MCP servers, quality-scored.

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding

Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.

Up-to-date code docs for any prompt

MCP server for Chrome DevTools

Open source MCP Servers for AWS

Official OpenMetadata MCP: governed context and business semantics for AI assistants and agents.

Free open-source resume builder with remote MCP tools for resumes and job applications.

🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, human-editable chart specs.

An open-source AI agent that brings the power of Gemini directly into your terminal.

Live global intelligence: real-time markets, conflicts, country risk, chokepoints, energy. 39 tools.

Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

Trigger.dev – build and deploy fully‑managed AI agents and workflows

Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

Connect to Atlassian Jira, Confluence, and Compass to search, create, and manage your work.

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

The official Python SDK for Model Context Protocol servers and clients

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

A Model Context Protocol server for generating charts using AntV.

MongoDB Model Context Protocol Server

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

Yet another WebUI for Nginx

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

Real-time market data, screeners, technical analysis & backtesting for stocks, crypto and forex.

Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web

Natural voice conversations for AI assistants - STT/TTS via MCP

MCP server for the Cloudflare API

MCP server for browser use access

Streaming music player that finds free music for you

Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.

Self-hostable workflow orchestrator for teams whose main work isn't orchestration. Declarative YAML over your scripts, SSH commands, containers, etc; keep workflows separate from business logic. One binary, no database. Alternative to Airflow / Cron / Job Scheduler.

Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

CloudBase MCP: DB, functions, storage, hosting via @cloudbase/cloudbase-mcp

MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

MCP server for monday.com integration.

A CLI tool for building Go applications.

MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

MCP server for SearXNG — privacy-respecting web search with pagination, URL reading

MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.

Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.

An autonomous agent that conducts deep research on any data using any LLM providers

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

The official Rust SDK for the Model Context Protocol

Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.

Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.

A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw

Self-Hosted API Management for Builders

Open-source AI-augmented offensive security harness. 13+ autonomous agents, 150+ LLM providers, 5,300+ models, 7,600+ Ed25519-signed attack skills, 56+ built-in tools, 176+ MCP tools. MITRE ATT&CK, OWASP WSTG, CIS Benchmarks. Post-exploit: Linux/Windows/macOS/AWS/Azure/K8s/CI-CD. Web UI + Cloudflare Tunnel. Your AI red team.

MCP Server para 70 APIs públicas brasileiras

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

An official Qdrant Model Context Protocol (MCP) server implementation

Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.

Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

MCP memory for AI trading agents. Store trades, recall similar setups, track strategy performance.

1117 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.

Official MCP server for Anytype API - your encrypted, local and collaborative wiki.

Connects AI agents with CrowdStrike Falcon for security analysis and automation.

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.

128 REST operations. 120 MCP routes; 119 JSON/text ops. OAuth 2.1. Not affiliated with X Corp.

Direct access to your Sanity projects (content, datasets, releases, schemas) and agent rules

🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

🔥 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。

🫖 Status page with uptime monitoring & API monitoring as code 🫖

A metasearch library that aggregates results from diverse web search services

Plugin for JADX to integrate MCP server

A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies.

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation.

AgentRQ: 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.

Reddit browser for AI assistants. Browse without API keys; add credentials for search and analysis.

MCP server for managing workouts, routines, and exercise data through the Hevy API

AI-native MCP server to design and manage Cisco network diagrams (L1/L2/L3, PPT/SVG) from LLMs.

Local-first MCP proxy with BM25 tool discovery, security scanning, quarantine & ~99% token savings

MCP for xiaohongshu.com

The official TypeScript SDK for Model Context Protocol servers and clients

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.

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

Where data access meets operational intelligence

Generate academic diagrams and statistical plots from text using multi-agent AI.

MCP server integration for DaVinci Resolve Studio

All-in-One malware analysis tool.

The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

🚀Apache RocketMQ build in Rust🦀. Faster, safer, and with lower memory usage. ⭐ Star to support our work❤️!