All MCP servers on the radar

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.

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

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.

SolidWorks MCP Server connects an AI assistant to a running SolidWorks instance. Sketch, extrude, fillet, export STEP/STL, generate macros.

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

3d assets api and mcp

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

An infinite canvas for learning — select text, ask, and answers branch out as documents. MCP server for Claude Code, Codex, and any agent.

Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.

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.

An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents.

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.

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

Semrush SEO AI-powered analysis tool MCP server & CLI for keyword research, domain analytics, backlink analysis

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

A browser runtime that lets AI agents control your real Chrome browser via MCP. Agents can explore websites, generate operation manuals, and reuse them to save tokens. AI操控你的真实浏览器。

My Pi coding agent setup: 17 plugins + 18 global skills + 2 MCP servers, with a one-line installer and tutorial README.

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

OSINT tool for username search, email lookup and phone intelligence. 7,900+ lookup modules standardised from 19 projects, with enriched results, evidence graphs and MCP integration. By the OSINT Exper

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

A Codex plugin and local MCP runtime for context-bounded image generation and inspection.

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.

A free remote MCP server offering normal (Grok 4.3) and deep (Grok 4.20 Multi-Agent) search. No API keys required, streaming support prevents gateway timeouts.

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

Self-hosted MCP server for image generation and editing with the uncensored Qwen-Image-2.1 model

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.

让智能体像人一样学习和工作，共享智能体和项目记忆

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

MCP server for Substack posts (FastMCP + substack-api-client)

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.

Claude plugin for the ORC8R Cloud MCP server

AI-driven knowledge training platform with pluggable schedulers, Codex Skill integration, and optional Anki/FSRS support.

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.

Open-source Laravel starter with Filament, NativePHP SuperNative, and MCP

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

TON MCP server for Claude, ChatGPT, Cursor, Codex and any MCP client — liteserver queries over native ADNL: balances, account state, transaction history, get-methods. Private & archive endpoints suppo

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.

Fast, local speech-to-text MCP server

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

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

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

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

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

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.

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

CLI tool for exploring an MCP server

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,

An MCP server that lets AI agents operate a multi-cluster Kubernetes fleet through an Open Cluster Management hub, with policy, approval, and audit between the model and your clusters.

MCP server that connects Claude Code to a live PyMOL session over XML-RPC

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

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.

MCP server for Lighter — a Model Context Protocol server that lets Claude, Cursor and Cline query Lighter (lighter.xyz) volume, points, rank and airdrop eligibility in natural language. Read-only — pu

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.

Android-native SO reverse engineering MCP server

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.

MCP server + OpenAI-compatible shim to use Meta Muse (muse.ai, Hatch) by driving the real logged-in Chrome.

🛡️ 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

Morocco's 1,503 communes as open data: HCP codes, the 2024 and 2014 censuses, boundaries, an HTTP API and an MCP server.

TypeScript MCP server for Adobe After Effects (Windows & macOS) — project/comp/layer introspection, atomic undo-grouped operations, JSON project export/import, and single-frame rendering via file IPC.

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

MCP server for Aster DEX — a Model Context Protocol server that gives Claude, Cursor and Cline structured access to Aster DEX market data, volume, points and airdrop eligibility via natural language.

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

Give text-only LLMs eyes and ears through a privacy-safe local MCP server.

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

Python Model Context Protocol server for EnergyPlus building energy simulation. Inspect, change, validate, visualize, and simulate building models through structured tools, with stdio and streamable H

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

MCP server (filesystem + shell + search) chạy trên máy local, expose qua Tailscale Funnel với OAuth 2.1 để claude.ai kết nối bằng custom connector

MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client

Arch AI Tools is a unified Node.js interface for AI services, data access, automation, and utility operations, with a native MCP server for building connected tool workflows in 2026.

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

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

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

MCP server for Aster DEX — a Model Context Protocol server that gives Claude, Cursor and Cline structured access to Aster DEX market data, volume, points and airdrop eligibility via natural language.

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.

MCP server for Unreal Engine 5.6/5.8 — token-efficient Blueprint reading, editing, and a persistent project index for AI coding agents

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.

Open-source CLI and MCP server for evaluating AI applications and gating releases with reliability evidence.

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.

Source-aware China inbound travel data, CLI, HTTP API, and MCP server

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

DBX SSH & SFTP plugin: secure terminal, SFTP, MCP automation, and guarded server operations.

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.

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

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

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。

AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 171 schematic, layout, routing, design-review, and manufacturing tools to Claude, or the LLM of your choosing

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 for KNX ETS 5/6 via ETS Addin

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

DevManager v2026 is a native macOS menu bar utility for managing local development processes, with live server output, system resource monitoring, port availability checks, conflict detection, and MCP

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

Agent access on your own infrastructure. Connect internal APIs and MCP servers, manage permissions by group, and let teams choose their agents.

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

Codebase-Memory-MCP Manager CLI TUI to interactively manage cbm projects, artifacts, server.

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.

The Meshery MCP Server extension - an MCP server that streamlines and accelerates creating Meshery designs

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

engawa (縁側/檐廊): a porch for your agent — tonight's moon, a painting a day, a poem, a curated feed shelf. 12 tools, all free & loginless. MCP server.

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

Skarn plugin for Cursor: the session and config audit skill, the local skarn MCP server declaration, and the pre-execution guard hooks. Generated at each Skarn release; do not hand-edit.

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

A Centralized MCP Server for Fetching Data from Many Countries' Govs

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

iPhone 日常记录与成就 | Offline-first iOS daily recorder with achievements and optional local MCP file exchange.

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

Maven dependency intelligence MCP server and Claude Code / Grok Build plugin

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

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

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

Terminal discovery hub and package manager for AI coding tools, MCP servers, and agent skills. Built with Python & Textual

MCP server that delegates simple Claude Code / Codex / Wibey tasks to a local LLM via langchain4j and langgraph4j.

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.

Let any AI agent run DaVinci Resolve — MCP server with live Studio control, free-edition FCPXML/LUT workflows, reference color matching, beat-aware music cuts, dialogue tightening, broadcast-loudness

豆包搜索 MCP server — 给换了国产模型的 Claude Code 补上联网能力。字节系信源、千字正文、每月500次免费 | Agent-first web search MCP

Lighthouse for MCP servers — score any MCP server on agent usability, not just spec compliance

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

西窗 West Window · 人和 AI 在同一张桌上下棋打牌的 MCP 游戏平台 · 10 games, seat-based multiplayer, server-side hidden-hand isolation

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 Apple Developer Documentation: API reference, Human Interface Guidelines, App Store Connect Help, sample code and 1,700 WWDC sessions with transcripts and code. A fork of Apple Docs MCP

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.

Windows-first local development gateway and MCP server connecting ChatGPT, Codex, and Claude to native Windows capabilities via Secure MCP Tunnels.

TypeScript MCP server for Overleaf Git projects

LLM-first Three.js WebGPU scene and animation authoring with a persistent native viewport and typed MCP editing

MCP server for TypeSafe Jev: typed classify, score, check, match and screen for any agent, with confidence on every answer

Universal Model Context Protocol (MCP) Server and Official Plugin for the Godot Engine

Jev decision layer for agents: MCP server, embeddable DecisionModel library, and an escalate-only Claude Code plugin (TypeSafe AI's Jev)

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。

A fast, read-only MCP server for AI-assisted analysis of APK, DEX, JAR, and other Android artifacts, powered by ASC.

A high-performance MCP server empowering AI Agents with PubMed, ClinicalTrials, ChEMBL, AlphaFold, and Ensembl capabilities. 🧬

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

A local MCP (Model Context Protocol) server for portable, long-term agentic memory — a thumb drive for your AI context.

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.

Read your Claude Code sessions from Claude Desktop. A local, read-only MCP server over ~/.claude with secret redaction.

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

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

Read-only Model Context Protocol server for MySQL and PostgreSQL, built with TypeScript, TypeORM and Docker.

MCP server that lets Claude Code delegate tasks to GPT-5.6 (Codex CLI), DeepSeek, GLM, OpenRouter and local LM Studio models — plus a 198-run benchmark of all of them

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 that gives AI agents Frama-C: EVA, WP, and sandboxed ACSL iteration

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

Wisp: computer use for agents on macOS (accessibility tree + synthesized input + DevTools), with a CLI and MCP server

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

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

DSH 插件全家桶:浏览器自动化 + MCP Server + GitHub/GitLab 自动评审 + 原生嵌入面板 | One install, five modules for DeepSeek Harness: browser automation, MCP server, GitHub & GitLab automation, native in-app panel

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.

MCP server exposing AMD BC-250 telemetry and tuning controls, with a boot watchdog that reverts unproven configs

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).

Background computer use for agents, as an MCP server

Let an AI see and operate Windows apps cheaply, without stealing focus or moving your mouse. MCP server for Claude Code.

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）

Standard MCP server and MCP App for scientific figure templates from FigureYa and user-supplied references

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

Access tools from MCP servers as LLM tools

Node.js and TypeScript starter template for building MCP servers with validated tools, resources, prompts, calculator behavior, and widget-compatible workflows. Includes setup guidance, project config

CONTINUUM: Verifiable semantic recovery for long-running AI agents. Semantic checkpoints (not conversation dumps), an idempotent action ledger that refuses duplicate side effects, and a hash-chained t

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

将 Codex App Server 接入现有聊天前端与网关的实践教程，涵盖流式事件、thread 生命周期、refill、多后端路由与 MCP 工具同步。

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.

作者：抖音 萌猪过河 用真实 COMSOL 计算，并让用户在 COMSOL Desktop 查看模型树和图形。读取本文件不会自动安装软件或创建连接器；运行环境由本目录随附的 `server/`、`vendor/installed-mcp/`、`pyproject.toml` 和 `scripts/` 提供。保留整个目录，不能只拷贝 SKILL.md 就声称已安装 MCP。

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.

Taplio is a LinkedIn-only growth suite: scheduling, carousels, engagement and an MCP server. What it covers, what it misses, and who should look elsewhere.

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.

Free, open source call recorder and bot-free AI meeting note taker for Mac: record Zoom, Meet, Teams, FaceTime, WhatsApp and phone calls, get transcripts and meeting notes.

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/.

Android MCP server exposing device tools over HTTP.

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

Agent automation for IP-KVMs: one MCP server, CLI, fleet config, and skills driving GLKVM, PiKVM, and TinyPilot. Open-source alternative to TinyPilot Automation.

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 exposing every Mealie API endpoint (250+ tools) via FastMCP

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.

AI smart home assistant for Home Assistant: LangGraph agent + MCP tools + RAG knowledge graph + vision perception

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

Argus — Local-first OSINT framework. 13 modules, 100% open source, zero API keys. AI chaining via Ollama. MCP server for Hermes/Claude Code/Cursor.

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

Educational MCP server for safe, geo-targeted web access through DataImpulse residential proxies

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.

aX - agent-native collaboration network for long-running agents. Remote MCP server: messaging, tasks, shared context, search, MCP Apps.

In-process MCP server + Kotlin REPL for Minecraft.

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.

AI-native, self-hosted studio for editable video, motion, documentary creation, social publishing, and workspace collaboration.

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.

Curated links for the Brave Search API: dashboard, docs, plans, guides, MCP server, key security, alternatives.

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.

MCP server for UnknownCheats forum research

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.

An MCP server with tooling and pre-built data so your local AI or cloud model can answer only with relevant answers

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.

Persistent, local, cross-IDE memory for AI agents — markdown source of truth, LanceDB-powered semantic search, zero cloud dependency

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

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

AI Sprite & Game Asset Tool with its own local MCP server and Agent skills

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.

Nutanix Prism Central meets AI - an open-source MCP server exposing 1,000+ V4 API operations to AI assistants through natural language. Schemas resolved from your cluster's running PC version, not a g

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

KAIJU — the standalone, AI-powered MCP server for Linux pentesting. Recon, scanning, web attacks, exploit checks, a built-in payload library, and an AI brain — all wrapped in a beautiful terminal UI w

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.

Local MCP server for WorldQuant BRAIN research — 8 tools with explicit safety boundaries

A detailed tutorial and minimal MCP server that gives AI agents an unrestricted VPS root shell.

This Omarchy plugin exposes Omarchy functions through an MCP server

MCP (Model Context Protocol) server as a jadx-gui plugin. Lets an AI client (Claude Code, Claude Desktop, or any MCP client) analyze the app currently loaded in jadx-gui.

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

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

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

SABBA - Security Templates CLI & MCP Server for coding agents that prove every finding by running it

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).

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

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.

Python-oriented MCP server for accessing China National ETS market data, with tools to query CEA and CCER trading history, review market activity, and export results in the 2026 release.

Browser Without Bloat — 30KB MCP browser automation server. Raw CDP, zero bloat, works on any platform (Termux, Linux, macOS, Windows). The only MCP browser with live console/network event capture.

Python MCP server for loading, examining, changing, validating, and running EnergyPlus building models through structured Model Context Protocol tools in 2026.

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

An ultra-fast, single-binary MCP server written in Rust as a lightweight alternative to Node.js/Python.

Developer debug bar for Magento 2, with findings and an MCP server

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.

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

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。

Emulator for Ultimate 64 Elite II / C64 Ultimate firmware (UI, services, TRX64 as C64) — develop and test firmware, including a mcp server

Turn a closet walkthrough video into a searchable wardrobe catalogue, with a local MCP server and agent skill

Blotato puts social publishing inside an AI agent through one API and an MCP server. What the official site promises, what it costs, and who should skip it.

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.

🌿 The Agentic Green Ecosystem: Autonomous Waste Logistics (3D-PACO & OR-Tools), Citizen Bulky Recycling (Gemini Vision AI) & Circular 4-Win Economy (EcoPass MCP)

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.

MCP server for NodeMaven residential proxies: geo-targeted proxy strings, sticky sessions, connection checks and usage

High-performance, token-efficient Model Context Protocol (MCP) server for Google Play Android Vitals - enables AI assistants to diagnose ANRs, crashes, and startup performance.

TradeUP Analytics, screeners, and candlestick charts can help experienced traders stay on top of the market.

MCP server exposing Futu OpenD read-only investment-research quote APIs

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.

Personal OpenCode configuration with MCP servers, agent presets, and cross-platform installer

Model Context Protocol (MCP) server tool JSON schema validator

Arch AI Tools is a 2026 unified AI API toolkit for Node.js applications, combining AI, data, automation, and utility services through one interface with a native MCP server.

Free AI-powered Amazon product research & marketplace intelligence for 6 platforms. Hidden Profit Index — Sorftime's proprietary algorithm for finding overlooked high-margin products. 80+ MCP tools. A

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

Streamable HTTP MCP server for Elasticsearch logs, SkyWalking logs and traces, and Prometheus/VictoriaMetrics metrics.

Agentic web crawler with headless browser orchestration & anti-bot bypass

Vision LLM flowchart, diagram & document structure parser to Mermaid

Real-time voice accent normalization, dialect adaptation & stream enhancer

Automated codebase architectural debt analyzer & refactoring planner

Cross-platform e-commerce inventory sync & purchase order agent

Autonomous deep research planner & executive report synthesizer

AI regulatory compliance, export control directive & safety audit scanner

Dynamic LLM router for complexity, latency & token cost optimization

AI-powered smart calendar scheduling, conflict resolution & deep work optimizer

Intelligent LLM API cost analyzer, model tier selector & monthly spend optimizer

Meeting transcript intelligent summarizer & action item extractor

In-browser code sandbox, live web-container runner & instant UI renderer

AI-moderated user research interview conductor & affinity diagram builder

Full-duplex real-time streaming voice agent with barge-in detection

Multi-attribute product spec comparison & review sentiment analyzer

Real-time zero-shot voice cloning & emotional neural TTS generator

Enterprise codebase AST parsing, semantic vector indexing & symbol graph

Visual flow node-graph to executable Python DAG workflow generator

Complex PDF/Image OCR, table layout parser & structured JSON extractor

Multimodal image-to-video motion control & camera trajectory animator

Bring Trustabl's AI-agent safety & reliability scanner into Cursor — scan your agents, tools, and MCP servers, get a production-readiness score with severity-ranked findings, and fix issues before the

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

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

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

HUD status panel plugin for DeepSeek Harness (dsh) web: git status, MCP servers, skills, model & token usage in a floating panel

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

The personal context layer for everything you learn. Drop in any files and stoa builds a maintained, cited wiki + knowledge graph — private by design, yours to share with people and agents you trust.

蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harness plugin and an MCP server.

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)

⚠️ Experimental ⚠️ Official Hex-Rays IDA MCP Server.

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

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

MCP server exposing PocketBase through 13 intent-first tools.

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 for UpNote. Lets Claude read your notes and create new ones. Reads a WAL-correct SQLite snapshot, writes via the upnote:// URL scheme.

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

GenPark AI Agent Skill - Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.

GenPark AI Agent Skill - Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.

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.

Spring AI demos: OpenAI & Ollama chat, RAG with pgvector, image generation, text-to-speech, MCP server/client (Java 25, Spring Boot 4, Spring AI 2)

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

MCP server for controlling TouchDesigner from AI coding agents

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

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

MCP server 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

Anthropic-compatible API + MCP server over the ZCode desktop harness — agent sessions, model/plan switching, and desktop-only quota resets, no CLI involved

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。

Fast & opinionated local AI routing: one MCP server that loads local image and video models on demand on your own GPU box (DGX Spark first)

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。

API-first server for coordinating AI agents across Base blockchain and MCP workflows, with support for token and ETH operations in Base Agent Orchestrator v2026.

Local credential control for AI coding agents.

让 AI 玩一遍自己的一生 — TokenLife (tokenlife.me) 的 MCP server

Safety-focused MCP server for querying and managing Technitium DNS Server through the Technitium HTTP API.

Restaurant-booking agent demo: FastAPI + Claude tool-use loop + real MCP server + eval-driven-dev harness

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

New agent tools, agent frameworks, orchestration patterns, LLM releases, MCP servers, agent infrastructures, and more.

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.

A local knowledge graph + MCP server that gives AI coding agents a map of your .NET codebase

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

MCP server to use Verboo AI models as sub-agents in Claude Code, Codex, and any MCP client

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.

MCP server to orchestrate GPT web chat into a local coding agent using Pi agent's harness.

Privacy-safe, read-only Douban MCP server for local clients.

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

Expose ZCode as an agent to any MCP client (zcode / zcode-reply tools, mirrors codex mcp-server)

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

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

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

Multi-agent creative studio for copy & marketing campaign asset generation

AI LLM visibility tracker monitoring brand share of voice (Lettertrace style)

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

Vibe coding IDE extension helper providing real-time code completion

Proactive executive AI assistant for autonomous task scheduling (Hey Noah style)

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

Real-time AI agent execution observability & token tracing (Progress AI style)

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

Hardware voice recorder audio processor & task dispatcher (SecondBrain style)

Real-world AI task evaluation & custom benchmark runner (oqoqo style)

AI Gateway proxy router, rate limiting & PII masking engine (ngrok style)

Responsible & ESG investment portfolio analyzer (Portfolio Lab style)

AI coding agent context compressor & cost reducer (Paritok style)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Desktop GUI action recorder & RPA macro generator replay engine

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Conversational candidate screening & voice interview agent (Talvo style)

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

Scaffold a lean, best-practice MCP server that passes the quality checks by construction, with tests, CI and docs built in.

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

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

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

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

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

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

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

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

SaaS customer churn risk scorer & proactive retention dispatcher

Model-agnostic agent harness switch & provider fallback manager

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

Interactive terminal-first developer agent (Claude Code style)

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

Full-duplex streaming voice agent pipeline (Dograh style)

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

Autonomous E2E test flakiness detector & regression isolator

Autonomous LLM agent failure circuit-breaker & state rollback orchestrator

Conversational user research transcript analyzer & thematic insight clusterer

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

High-throughput webhook payload schema extractor & event routing dispatcher

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

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

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

Tagless personal memory stream & timeline extractor (monolog style)

Automated synthetic instruction tuning dataset generator with Alpaca schemas

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

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

High-efficiency LLM prompt context compressor & API cost reducer

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

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

Manage DSH（DeepSeek Harness)） skills and MCP servers: CLI + settings-page UI with zh/en i18n, Claude/Codex import, and update checks.

Enterprise-grade capability-driven AI routing engine, proxy gateway, MCP server, developer CLI, and agentic skills aggregator for 19+ free-tier AI providers.

Affiliate creator discovery engine & commission negotiator (Influx style)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

GenPark skill

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Sales call revenue intelligence & objection analyzer (Gong style)

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

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

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

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

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

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

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

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

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

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

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

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

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

Cross-border brand UGC viral content synthesizer & ROI optimizer

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

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

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

Multi-platform creator attribution analytics & conversion tracking engine

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

Localized creator PR outreach & digital media amplification orchestrator

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

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

Omnichannel social shop product catalog synchronizer (ShopSync style)

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

Instant autonomous agent sandbox container provisioner (BetterClaw style)

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

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

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

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

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

Wrap rl training env to make it a mcp-server.

MCP server for the NodeLoc community: forum, energy, payment, docs, miniprogram tools

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)

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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.

MCP server written in Go, enabling VGU students to interact with Moodle through their AI agent.

GenPark AI Agent Skill - Pure in-memory virtual Python module loader registering dynamic code packages via sys.meta_path without writing to disk.

GenPark AI Agent Skill - Raft consensus leader election state machine, term arbitration, randomized heartbeat timers, and split-vote resolver.

GenPark AI Agent Skill - Dynamic agent skill registry with semantic capability embeddings, signature match scoring, and Jaccard keyword routing.

GenPark AI Agent Skill - Multi-file AST symbol table and dependency graph builder, caller-callee indexing, and change blast radius calculator.

GenPark AI Agent Skill - Synthesizes Model Context Protocol (MCP) tool schemas directly from native Python function signatures and type hints.

GenPark AI Agent Skill - Uniform 8-bit scalar quantization (SQ8) for high-density embedding compression and asymmetric dot product distance.

GenPark AI Agent Skill - In-process isolated Python namespace REPL executor with stdout/stderr capture, safe builtins restrictor, and runtime variable introspection.

GenPark AI Agent Skill - Hierarchical supervisor-worker swarm coordinator, sub-task partitioner, and synthesized response aggregator.

GenPark AI Agent Skill - Blackboard architecture shared state store, atomic key-value transactions, and pub-sub topic event broadcast.

GenPark AI Agent Skill - W3C tracecontext and baggage propagator, distributed agent span tree, and parent-child latency instrumentation.

GenPark AI Agent Skill - Token bucket rate limiter and budget throttle engine protecting downstream APIs and managing agent session token costs.

GenPark AI Agent Skill - Cooperative thread execution watchdog timer enforcing hard millisecond deadlines on agent code execution to prevent infinite loops.

GenPark AI Agent Skill - Tool call success rate, failure recurrence rate, and execution latency efficiency profiler for agent tool optimization.

GenPark AI Agent Skill - Hierarchical Navigable Small World (HNSW) multi-layer vector index, greedy beam routing, and nearest neighbor search.

GenPark AI Agent Skill - Monte Carlo Tree Search (MCTS) reasoning tree planner with UCB1 node selection, rollout simulation, and backpropagation.

GenPark AI Agent Skill - Multi-agent conversational turn orchestrator, round-robin handoff tokens, and speaker selection router.

GenPark AI Agent Skill - Document attention curve reorderer mitigating lost-in-the-middle degradation by placing high-relevance evidence at prompt head and tail.

GenPark AI Agent Skill - Transactional agent state checkpointer with deterministic snapshotting, time-travel rollback, and branch history tracking.

GenPark AI Agent Skill - Okapi BM25 sparse lexical search engine, Robertson-Spärck Jones IDF, and length normalization for hybrid RAG.

GenPark AI Agent Skill - Document attention curve reorderer mitigating lost-in-the-middle degradation by placing high-relevance evidence at prompt head and tail.

GenPark AI Agent Skill - Episodic verbal self-reflection memory, failure trajectory analyzer, and self-correction prompt optimizer.

GenPark AI Agent Skill - Inverted File Index (IVF) k-means Voronoi cell clusterer and coarse vector quantizer for scalable ANN search.

GenPark AI Agent Skill - Uniform 8-bit scalar quantization (SQ8) for high-density embedding compression and asymmetric dot product distance.