MCP (Model Context Protocol)
613 repos
Reverse engineer anything with agents, from app behavior down to native binaries.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io
Open-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.
An open-source AI agent that brings the power of Gemini directly into your terminal.
The open-source app everyone uses to manage agents at work
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
A collection of MCP servers.
Model Context Protocol Servers
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
🕷️ A Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.
🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
Write HTML. Render video. Built for agents.
Context7 Platform -- Up-to-date docs for AI agents
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]
The best-benchmarked open-source AI memory system. And it's free.
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
Chrome DevTools for coding agents
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,600+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.
An open-source, privacy-first, self-hosted knowledge workspace where humans and AI agents work together 开源、隐私优先、自托管的知识工作空间，让人与智能体在此协作
Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active
A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!
🦍 The API and AI Gateway
Official, Anthropic-managed directory of high quality Claude Code Plugins.
The fastest, cheapest, most efficient open-source agent harness. Run more than 500 agents on a $10 VPS.
Open-source foundation of ToolJet AI - the enterprise app generation platform for internal tools, dashboards, business applications, workflows and AI agents. Build visually, from a prompt, or from Claude Code, Codex and Cursor over MCP 🚀
Open-source Rust agent engine and terminal client for Codewhale, with provider choice, tools, approvals and receipts.
Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, Google Antigravity, and Pi
The unified workspace where open-source models get things done for you.
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
Playwright MCP server
⌥ Coding agent with the IDE wired in. Built by Stencil Labs.
GitHub's official MCP Server
an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications.
Build and run agents you can see, understand and trust.
Open-source, self-hosted alternative to OpenAI Dots, Grok Bot. Built to be undetectable by anti-bot systems.
Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
An autonomous agent that conducts deep research on any data using any LLM providers
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
JavaScript in-page GUI agent. Control web interfaces with natural language.
📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.
Mastra is the modern TypeScript framework for AI-powered applications and agents.
An open-source AI coding agent that lives in your terminal.
🚀 The fast, Pythonic way to build MCP servers and clients.
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
The official Python SDK for Model Context Protocol servers and clients
Open source alternative to Semrush and Ahrefs
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
Let Claude Code, Codex or Cursor use your real Chrome, logged in as you. One prompt to set up. Open source, MIT.
Open-source Agent Operating System
Your API ⇒ Paid MCP. Instantly.
GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
MCP Toolbox for Databases is an open source MCP server for databases.
Rich-text editor with AI and shadcn/ui
Trigger.dev – build and deploy durable AI agents and workflows
A collection of projects showcasing RAG, agents, workflows, and other AI use cases
MCP server to provide Figma layout information to AI coding agents like Cursor
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, Face ID, Google Workspace, Azure AD
🌐 The open-source Agentic browser; alternative to ChatGPT Atlas, Perplexity Comet, Dia.
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.
Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI.
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.
Open-source AI Trading OS, agent trading, and vibe trading, with Jev System One integration. Research, build Python strategies, backtest, and paper/live trade across crypto, stocks, and forex. Launch your own multi-tenant trading SaaS with built-in user management, billing, payments, and settlement.
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.
Visual testing tool for MCP servers
Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, operating within a containerized Linux desktop environment.
ValueCell is a community-driven, multi-agent platform for financial applications.
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
Open source MCP Servers for AWS
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
Specification and documentation for the Model Context Protocol
Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server.
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.
Build effective agents using Model Context Protocol and simple workflow patterns
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
Build autonomous AI agents in Python.
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
A community driven registry service for Model Context Protocol (MCP) servers.
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser
Self-hosted TypeScript agent runtime with durable approvals and verifiable run records. Own it, approve it, audit it.
AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop for personal workflow automation
WhatsApp MCP server
A collection of MCP clients.
A multi-model AI agent desktop client — connect any AI provider, extend with MCP & skills, control from your phone. Built with Electron + Next.js.
🐬DeepChat - A smart assistant that connects powerful AI to your personal world
On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.
Your browser is the API. CLI + MCP server for AI agents to control Chrome with your login state.
It's like v0, but in your Cursor / Claude Code / Windsurf: search 10,000+ React/Tailwind components, generate new UI with AI, and publish your own — right from your editor. Magic MCP is now the 21st MCP; this package keeps old configs working. Setup: 21st.dev/mcp
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk
Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Hermes Agent.
Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.
Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org
Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌
Transparent and Efficient Financial Analysis
Next Generation Agentic Proxy for AI Agents and MCP servers
5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .
Adversary simulation and Red teaming platform with AI
UI over MCP. Create next-gen UI experiences with the protocol and SDK!
Exa MCP for web search and web crawling!
The Unofficial and Awesome Home Assistant MCP Server
MCP server for market analysis in AI assistants: screeners, multi-timeframe technical analysis, backtests and sentiment for crypto, stocks, forex and futures. 39 tools. Self-host free, or use the hosted version, TradingMCP.
Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.
Magicrew. The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow Engine + IM + Online collaborative office system)
Where data access meets operational intelligence
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of VibeOps.
Agenta is a workspace where you and your team build agents and automations.
Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — @-linked together with shared AI memory.
Open Brain — The infrastructure layer for your thinking. One database, one AI gateway, one chat channel — any AI plugs in. No middleware, no SaaS.
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
Official Notion MCP Server
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks from beginner to power user!
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.
Google 💚 MCP
MCP server that interacts with Obsidian via the Obsidian rest API community plugin
A simple, secure MCP-to-OpenAPI proxy server
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes.
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
A curated list of Model Context Protocol (MCP) servers
53AI Hub is an open-source AI portal and knowledge base for managing enterprise knowledge, AI agents, prompts, and AI tools, seamlessly integrating with Coze, Dify, FastGPT, RAGFlow. 一个AI知识库与Agent门户
A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress directly in your development environment.
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
Chrome extension & CLI to let agents control your browser. Runs Playwright snippets in a stateful sandbox. Available as CLI or MCP
162 production-ready AI agent templates for OpenClaw. SOUL.md configs across 19 categories. Submit yours!
Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support
Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
LangChain 🔌 MCP
MCP server integration for DaVinci Resolve Studio
Open-source sandboxed agent harness for teams. Giving every employee a secured personal agent.
Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.
Allow LLMs to control a browser with Browserbase and Stagehand
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool
Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore.
PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows.
Security scanner for AI agents, MCP servers and agent skills.
AI agent microservice
n8n custom node for MCP
A metasearch library that aggregates results from diverse web search services
A Model Context Protocol server for converting almost anything to Markdown
Connect Supabase to your AI assistants
Run MCP stdio servers over HTTP streamable, SSE and SSE over stdio. AI gateway.
Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.
A bridge between Streamable HTTP and stdio MCP transports
Stealth browser automation for AI agents over MCP and the Chrome DevTools Protocol: navigation, network hooks, DOM extraction, and pixel-accurate UI cloning.
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
Brings MCP to ChatGPT, DeepSeek, Perplexity, Grok, Gemini, Google AI Studio, OpenRouter, DeepSeek, T3 Chat and more...
Self-hosted MCP gateway and control plane for connecting, controlling, and operating MCP servers.
extendable code review and QA agent 🚢
the terminal client for LLMs
News Aggregation · AI Ratings · Trading Signals · Real-time Updates
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
🌀 AI-native framework for building data portals. Scaffold a full portal from a brief and load datasets in minutes with agentic skills — any backend (CKAN, GitHub, Frictionless).
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.
ChatMCP is an AI chat client implementing the Model Context Protocol (MCP).
Asynchronous coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastMCP + Git + SQLite
Allow all your Claude Codes to message each other ad-hoc!
Official Python SDK for the Agent2Agent (A2A) Protocol
Personal AI agent for macOS, Windows, Linux, Android & iOS. Set a goal, it works alone: coding (Skales Code), desktop + browser automation, autonomous scheduled Tasks. Teams of agents and humans across paired desktops. Agent2Agent, MCP, computer use, voice, local LLMs (Ollama), Agent Skills (SKILL.md). 26 AI providers, BYOK. No Docker, no terminal.
Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.
MCP Router — development, support and security updates ended 2026-09-18. Historical source and final release for existing users.
Use Claude and Antigravity with Pi, OpenCode and other coding clients. Local API bridge, usage dashboard and Mac app. Antigravity preview available in 1.74.0.
directory for Awesome MCP Servers
Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App
Open-source email infrastructure for AI agents: secure inboxes, REST and MCP APIs, SMTP, human approval workflows, signed webhooks, and Python and TypeScript SDKs. Self-host with Docker and PostgreSQL.
Browser and desktop automation with an MCP server for AI assistants. Record macros or write JavaScript to automate websites, extract data, and control desktop apps with OCR and image recognition.
Witsy: desktop AI assistant / universal MCP client
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Your Personal AI OS
Desktop AI Assistant powered by GPT, Gemini, Claude, Grok, Ollama, DeepSeek, Perplexity, and more - chat, agents, tools, MCP, plugins, RAG, vision, voice, image and video generation, speech synthesis and speech recognition, web search, memory, presets, canvas, assistants, themes, computer use. Windows, Linux, and Mac.
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.
Bulk domain availability checking via RDAP, DNS, and WHOIS, with prefix/suffix permutations, regex patterns, MCP, and multiple output formats
Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.
AI as Workspace - An elegant AI chat client. Full-featured, lightweight. Support multiple workspaces, plugin system, cross-platform, local first + real-time cloud sync, Artifacts, MCP | 更好的 AI 客户端
Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨
Claude Code for Financial Market
Framework retired. Prompts and document generators moved to AgentDock/prompt-library, the book to AgentDock/ai-agents-book. See the pinned issue.
Open-source CRM with native AI agent support. 37 MCP tools, REST API, self-hosted. Built with Laravel & Filament
Make your own story. User-friendly software for LLM roleplaying
Full computer-use for AI agents. Self-learning workflows. Native macOS. No screenshots required.
MCP server that provides tools and resources for interacting with n8n API
Coding assistant MCP for Claude Desktop
docker mcp CLI plugin / MCP Gateway
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
🎙️ AI Dictation App - Open Source and Local-first ⚡ Type 3x faster, no keyboard needed. 🆓 Powered by open source models, works offline, fast and accurate.
An official Qdrant Model Context Protocol (MCP) server implementation
The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.
An MCP server that installs other MCP servers for you
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Connect AI models like Claude & GPT with robots using MCP and ROS.
Multiplayer AI: Bring your team and agents together
BrowserWing turns your browser actions into MCP commands Or Claude Skill, allowing AI agents to control browsers efficiently and reliably. Say goodbye to slow, token-heavy LLM interactions — let agents call commands directly for faster automation. Perfect for AI-driven tasks, browser automation, and boosting productivity.
Job application tracker and AI-powered job search assistant. Helps job seekers manage their search journey with AI resume review, job matching, task logging, and application analytics, all while keeping your data private.
Calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.
Natural voice conversations with Claude Code
The Simple Agent Development Kit.
Claude Code as one-shot MCP server to have an agent in your agent.
Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client
Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers building AI applications that benefit from multiple specialized agents working in parallel on different aspects of a project.
One place to manage & connect to all your MCP servers
AIPex: AI browser automation assistant, no migration and privacy first. Alternative to Manus Browser Operator、 Claude Chrome and Agent Browser
A personal context store for AI agents and assistants—reuse your existing coding agent CLI (Codex/Claude/OpenCode) with built‑in Skills/tools and a desktop GUI to capture, search, and reuse project knowledge across agents and repos.
A single interface to use and evaluate different agent frameworks
An MCP server that autonomously evaluates web applications.
[Acquired by The Guild] The Grafbase GraphQL Federation Gateway
MCP integration for Google Calendar to manage events.
Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation.
A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to manage Gmail through natural language interactions.
RhinoMCP connects Rhino 3D to AI Agent through the Model Context Protocol (MCP)
A web UI for Claude Code agents
Complete AI Governance Platform from Obot AI
This MCP is now owned by Aura! Please try out the most intelligent AI agent for Unreal Engine at https://www.tryaura.dev/?utm_source=youtube&utm_medium=video&utm_campaign=flop
MCP server for fetch web page content using Playwright headless browser.
OpenAPI Tool Servers
Search + Chat = SearChat(AI Chat with Search), Support OpenAI/Anthropic/VertexAI/Gemini, DeepResearch, SearXNG, Docker. AI对话式搜索引擎，支持DeepResearch, 支持OpenAI/Anthropic/VertexAI/Gemini接口、聚合搜索引擎SearXNG，支持Docker一键部署。
MCP Server Framework and Tool Development library for building custom capabilities into agents.
CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding assistants. Transform scattered MCP server chaos into governed, auditable tool access with Keycloak/Entra integration.
Neo4j Labs Model Context Protocol servers
Awesome Claude Code plugins — a curated list of slash commands, subagents, MCP servers, and hooks for Claude Code
139-tool MCP server for real-time global intelligence from free public APIs: markets, SEC filings, conflict, military, aircraft-cohort early warning, refugee and migration flows, cyber, climate, news, and 30+ domains. Cited AI situation briefs, geofences with change detection, live SSE dashboard. MIT, no paid API keys.
ChatGPT CLI is a powerful, multi-provider command-line interface for working with modern LLMs. It supports OpenAI, Azure, Perplexity, LLaMA, and more, with features like streaming, interactive chat, prompt files, image/audio I/O, MCP tool calls, and an experimental agent mode for safe, multi-step automation.
AgentKit: Build multi-agent networks in TypeScript with deterministic routing and rich tooling via MCP.
The operating layer for Claude Code + OpenAI Codex: persistent project memory, intent routing, safety hooks, cost telemetry, and parallel agent fleets.
A Model Context Protocol server for connecting Notion to MCP-compatible clients
Allow AI to wade through complex OpenAPIs using Simple Language
Connect ClickHouse to your AI assistants.
MCP Gateway is a reverse proxy and management layer for MCP servers, enabling scalable, session-aware stateful routing and lifecycle management of MCP servers in Kubernetes environments.
Official Jina AI Remote MCP Server
Browse the web, directly from Cursor etc.
Install, manage and develop MCP servers and skills for agents
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents
Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.
A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.
ARGO is an open-source AI Agent platform that brings Local Manus to your desktop. With one-click model downloads, seamless closed LLM integration, and offline-first RAG knowledge bases, ARGO becomes a DeepResearch powerhouse for autonomous thinking, task planning, and 100% of your data stays locally. Support Win/Mac/Docker.
An MCP server that provides control over Android devices via adb
Unbrowse - Reverse engineer any website so that your agents can access its APIs directly
This is the official repository for submitting MCP servers to be included in Cline's MCP Marketplace. If you’ve built an MCP server and want it to be discoverable and easily installable by millions of developers using Cline, submit your server here.
A MCP server implementation for hyperbrowser
AI-based stock analysis and trading system
MCP server for Docker
MCP Server for Metasploit
MCP Extension for Skills discovery and distribution through MCP primitives. Maintained by the Skills Over MCP Working Group.
A simple MCP server for Obsidian
An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.
Your personal AI assistant, running on your own computer. Long-running tasks, real memory, proactive help, voice, phones and smart glasses. Any model, local or cloud. No account.
Agent2Agent (A2A) – awesome A2A agents, tools, servers & clients, all in one place.
Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP integration.
A simple CLI to run LLM prompt and implement MCP client.
Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React
Firecrawl CLI and agent skills: web search, scraping, crawling and browser interaction from your terminal or any coding agent. Firecrawl is the most complete web data API for AI agents.
Agent harness and tookit for building AI agents and agentic applications. CLI and SDKs included
❤️ Generate mermaid diagram and chart with AI MCP dynamically.
Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP-enabled IDE to help you vibe-code and manage Home Assistant: create and debug automations, design dashboards, tweak themes, modify configs, and deploy changes using natural language
a magical LLM desktop client that makes it easy for *anyone* to use LLMs and MCP
Convert Any OpenAPI V3 API to MCP Server
Daydreams is a set of tools for building agents for commerce
A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma
A MCP server for Home Assistant
The official MCP server to send emails and interact with Resend
MCP server for AutoCAD LT v3.1: freehand AutoLISP execution, 8 consolidated tools, File IPC + ezdxf backends, focus-free dispatch, undo/redo, P&ID symbols, and robust IPC with ESC prefix and UTF-8 fallback. Companion agent skill: puran-water/autocad-drafting
A set of tools to connect to AI agents, to allow them to use Todoist on a user's behalf. Includes MCP support.
Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.
A Model-Context Protocol Server for YouTube
Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
Penpot's official MCP Server
A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
🔌 A curated list of OSINT MCP servers. Pull requests are welcomed!
Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring
A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.
MCP Server to interact with Google Gsuite prodcuts
Transform your Claude Code terminal with atomic precision statusline. Features flexible layouts, real-time cost tracking, MCP monitoring, prayer times, and beautiful themes.
AI-Powered Revit Modeling
Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitHub sync
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
ZeroToken — Record once, automate forever. A lightweight MCP for agent-driven browser automation, script recording, and scheduled execution.
A CLI inspector for the Model Context Protocol
TUI / CLI config manager for agentic harnesses (Amp, Claude Code, Opencode, Goose, Copilot CLI, Crush, Droid)
Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the context needed to make smart decisions.
Shinkai is a two click install App that allows you to create Local AI agents in 5 minutes or less using a simple UI. Supports: MCPs, Remote and Local AI, Crypto and Payments.
A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.
A centralized reverse-proxy platform for MCP servers — manage, group, and export as Skills from a single endpoint.
Bring Agent Skills to Any AI Agent and Coding Agent — via CLI or MCP. Manage once, serve anywhere.
A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.
lightweight Python-based MCP (Model Context Protocol) server for local ComfyUI
Create a plan from a description in minutes
Context-Engine MCP - Agentic Context Compression Suite
An MCP server for Massive.com Financial Market Data
Local Groq Desktop chat app with MCP support
A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.
MCP server for Todoist integration enabling natural language task management with Claude
MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode.
Lightweight scraper for Google News
Connect Claude Code and other AI tools to your Obsidian notes using Model Context Protocol (MCP)
🚀 Powerful Local AI Chat Application - Mcp, Secure, Efficient, Personalized 本地化部署的大模型客户端
Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server.
MCP store. Discover, add & syncs configuration manager across clients like Claude code, Codex, Cursor💡mcphub
An in-depth book and reference on building agentic systems like Claude Code
An introduction to the world of AI Agents
Discover Exceptional MCP Servers
The specification for the Universal Tool Calling Protocol
A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.
Remote approvals, policy checks, and execution evidence for unattended AI agents.
An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Integrates with Claude Desktop and Claude Code.
Fast, universal domain availability checker - 1,200+ TLDs, pattern generation, RDAP with WHOIS fallback. CLI + Rust library + MCP server for AI agents.
api router for MCP Servers
MCP implementation of Claude Code capabilities and more
MCP server that interacts with TickTick (Dida 365) via the TickTick Open API
MCP server for browser automation using Playwright
MCP for Proxmox integration in Cline
simple web ui to manage mcp (model context protocol) servers in the claude app
A TypeScript streamable HTTP and SSE proxy for MCP servers that use stdio transport.
A collection of MCP servers
Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets
Model Context Protocol (MCP) Server for dify workflows
DeepContext is an MCP server that adds symbol-aware semantic search to Claude Code, Codex CLI, and other agents for faster, smarter context on large codebases.
Transform Claude Code into a complete development studio with 40+ specialized AI agents, MCP integrations, and enterprise-grade workflows
A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.
🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.
Long-term memory layer for OpenClaw & MoltBook agents that learns and recalls your project context automatically.
A simple CLI chatbot that demonstrates the integration of the Model Context Protocol (MCP).
Simplified Gemini for Claude Code.
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main/libs/langchain-mcp-adapters ** Adapters for integrating Model Context Protocol (MCP) tools with LangChain.js applications, supporting both stdio and SSE transports.
Microsoft Dataverse skills for AI coding agents. Wraps the Dataverse MCP server, Dataverse CLI, Python SDK, and PAC CLI behind specialist skills for building, querying, deploying, and administering Dataverse environments.
MCP server exposing multiple OSINT tools for AI assistants like Claude
Code search MCP for Claude Code. Make entire codebase the context for any coding agent. Embeddings are created and stored locally. No API cost.
Discord MCP Server for Claude Integration
A Nano Banana MCP server, which you can integrate to cursor/claude code and any mcp client
Lightweight MCP integration bringing Google's Gemini AI capabilities to Claude Code with 1M+ token context window, smart model selection, and powerful code analysis tools
💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and system operations through secure API integration. Features Docker deployment, auto-authentication, and comprehensive file system tools.
K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments
Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with any MCP-compatible client.
[DEPRECATED] Superseded by systempromptio/systemprompt-template and systempromptio/systemprompt-core. Multi-modal MCP client for voice-powered agentic workflows.
📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists
🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases
An MCP proxy server that aggregates and serves multiple MCP resource servers through a single interface
Tool to work with arXiv, provide LLM with ability to search and read papers from there
A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your Google Cloud Platform environment. This allows for natural language querying and management of your GCP resources during conversations.
This server acts as a central hub for Model Context Protocol (MCP) resource servers.
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
MCP Server for Google Slides
A list of MCP gateways
🦞 MCP server for OpenClaw - secure bridge between Claude.ai and your self-hosted OpenClaw assistant with OAuth2 authentication
Declaratively define and run required tools across environments, from local development to containerized cloud deployments.
A YAML-based Playwright MCP automation testing framework designed for Claude Code
Turn a web server into an MCP server in one click without making any code changes.
A Model Context Protocol (MCP) server that provides tools for fetching Reddit content, including frontpage posts, subreddit information and hot posts, post details, and comments.
Typst MCP Server is an MCP (Model Context Protocol) implementation that helps AI models interact with Typst, a markup-based typesetting system. The server provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.
MCP Server connecting to Perplexity Comet browser
Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps
Model Context Protocol server that integrates AgentQL's data extraction capabilities.
Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.
Unopinionated AI for the Shell. A lightweight AI CLI for scripts, pipelines, and automation, with a universal client for MCP, A2A, and other AI protocols. .
A Google Tasks Model Context Protocol Server for Claude
A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio.
A desktop application that adds powerful tools to Claude and AI platforms
A connector for Claude Desktop to work with collection and sources on your Zotero Cloud.
☕ Community-driven Java implementation of TOON
Python CLI for AI Chat with MCP support
Unify multiple MCP Servers & Skills into a single gateway — with proxy forwarding, authentication, and a management API. Typical use: expose local stdio servers as remote MCP endpoints, then use them in any web-based AI chat via a browser extension. 将多个 MCP Server 与 Skill 统一接入单一网关，提供转发、认证与管理 API。 典型用途：将本地 stdio 服务暴露为远程 MCP 端点，配合插件在网页 AI 聊天中直接调用。
AI-powered browser automation MCP server for Claude Code. Navigate, click, screenshot, test — all from your terminal.
MCP Server MetaMCP manages all your other MCPs in one MCP.
Dynamically expose tools from proxied servers based on an Agent Persona
This MCP or multiple AI setup let claude code use Grok, Gemini and DeepSeek for reviewing and fixes
Connect any Open Data to any LLM with Model Context Protocol.
Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback,clip, overlay, concat and other functions
Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG
MCP server for Israel Government Data
server that provides seamless integration with Tailscale's CLI commands and REST API, enabling automated network management and monitoring through a standardized interface
Model Context Protocol (MCP) server for the Webflow Data API.
[DEPRECATED] Superseded by systempromptio/systemprompt-template and systempromptio/systemprompt-core. MCP server for orchestrating AI coding agents (Claude Code CLI & Gemini CLI).
LYRAI is a Model Context Protocol (MCP) operating system for multi-AI AGENTs designed to extend the functionality of AI applications by enabling them to interact with financial networks and blockchain public chains. The server offers a range of advanced AI assistants, including blockchain public chain operations (SOLANA,ETH,BSC,etc.)
MCP server for connecting agentic systems to search systems via searXNG
【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support.
Comprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and context-aware assistance.
Open-source FRED MCP Server (Federal Reserve Economic Data)
Enhanced Claude Code MCP server with orchestration capabilities, reliability improvements, and self-contained execution patterns
Expose VSCode features such as file viewing and editing as MCP, enabling advanced AI-assisted coding directly from tools like Claude Desktop
Letting Claude Code develop his own MCP tools :)
A Model Context Protocol (MCP) server that provides translation capabilities using the DeepL API.
MCP proxy server with lazy loading support - reduces context usage through on-demand tool activation
Advanced MCP server for seamless access to Israeli Government Open Data
The coding agent for professionals
A command-line tool for managing MCP servers in Claude App. Also can run a MCP Server to help you manage all your MCP Servers
AI-powered music production and post-production in REAPER via MCP — 181 tools for composition, mixing, mastering, batch editing, audio QC, and ReaScript automation.
Vendor-neutral MCP configuration manager — one CLI to add, toggle, and audit MCP servers and skills across every AI client, with safety built in
MCP OAuth Proxy incl. dynamic client registration (DCR), MCP prompt analytics and MCP firewall to build enterprise grade MCP servers.
AAI Gateway — Install MCP servers and skills once, share across all your AI agents. One-time setup, 90% less context overhead. The unified gateway for AI agent tooling.
MCP Server for OPNSense to act as IaC proxy
Context engine for large codebases, exposed through MCP. Gives AI coding agents precise repository context; benchmarked at frontier-agent quality with ~25x lower model cost and 45% fewer tokens with semantic search.
OpenAPI specification MCP server.
MCP Dockmaster allows you to easily install and manage MCP servers. Available for Mac, Windows and Linux as a Desktop App, CLI and a library.
Modular MCP server for OPNsense firewall management - 88 tools providing access to 2000+ methods through AI assistants
MCP server for Google News and Google Trends
TSGram - Telegram MCP Server for local Claude Code integration - debug and vibe code on the go!
Enhanced MCP server for deep web research
CarrotAI is a cutting-edge AI agent application that delivers real-time streaming chat via Server-Sent Events (SSE) with built-in Model Control Protocol (MCP) integration. It supports concurrent connections to multiple SSE MCP servers and provides user interfaces in English, Chinese, and Japanese.
Build Awesome MCPs with Awesome Best Practices for MCP Servers and MCP Clients
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.
A web-based GUI tool for managing Model Context Protocol (MCP) servers in Claude and Cursor
An MCP server that provides LLMs with efficient access to package documentation across multiple programming languages
The quality-ranked discovery engine for AI coding skills, plugins and MCP servers across Claude Code, Codex, Cursor, Windsurf, Cline and more.
AI-powered image generation using Google Gemini or OpenAI (gpt-image-2), integrated with Claude Code via Skills or Claude.ai via MCP (Model Context Protocol).
AI-native macro investment research infrastructure with native MCP, terminal CLI, agent runtime, and disciplined decision workflows. 一个 AI-native 的宏观投资研究基础设施，内建原生 MCP、Terminal CLI、Agent Runtime 与纪律化决策工作流。
Token-efficient data serialization for LLM/AI. 50% fewer tokens than JSON, 93% better value/token. Rust, schema validation, LSP.
nocodb mcp server
MCP Server with TMDB
Search, create and update Airtable bases, tables, fields, and records using Claude Desktop and MCP (Model Context Protocol) clients
Real-time speech recognition & AI-powered note-taking app for macOS with offline/online modes, multilingual transcription, and Japanese translation support.
An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
An MCP server for Tavily's search API
Deprecated: Use the remote MCP server at https://mcp.sanity.io instead.
Universal MCP Server Configuration Manager
The official Pinecone marketplace for Claude Code Plugins
MCP server connecting Claude to Vercel
Attio Model Context Protocol (MCP) server implementation
Netlify's Official MCP server
MCP Deep Research Server using Gemini creating a Research AI Agent
Autonomous engineering organism — contract-first multi-agent team, 24/7 daemon, persistent memory, git-native safety, Guardian Swarm, MCP + A2A. | Builds production software, not prototypes.
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
The brutally honest map of where AI-agent money actually flows. Every number measured, dated, and re-checked — including the ones that turned out to be wrong. Lifetime external income: $2.40. 1 of 18 awesome-list submissions ever merged.
🎯 A unified personal data hub built on MCP that allows AI assistants to access your digital life from Steam, YouTube, Bilibili and more platforms for truly personalized interactions.
MCP (Model Context Protocol) server for the Contentful Management API
mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows.
A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.
MCP server for Fal.ai - Generate images, videos, music and audio with Claude
An MCP Server for audio transcription using OpenAI
Vapi MCP Server
An MCP server to communicated with, use, and wrap the API for the OpenAI Codex CLI tool.
TS based companion MCP server for the Drupal MCP module that works with the STDIO transport.
Multi-agent orchestration for Claude Code with 15-30% token optimization, self-improving agents, and automatic verification
Model Context Protocol server for Flight Tracking
🚀 Generate executable TypeScript tools from MCP servers with 98% token savings. Progressive loading pattern for AI agents. Production-ready.
Groq MCP server
Simple MCP Manager Desktop Application
The LLM Council works together to answer your hardest questions
A remote Model Context Protocol (MCP) server for interacting with the dev.to public API without requiring authentication.
MCP server for generating beautiful code screenshots directly from Claude
A Model Context Protocol for checking domain name registration status in bulk.
Agentic-MCP, Progressive MCP client with three-layer lazy loading. Validates AgentSkills.io pattern for efficient token usage. Use MCP without pre-install & wasting full-loading
A package manager to manage all your mcp servers across platforms
A starting point for Claude Code to Codex collaboration
MCP server that gives Claude ability to use OpenAI's GPTs assistants
Claude Code tmux orchestration — spawn full AI sessions as parallel workers with heartbeat monitoring and file-based coordination
A task management MCP server that provides comprehensive project and task tracking capabilities
Pay-as-you-go AI video generation and model comparison, with MCP workflows for compatible assistants.
Telegram Bot MCP
A currency conversion MCP server
Your ADRs are lying to you. MCP server with live drift detection, content safety, and decision memory — validates architectural decisions against your actual code.
This is a Model Context Protocol (MCP) server built with TypeScript. It provides a versatile tool to fetch and parse any standard RSS/Atom feed, and also includes special support for RSSHub feeds.
Fetch and read Jewish texts through the API of Sefaria.org
Ask, compare, and synthesize across 10 LLM providers. Python SDK, CLI, local Arena, MCP, and privacy-aware
Multi-AI consensus MCP server that queries multiple AI models (OpenAI, Claude, Gemini, custom APIs) in parallel and synthesizes responses to reduce bias and improve accuracy. A Python implementation of the wisdom-of-crowds approach for AI decision making.
Multi-registry skill discovery and installation for AI coding agents — search 9 sources, score, paginate, and install agent skills with security labels
LLM Gateway to call 100+ LLM APIs in OpenAI format with MCP supported.
Get your projects MCP (Model Context Protocol) badges
Smart personal finance tracker for Israeli banks & cards. Features AI categorization, recurring payments, self-hosting (Docker), and MCP support.
FastMCP Server for Sefaria
This is an MCP server that emulates Claude Code's task management system, providing persistent todo functionality for AI coding assistants in IDEs like Cursor, Windsurf, and others.
This an Model Context Protocol (MCP) server that integrates Notion into your AI workflows. This server enables seamless access to Notion through MCP, allowing AI agents to interact with pages, databases, and comments.
A collection of tools for your LLMs that run on Modal
CLI tool for managing Model Context Protocol (MCP) servers in one place & using them across them different clients
A comprehensive tool to manage Model Context Protocol (MCP) configurations for Claude code
Stop AI coding disasters before they cost you weeks. Real-time anti-pattern detection for vibe coders who love AI tools but need a safety net to avoid expensive overengineering traps.
makes the jewish library accessible to LLMs through the MCP protocol
GitHub Repos Manager MCP Server that enables your MCP client (e.g., Claude Desktop, Roo Code, etc.) to interact with GitHub repositories using your GitHub personal access token.
Open Source MCP gateway and proxy for Model Context Protocol (MCP) servers with enterprise authentication and service discovery
1Password MCP server used for storing passwords create separate vault please
Dynamic RAG-powered skills service for code assistants via MCP - Vector + Knowledge Graph hybrid search for intelligent skill discovery
🐕 Universal MCP Server Manager - Configure once, manage multiple MCP servers through a single interface. Perfect for Claude Desktop, Claude Code, Cursor, Gemini CLI & AI assistants. Web dashboard, auto-detection, unified proxy layer.
A high-performance Model Context Protocol (MCP) server providing local speech-to-text transcription using whisper.cpp, optimized for Apple Silicon.
Discover and install plugins and skills for AI coding agents, with a searchable catalog and automated provider updates.
A Model Context Protocol (MCP) server that enables Claude Desktop to interact with Google's Gemini AI - featuring 7 tools with Smart Tool Intelligence that learns from your usage patterns
Read-only AliExpress MCP server — search, product details, shipping estimates. Uses signed MTOP API calls (mtop.js replication) with cookies from mcp-auth-bridge.
Agent-native image-editing SDK for Claude Code. 21 MCP tools + /decompose skill — semantic layer splits, L1–L5 cultural scoring, region inpaint. Powered by ComfyUI, Gemini, or mock.
WIP: A MCP server to search, install, uninstall all your MCP servers or services for your Claude App (or more)
A lightweight Model Context Protocol (MCP) server that provides persistent bookmark management for Claude and other MCP-compatible clients. Features categorized storage, resource discovery, and seamless integration with your AI workflow.
A high-performance speech recognition MCP server based on Faster Whisper, providing efficient audio transcription capabilities.
⛔ ARCHIVED — migrated to mcpcentral-io/mcpcentral apps/deep-researcher (ADR-043, 2026-07-23)
A Model Context Protocol (MCP) server that provides programmatic access to Israeli Land Authority (רמ״י) public tender data.
A Personal Financial Data MCP Server over the israeli-bank-scrapers package
A gateway service designed to manage and orchestrate OpenAI-compatible API servers with MCP support.
MCP server for printing documents on macOS/Linux via CUPS
A Model Context Protocol (MCP) server that provides financial data access through automated Israeli bank and credit card data scraping. Supports all major Israeli financial institutions dynamically based on your configuration
Codemagic CI/CD MCP Server
MCP Server for Windsurf
MCP server for Moltbook — the social network for AI agents
A Model Context Protocol (MCP) server for ZigBee2MQTT that provides intelligent device discovery and control for AI assistants
mcp server of tavily
Production-ready MCP server for Donetick chores management with JWT authentication, Full API support, and 10 MCP tools
CLI tool to manage MCP servers in Claude Code
MCP server for creating UI flowcharts
Starter world templates and mini apps for Orbismo, the world your AI remembers.
MCP server for SKILL.md files with progressive disclosure.
Curated and continuously growing collection of MCP APIs for AI agents, LLM automation, scraping, DevOps, databases, browser control, and real world AI workflows.
A MCP server that provides audio transcription capabilities using OpenAI's Whisper API
MCP (Model Context Protocol) server for uploading media to Cloudinary using Claude Desktop
a multi-modal MCP layer for real life — built on continuous video, semantic search and natural language video understanding.
MCP server for homelab management - Docker, OPNsense, and TrueNAS integration
The ultimate PyQt6 application that integrates the power of OpenAI, Google Gemini, Claude, and other open-source AI models
An MCP (Model Context Protocol) server for searching and browsing products on KSP.co.il — one of Israel's largest electronics and retail stores.
MCP server for Israel's RedAlert emergency alert system - real-time alerts, statistics, shelter search, and city data
Collection of MCP servers for Israeli data sources and APIs
Model Context Protocol extension for Hebrew calendar
Deterministic video editing SDK for AI agents. Ships with MCP tools.
⚙️ A Model Context Protocol (MCP) server for accessing Amazon S3 buckets. This server provides seamless integration with S3 storage through MCP, allowing efficient handling of large files including PDFs through streaming capabilities.
Unofficial MCP server for Make.com build, validate & deploy automation scenarios with AI. 200+ modules, auto-healing blueprints, router support. Community project, not affiliated with Make.com.
MCP for the National Library of Israel - AI-powered bridge for exploring millions of cultural, historical, and literary assets.
MCP server for querying Israeli real estate sales data by AI agents
Israel Statistics MCP
🗣️ Whispers Talk. Recall. Repeat. A blazing-fast voice journal that remembers everything you say — searchable with AI. ✨ What is Whispers? Whispers is a voice-first journaling app powered by: 🧠 <300ms Latency Streaming Transcription (AssemblyAI) 🔍 Algolia MCP for instant search of your thoughts
Israel Fine Checker is an open-source skill and MCP server for checking Israeli parking and HOV/public-transport-route fines through `doh.co.il`, with Hebrew intake prompts and support for 63 municipalities.
Model Context Protocol (MCP) server for accessing the Israeli Knesset's parliamentary information API
A powerful audio transcription server that seamlessly transcribes meeting recordings, generates notes, and intelligently splits audio files for efficient management. Open-source and built with FastMCP and Groq/OpenAI Whisper
MCP server for real-time audio transcription using OpenAI Whisper
Resumable Working Memory server for Codex/Claude CLI — an MCP backend that captures structured edits, decisions, and artifacts per project and serves compact “resume” bundles so coding agents can pick up exactly where they left off across sessions.
MCP server wrapper for dehashed.com API
An Model Context Protocol (MCP) server that provides access to statistical data from the Israeli Central Bureau of Statistics (CBS).
An intelligent MCP server that transforms raw Israeli real-estate data into actionable financial insights using Claude
A comprehensive MCP server for calculating Jewish prayer times (zmanim).
A Model Context Protocol (MCP) server that demonstrates how to scrape financial data using the israeli-bank-scrapers library
Real-time Israeli public transit MCP server with Google Routes, Places, GTFS, and Curlbus integration
MCP Server for Israel budget
MCP server providing access to Israeli Ministry of Health data dashboard APIs.
A powerful MCP (Model Context Protocol) server that transcribes audio and video files into text using Groq's Whisper model.
Production-ready Claude Code agents with checklists and MCP integrations.
mcp server for homebox
MCP Server for Israeli Insurance Intelligence - 15 tools for business data, insurance market, lead discovery, enrichment
data gov israel MCP
Working Python MCP server demonstrating progressive reveal, how the protocol guides agent reasoning through layered capability discovery and validation gates.
Agentic research assistant for Israeli Knesset data — LangGraph + RAG + MCP
Israel law - Privacy Protection Law, Cyber Directorate regulations, Companies Law with HE/EN search
Claude Pro Directory is a searchable collection of pre-built configurations, MCP servers, and custom rules designed to enhance Claude AI's performance for specific tasks.
MCP server for getting information about disability permitted cars in Israel
IMS (Israeli Meteorological Service) MCP Server
Langflow-based LLM agent that keeps track of my personal projects. Based on integration with WhatsApp voice messages, Whisper, OpenAI/Mistral models and local MCP.
A Model Context Protocol (MCP) server that provides ASR(Automatic Speech Recognition) capabilities using the whisper engine. This server exposes TTS functionality through MCP tools, making it easy to integrate speech synthesis into your applications.
Whisper + TTS + As many MCP servers as I can stuff in
Blazingly fast audio transcription MCP server using Whisper with Flash Attention 2
mcp server for whisper-cli
AI-first deployment platform for Docker applications. Deploy via conversation with Claude Code using the Model Context Protocol (MCP).
An mcp for nuclino
An MCP server to get Air Quality Data using AQICN.org