MCP Essentials
Must-have Model Context Protocol servers and tools
Showing 121–180 of 1,738 skills · Page 3 of 29
datagouv / datagouv-mcp
1.6kOfficial data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
lucasastorian / llmwiki
1.6kOpen Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !
zzet / gortex
1.6kHigh-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teammate - expose only needed information, cutting token usage up to 50x. 100% local.
Observal / Observal
2.4kObserval is self-hosted registry for your coding agent extensions with a built in insight engine. Setup Observal, define the scope and share your Skills, MCPs and Agents with your peers.
liyupi / ai-guide
19.7k程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术…
firecrawl / firecrawl-mcp-server
7.4k🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
MinishLab / semble
6.0kFast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
oomol-lab / open-connector
5.6kOpen-source auth gateway connecting 1400+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
jamubc / gemini-mcp-tool
2.3kMCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding
pipeboard-co / meta-ads-mcp
1.2kMeta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform family (+ Google, TikTok, Snap, Reddit). Hosted remote MCP, badged Meta Business Partner, free plan — no self-hosting required.
thClaws / thClaws
1.2kOpen-source AI agent harness in native Rust — GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.
fetchai / innovation-lab-examples
1.1k80+ production-ready AI agent examples in Python — build autonomous agents, multi-agent systems and agentic AI with uAgents, ASI:One, MCP, A2A, LangChain, CrewAI, Gemini, Claude and OpenAI.
xuzhougeng / wisp-science
1.1kOpen-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.
bgauryy / octocode
926Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI
open-multi-agent / open-multi-agent
6.9kTypeScript multi-agent framework that runs in your own environment: consequential actions wait for approval and every run leaves a verifiable record. Describe the goal, not the graph.
vitali87 / code-graph-rag
5.1kThe ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
stackql / stackql
899Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for humans and AI agents.
Natfii / UnrealClaude
898Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance with built-in UE5.7 documentation context directly in the editor.
heygen-com / hyperframes
47.6kWrite HTML. Render video. Built for agents.
danny-avila / LibreChat
42.9kEnhanced 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 A…
Hmbown / Codewhale
40.9kOpen-source coding agent for your terminal, built in Rust and on a journey of continuous community improvement. Issues and PRs welcome.
mindsdb / mindshub
39.7kThe unified workspace where open-source models get things done for you.
tinyhumansai / openhuman
39.5kOpenHuman is an open source personal AI for Mac, Windows and Linux — local-first memory, agent orchestration, and deep research.
mastra-ai / mastra
27.8kMastra is the modern TypeScript framework for AI-powered applications and agents.
modelcontextprotocol / typescript-sdk
13.3kThe official TypeScript SDK for Model Context Protocol servers and clients
TokenRhythm / opensquilla
7.0kOpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
mobile-next / mobile-mcp
6.5kModel Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
ThinkInAIXYZ / deepchat
6.3k🐬DeepChat - A smart assistant that connects powerful AI to your personal world
kucherenko / jscpd
6.2kCopy/paste detector for source code. 220+ languages, Rust engine, SARIF/HTML/badge reporters, GitHub Action, MCP server for AI agents.
ModelEngine-Group / nexent
5.9kNexent 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.
OpenBMB / UltraRAG
5.7kA Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
zhkl0228 / unidbg
5.2kAllows you to emulate an Android native library, and an experimental iOS emulation
MCP-UI-Org / mcp-ui
5.1kUI over MCP. Create next-gen UI experiences with the protocol and SDK!
caliber-ai-org / ai-setup
1.3kContinuously sync your AI setups with one command. Codebase tailor suited agent skills, MCPs and config files for Claude Code, Cursor, and Codex.
Zipstack / unstract
7.2kLLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
u14app / deep-research
4.7kUse any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
huangjunsen0406 / py-xiaozhi
3.5kOpen-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.
matlab / matlab-mcp-server
1.5kRun MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.
mnemox-ai / tradememory-protocol
1.4kDecision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.
miscusi-peek / cheatengine-mcp-bridge
1.4kConnect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.
Dataojitori / nocturne_memory
1.3kA lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
study8677 / repobrain
1.3k🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.
ridafkih / keeper.sh
1.3kCalendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.
drhelius / Gearboy
1.2kGame Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
agentrq / agentrq
1.1kAgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobile, Web, Desktop. Designed to work well with your own Claude subscriptions and any harness with ACP support.
2akouwu / reverify
1.0kStop 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 the proving ground. MCP server + CLI.
m0n0x41d / haft
1.4kEngineering decisions engine that know when they're stale. Frame, compare, decide — with evidence decay and parity enforcement. For Claude Code, Cursor, Gemini CLI, Codex and more.
metatool-ai / metamcp
2.7kMCP Aggregator, Orchestrator, Middleware, Gateway in one docker
can4hou6joeng4 / boss-agent-cli
1.9k🤖 Local-assist BOSS Zhipin CLI for AI agents — search, welfare filtering, shortlist, JSON-envelope output; low-risk & compliant by default.
Deuz-AI / Deuz-SDK
1.3kZero-dependency TypeScript framework for production AI agents: durable execution, long-term memory, hybrid RAG, MCP tool calling, human-in-the-loop approval, planning and CodeAct sandboxes. One streaming API for Claude, GPT, Gemini, Grok, Mistral and DeepSeek — Node, Bun, Deno, serverless and edge.
alexander-zuev / supabase-mcp-server
832Query 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.
riponcm / projectmem
799Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.
rahilp / second-brain-cloudflare
750One memory layer, every AI tool. Store anything once — recall it in Claude, ChatGPT, Cursor, or any MCP client. Self-hosted on Cloudflare's free tier.
AVIDS2 / memorix
739Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot, Kiro, OpenCode, and Trae.
agentic-box / memora
717Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.
awdr74100 / figwright
705Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Codex, and any MCP client.
sbroenne / mcp-server-excel
673Automate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, PivotTables, charts, and 326 operations.
emiliaprotocol / emilia-protocol
650Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned mandates at protected executor boundaries; the open protocol keeps evidence verifiable.
universal-tool-calling-protocol / python-utcp
647Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.
marc-shade / world-intel-mcp
630120-tool MCP server for real-time global intelligence: markets, SEC filings, conflict, military, cyber, climate, news, and 30+ domains. AI situation briefs that cite their sources, user-defined geofences with escalation scoring, cited daily digests, live SSE dashboard. MIT, no paid API keys.