detects over-permissioned wildcards (*), synthesizes strict leas

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

Unofficial Codex plugin for AI 3D creation with your Tripo Studio account. Generate, texture, rig, animate and export assets with MCP Apps and local Blender tools.

麦当劳积分资产管家：剔假上架 · 性价比排序 · 抽奖参谋

Pics.io MCP Plugin for AI Marketplaces (Anthropic, OpenAI, Copilot, Gemini)

Creative intelligence MCP — score your prompt before you spend the credit

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.

Organize and track job applications and tailor LaTeX resumes from the CLI or an MCP client.

A deterministic crash diagnosis engine for .ips reports (CLI + MCP server)

Email MCP server for AI agents - full mailbox access for Claude, Codex, Cursor or any MCP client: search, read, send, attachments, folders across Gmail, Outlook, iCloud, QQ, 163 and any IMAP/SMTP host

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.

A macOS window manager with snap zones you draw yourself and workspaces that reopen your apps on the right monitor — plus on-device OCR, keep-awake, screenshot annotation, pointer tools, a shortcut gu

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

Decompiler for compiled iOS/macOS interface files (.nib, .storyboardc): object tree, wiring, custom classes, navigation graphs

Migrate your whole Claude Code or Codex setup into DeepSeek Harness (DSH) with one command. Import skills, slash commands, MCP servers, hooks, subagents, permission rules. 一键迁移导入 Claude Code 配置，从 Clau

Cross-repository context for coding agents. A local-first MCP server that turns finished sessions into findings with commit provenance and staleness checks.

Open-source Barra-style US equity factor risk model — daily estimation, weekly builds, public validation. Free artifacts, MCP server for AI agents.

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

Turn SOP, policy and regulatory documents into human-verified Open Knowledge Format (OKF) bundles — every claim carries its source span. Desktop app + CLI + MCP server.

MCP server for Strac DLP — detect and redact PII, PHI, PCI and secrets before an AI agent sees them.

墨境 Novel Workspace MCP — Local Web + MCP Server + Codex Skill for long-form AI writing; LM Studio and OpenAI-compatible API.

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

Vision-to-DOM element anchor resilient against click drift (Genspark Claw / Computer Use)

Multi-agent debate cross-examination & consensus arbitration (Super Agent / DeepSeek-R1)

Long-horizon conversational memory compaction & episodic anchor extractor (Mem0 / LangMem)

Sub-100ms conversational turn-taking & barge-in handler (Cartesia Sonic / ElevenLabs)

Sub-100ms conversational turn-taking & barge-in handler (Cartesia Sonic / ElevenLabs)

Autonomous merchant checkout token & velocity limit guardrail (Agentcard / Stripe)

Heterogeneous search synthesis to interactive comparison layout (Genspark Sparkpages)

Cross-border Geo-IP currency converter & dynamic VAT/tax nexus calculator (Stripe Tax)

Zero-dependency heuristic adversarial prompt injection & override neutralizer (Lakera / NeMo)

Multi-agent debate cross-examination & consensus arbitration (Super Agent / DeepSeek-R1)

Vision-to-DOM element anchor resilient against click drift (Genspark Claw / Computer Use)

Multimodal OCR table grid & merged-cell reconstruction into Markdown (MinerU / Marker)

Deterministic AST tool-call schema auto-repair & parameter projection guard (AutoGen / LangGraph)

Heterogeneous search synthesis to interactive comparison layout (Genspark Sparkpages)

Autonomous merchant checkout token & velocity limit guardrail (Agentcard / Stripe)

Code-to-column change-impact knowledge graph for AI coding agents: the round trip from a screen to a database column and back, over MCP

Build a secure, production-ready MCP server for any project — connect Claude, ChatGPT & any AI agent to your backend with a URL + API key. Streamable HTTP + stdio + OAuth 2.0 (PKCE).

Deterministic JSON schema extraction and coercing engine for product hardware

Autonomous web browser action planner mapping goals into resilient selector action sequences

Autonomous multi-stage prompt-to-DAG planner resolving dependency topologies

Deep research multi-source consensus arbitration engine evaluating authority & contradictions

Customer review aspect-level sentiment mining engine extracting satisfaction radar breakdown

Real-time in-memory unified diff & change telemetry generator for live artifacts

Multi-perspective synthetic consumer focus group simulator for market sentiment

Deep research multi-source cross-citation graph analyzer and consensus resolver

Dynamic intent and budget-aware multi-model Pareto router selecting from 70+ LLMs

Dynamic search synthesis and Sparkpage layout compiler generating comparison matrices & HTML UI

Autonomous web checkout form field analyzer and heuristic autofill engine resolving buyer parameters

Adaptive token bucket concurrency rate limiter and backoff scheduler preventing HTTP 429 exceptions

E-commerce advertising policy scanner detecting prohibited claims and trademarks

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

Stateful workflow checkpoint manager calculating state hashes and rollback points

Query-guided contextual document compression engine pruning irrelevant web noise

Semantic prompt cache deduplicator calculating Jaccard token overlap to prevent redundant LLM cost

Reciprocal Rank Fusion (RRF) and hybrid search rank fusion engine

Minimal JSON Patch (RFC 6902) operational differential engine supporting atomic state sync

Real-time acoustic noise floor estimator and spectral gate suppressing ambient reverberation

Multimodal visual spec grounding engine calculating physical dimensions and DoF

Multi-tenant security isolation guard enforcing memory boundary compartmentalization

Customer lead scoring and interaction velocity evaluator predicting conversions

Generative Schema.org Product and FAQPage JSON-LD rich snippet generator

Dynamic price elasticity of demand calculator deriving marginal revenue maxima

Dynamic session context window tokenizer and dialogue compaction manager

The social scheduler even your AI can run.

Sentence-level RAG factual grounding and hallucination detection engine

Autonomous refund and dispute arbitration engine validating carrier proofs and policies

Acoustic vocal emotion, prosodic valence, and customer frustration analyzer

Autonomous refund and dispute arbitration engine validating carrier proofs and policies

Cross-category e-commerce product bundle pricing optimizer maximizing AOV

Speculative decoding draft-model verification engine calculating acceptance probabilities

Acoustic vocal emotion, prosodic valence, and customer frustration analyzer

Sentence-level RAG factual grounding and hallucination detection engine

Speculative decoding draft-model verification engine calculating acceptance probabilities

Cross-category e-commerce product bundle pricing optimizer maximizing AOV

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.

One grounded Jev/Playwright core: typed SDK, persistent CLI, and MCP server with native browser operations and deterministic assertions.

Real-time prepaid credit burn velocity tracker calculating runway days, health scores, and upsell triggers inspired by Metronome

Real-time usage event ingestion, multi-tier metric aggregation, and precise invoice calculation engine inspired by Metronome

Side-by-side seat-based, usage-based, and hybrid pricing revenue simulator with elasticity scoring inspired by Metronome

Real-time usage event ingestion, multi-tier metric aggregation, and precise invoice calculation engine inspired by Metronome

Real-time prepaid credit burn velocity tracker calculating runway days, health scores, and upsell triggers inspired by Metronome

Side-by-side seat-based, usage-based, and hybrid pricing revenue simulator with elasticity scoring inspired by Metronome

Multi-persona deliberation and Bayesian weighted consensus engine resolving complex agent decision ambiguities

Biological chronotype and circadian rhythm personal scheduler maximizing deep cognitive analytical output

Real-time spend clarity anomaly detector identifying runaway agent token burn spikes with statistical Z-scores

Protocol schema negotiator and capability handshake engine ensuring secure interoperability between agents

Pre-commit diff safety scanner preventing destructive shell commands, API token leaks, and disk corruptions

Multi-turn autonomous agent trajectory evaluator measuring step redundancy and tool choice efficiency

Fault-tolerant tool execution circuit breaker detecting cascading upstream errors and triggering fallback routing

Multi-agent swarm combinatorial auctioneer decomposing objectives and allocating subtasks based on bids

Executive boundary defense and communication arbitrator deflecting non-urgent real-time interruptions to async channels

Personal cognitive load and attention fragmentation index analyzer restructuring daily agendas into deep work blocks

Long-horizon context window compression and semantic deduplicator eliminating redundant tool outputs

Verifiable agent reputation ledger tracking cryptographic task receipts and enforcing slashable staking penalties

Multi-dimensional pricing matrix evaluator resolving dynamic pricing rates across region, SLA tiers, and commitments

Fault-tolerant tool execution circuit breaker detecting cascading upstream errors and triggering fallback routing

Pre-commit diff safety scanner preventing destructive shell commands, API token leaks, and disk corruptions

Long-horizon context window compression and semantic deduplicator eliminating redundant tool outputs

Multi-persona deliberation and Bayesian weighted consensus engine resolving complex agent decision ambiguities

Swarm resource deadlock detector constructing Wait-For-Graphs to detect cycles and trigger preemption

Personal cognitive load and attention fragmentation index analyzer restructuring daily agendas into deep work blocks

Swarm resource deadlock detector constructing Wait-For-Graphs to detect cycles and trigger preemption

Distributed swarm state snapshotting and transactional rollback engine restoring consistent states upon failure

Verifiable agent reputation ledger tracking cryptographic task receipts and enforcing slashable staking penalties

Multi-turn autonomous agent trajectory evaluator measuring step redundancy and tool choice efficiency

Protocol schema negotiator and capability handshake engine ensuring secure interoperability between agents

Multi-dimensional pricing matrix evaluator resolving dynamic pricing rates across region, SLA tiers, and commitments

Real-time spend clarity anomaly detector identifying runaway agent token burn spikes with statistical Z-scores

Multi-agent swarm combinatorial auctioneer decomposing objectives and allocating subtasks based on bids

Distributed swarm state snapshotting and transactional rollback engine restoring consistent states upon failure

Biological chronotype and circadian rhythm personal scheduler maximizing deep cognitive analytical output

Epistemic belief state updater and contradiction detector resolving knowledge graph assertion conflicts

Epistemic belief state updater and contradiction detector resolving knowledge graph assertion conflicts

Mathematical consistency and formula balancing auditor for extracted balance sheets, income statements, and cash flow reports.

Continual few-shot exemplar distiller mining high-scoring execution trajectories into prompt demonstrations

Ebbinghaus forgetting curve auditor calculating retention probabilities and executing garbage collection

Indirect prompt injection sanitizer and delimiter boundary firewall neutralizing embedded command overrides

Adversarial prompt jailbreak detector analyzing framing evasion, hypothetical bypasses, and token smuggling

High-speed document PII redaction and credential sanitizer featuring Luhn credit-card verification, reversible salt hashing, and audit logs.

High-speed document PII redaction and credential sanitizer featuring Luhn credit-card verification, reversible salt hashing, and audit logs.

Adversarial prompt jailbreak detector analyzing framing evasion, hypothetical bypasses, and token smuggling

Two-tier memory consolidation engine distilling ephemeral working memory into persistent episodic knowledge

Real-time acoustic VAD & semantic turn-completion endpoint detector distinguishing mid-sentence hesitation pauses from finished speech turns.

Mathematical consistency and formula balancing auditor for extracted balance sheets, income statements, and cash flow reports.

Geometric spatial relationship grounding evaluator verifying relative positional assertions between objects and UI controls

Ebbinghaus forgetting curve auditor calculating retention probabilities and executing garbage collection

Set-of-Marks (SoM) bounding box resolution and relative viewport coordinate mapper for computer-use vision agents

Continual few-shot exemplar distiller mining high-scoring execution trajectories into prompt demonstrations

Full-duplex conversational barge-in arbitrator classifying user interruptions, backchannels, and acoustic echo with context rollback.

End-to-end conversational voice agent latency telemetry profiler tracking VAD, STT, LLM-TTFT, TTS-TTFB, and playout bottlenecks.

Egress data exfiltration firewall detecting obfuscated credentials, private keys, and API tokens in payloads

Multimodal chart coordinate calibration and tabular dataset recovery engine transforming visual bar, line, and scatter charts into structured numbers.

Indirect prompt injection sanitizer and delimiter boundary firewall neutralizing embedded command overrides

Role-based access control and tool privilege attenuator preventing unauthorized tool invocations

Real-time acoustic VAD & semantic turn-completion endpoint detector distinguishing mid-sentence hesitation pauses from finished speech turns.

Two-tier memory consolidation engine distilling ephemeral working memory into persistent episodic knowledge

Set-of-Marks (SoM) bounding box resolution and relative viewport coordinate mapper for computer-use vision agents

Multi-frame GUI computer-use action trajectory summarizer detecting dead clicks and UI rendering latency stalls

Browser DOM accessibility tree pruner filtering non-interactive noise and generating dense actionable trees for web agents

Multimodal visual hallucination verifier cross-checking vision model claims against ground-truth OCR and bounding box metadata

Hierarchical semantic chunk re-ranker evaluating hybrid keyword and dense relevance scores for agentic RAG

Adaptive WebRTC audio packet jitter buffer and packet loss concealment (PLC) engine maintaining smooth voice playout over volatile network streams.

Low-latency streaming prosody, SSML, and emotion pacing modulator dynamically tailoring speech pitch, cadence, and pause inflections.

Contract cross-reference resolver and defined-term graph analyzer detecting circular references and substituting statutory definitions.

Multi-frame GUI computer-use action trajectory summarizer detecting dead clicks and UI rendering latency stalls

Deterministic 2D bounding-box spatial clustering and table reconstruction engine recovering multi-column layouts, merged headers, and grid hierarchies.

Browser DOM accessibility tree pruner filtering non-interactive noise and generating dense actionable trees for web agents

Low-latency streaming prosody, SSML, and emotion pacing modulator dynamically tailoring speech pitch, cadence, and pause inflections.

Packet ordering simulation and inter-arrival jitter telemetry.

Deterministic 2D bounding-box spatial clustering and table reconstruction engine recovering multi-column layouts, merged headers, and grid hierarchies.

Dynamic honeypot and cryptographic canary token sentinel detecting prompt extraction and triggering session freezes

Role-based access control and tool privilege attenuator preventing unauthorized tool invocations

Geometric spatial relationship grounding evaluator verifying relative positional assertions between objects and UI controls

Full-duplex conversational barge-in arbitrator classifying user interruptions, backchannels, and acoustic echo with context rollback.

End-to-end conversational voice agent latency telemetry profiler tracking VAD, STT, LLM-TTFT, TTS-TTFB, and playout bottlenecks.

Egress data exfiltration firewall detecting obfuscated credentials, private keys, and API tokens in payloads

Hierarchical semantic chunk re-ranker evaluating hybrid keyword and dense relevance scores for agentic RAG

Multimodal visual hallucination verifier cross-checking vision model claims against ground-truth OCR and bounding box metadata

Multimodal chart coordinate calibration and tabular dataset recovery engine transforming visual bar, line, and scatter charts into structured numbers.

Contract cross-reference resolver and defined-term graph analyzer detecting circular references and substituting statutory definitions.

Dynamic honeypot and cryptographic canary token sentinel detecting prompt extraction and triggering session freezes

CI regression gate for MCP servers: run a golden set of tool calls, diff against a baseline, fail the build when outputs get worse

Cross-platform personal episodic memory and context graph synthesizer compiling recency-decayed briefings for interactions

Native Model Context Protocol (MCP) server exposing HubX's mobile-first multimodal toolchain: vision diagnostics, voice transcription, photo-realistic generation, and spatial design.

Native Model Context Protocol (MCP) server exposing HubX's mobile-first multimodal toolchain: vision diagnostics, voice transcription, photo-realistic generation, and spatial design.

Native Model Context Protocol (MCP) server providing typed state-action schema arbitration, deterministic action dispatch, and token-saving pre-escalation filters.

Native Model Context Protocol (MCP) server fusing Meta ambient multimodal perception with Muse continuous episodic memory streams and Ebbinghaus recency decay.

Native Model Context Protocol (MCP) server providing typed state-action schema arbitration, deterministic action dispatch, and token-saving pre-escalation filters.

Native Model Context Protocol (MCP) server fusing Meta ambient multimodal perception with Muse continuous episodic memory streams and Ebbinghaus recency decay.

Personal digital asset decluttering agent classifying orphaned downloads, duplicate screenshots, and stale browser bookmarks.

Multi-strategy anomaly detector computing standard Z-score, modified median absolute deviation (MAD), and Tukey IQR fences on numerical streams.

Radix trie-based prompt prefix cache optimizer matching longest common prompt token prefixes to eliminate redundant prefill computation and reduce TTFT.

Token-safe AST import re-aliasing and dependency migration engine safely replacing module paths and callsites without regex bugs.

Entity-relation-object triplet extractor and multi-hop path reasoning kernel with Cypher and JSON-LD graph generation.

Zero-dependency hybrid retrieval engine fusing sparse lexical BM25 Okapi and dense Cosine vector similarities via Reciprocal Rank Fusion.

Personal inbox cognitive triage engine classifying actionability, effort duration, and urgency to prevent attention fragmentation.

Nelson-Siegel parametric zero-coupon yield curve modeling engine fitting spot rates, decay factor, level, slope, and curvature components.

Token-safe AST import re-aliasing and dependency migration engine safely replacing module paths and callsites without regex bugs.

Cryptographic double-entry bookkeeping engine enforcing sum(Debits) == sum(Credits) invariants and hash-chained audit trails.

Context window attention optimizer reordering retrieved documents to place critical evidence at prompt boundaries, mitigating lost-in-the-middle degradation.

Trajectory state entropy and cyclic repetition detector identifying autonomous agent infinite tool loops and planning deadlocks.

Peer-to-peer epidemic gossip protocol engine with token-bucket rate limiting for bounded network dissemination in autonomous agent swarms.

High-throughput semantic query cache and approximate deduplicator combining exact SHA-256 and cosine similarity threshold matching with LRU eviction.

Autonomous web form inspector and schema auto-mapper matching input attributes, autocomplete hints, and regex validations to agent state.

GenPark AI Agent Skill - Multimodal ambient visual anchoring connecting physical AI Gadgets with digital Services inspired by Meta Ray-Ban / Muse.

Autonomous web form inspector and schema auto-mapper matching input attributes, autocomplete hints, and regex validations to agent state.

Cognitive multi-tier memory kernel managing working scratchpad, sliding dialogue buffer, and episodic memories with exponential recency decay.

Cryptographic JSON Web Token (JWT) engine with RFC 7519 HMAC-SHA256 signature verification, claims validation, and expiration enforcement.

Portfolio Value-at-Risk (VaR) and Conditional VaR (Expected Shortfall) engine calculating tail risk across parametric and historical loss distributions.

Graph pathfinding engine implementing Dijkstra's shortest path and A* heuristic routing with priority queues for agent planning.

High-throughput semantic query cache and approximate deduplicator combining exact SHA-256 and cosine similarity threshold matching with LRU eviction.

Distributed Two-Phase Commit (2PC) transaction coordinator with prepare/vote phase, unanimous consensus commit/abort logic, and failure recovery.

Virtual paged attention KV-cache memory manager with logical block mapping, non-contiguous physical page allocation, and zero-copy fragmentation tracking.

Symmetric INT8 per-tensor and per-channel quantization engine for LLM weights and activations, with SNR and MSE reconstruction telemetry.

AST-level static call-graph analyzer and dead code pruner identifying orphaned functions, unreachable methods, and token-bloat clusters.

Real-time transaction velocity profiler and fraud sentinel detecting card-testing clusters, abnormal volume spikes, and account takeovers.

Multi-vector heuristic prompt injection and jailbreak detector analyzing system overrides, delimiter breakouts, and base64 payload evasion.

Geometric Brownian Motion (GBM) Monte Carlo stochastic path simulation engine with normal Box-Muller variates and tail percentile bounds.

Anti-fragile habit tracker and elastic degradation engine preventing streak-break abandonment through adaptive micro-fallbacks.

Instinct AI-inspired zero-prompt proactive personal agent detecting user attention cues, computing intent probabilities, and executing guarded dry-run actions.

Minimum Spanning Tree (MST) solver using Kruskal's disjoint-set union-find for optimal multi-agent communications backbones.

Side-channel timing attack defense primitive providing constant-time bitwise and string digest comparison for agent security credentials.

Cognitive multi-tier memory kernel managing working scratchpad, sliding dialogue buffer, and episodic memories with exponential recency decay.

Grover's quantum search amplitude amplification engine demonstrating quadratic speedup for unstructured database queries via phase inversion oracles.

High-precision edge and on-device LLM inference profiler calculating TTFT, TPOT, tokens/second throughput, and percentile jitter distributions (P50/P90/P99).