MCP servers, quality-scored.

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

Connect AI agents to Exa for web search, content fetching, and multi-step research.

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

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

Open source MCP Servers for AWS

Official OpenMetadata MCP: 21 read and write tools for search, lineage, data quality, governance.

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

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

Meeting bot and transcripts for Google Meet, Teams and Zoom. Live or after, speakers labelled.

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

MCP server for browser use access

Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.

Trigger.dev – build and deploy durable AI agents and workflows

Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 86 tools.

Codebase knowledge graph for AI agents — 162 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.

Manage monitors, status pages, incidents and maintenances in your openstatus workspace.

Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite

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

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

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

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

Streaming music player that finds free music for you

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.

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

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

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.

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

MongoDB Model Context Protocol Server

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

Open-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB, ClickHouse and Redis. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.

Create, read and edit Excel workbooks without Microsoft Excel.

Google Ads, Meta Ads, SEO, GEO & GA4 MCP by Ryze AI - audits, reports, keywords, Search Console.

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

MCP server for the Cloudflare API

Agent skill that turns natural language, code, Terraform/K8s, SQL, OpenAPI, AsyncAPI, Protobuf and GraphQL sources into editable, tested draw.io architecture diagrams: incremental sync, multi-view projection, drift diff, CI architecture tests, whiteboard derasterize, interactive HTML/PPTX/Mermaid exports.

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, runs on limited H/W resources. Alternative to Airflow / Cron / Job Scheduler.

The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

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

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

MCP server for monday.com integration.

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

Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.

Silex is an online tool for visually creating static sites with dynamic data. With the free/libre spirit of internet, together.

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

The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then check you built what you meant — blast radius, tests-to-run, quality deltas. Signatures at 74.7% fewer bytes than bodies; every guess labelled, every loss published. Paddle out with a map.

AI-powered OSINT agent & MCP server. 20 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.

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

Token efficient search for coding agents over public and private documentation.

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

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.

Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.

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.

The official Rust SDK for the Model Context Protocol

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

LeanCTX — Context Gateway for AI Systems. Control what your AI can see. Open-source Engine for context selection, supported controls, and evidence.

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

MCP server integration for DaVinci Resolve Studio

Self-Hosted API Management for Builders

Comprehensive PostgreSQL documentation and best practices, including ecosystem tools

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

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

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

Tamper-evident decision audit trail and outcome-weighted memory for AI trading agents.

Local-first project memory with legacy MCP and 2026 discovery compatibility.

Read, write, search, and surgically edit Obsidian notes, tags, and frontmatter via MCP.

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

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

🌊 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

🔥 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。

🚀 抖音、TikTok 数据采集与无水印视频下载 API，自托管，支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST API, MCP server, CLI and web console for posts, profiles, comments and playlists. Self-healing identity pool, PostgreSQL archive, one docker compose up.

MCP for xiaohongshu.com

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

Your own search engine

A Model Context Protocol server for generating charts using AntV.

Native local development environment for Windows, macOS & Linux. A modern alternative to XAMPP, MAMP, Laragon and Laravel Herd, with runtimes, databases, web servers, local sites, HTTPS, AI coding tools and MCP.

Google Flights MCP, CLI and Python Library

Plugin for JADX to integrate MCP server

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

Self-hosted MCP gateway and control plane for connecting, controlling, and operating MCP servers.

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

Cloud architecture diagrams with official AWS, Azure and GCP icons, from Terraform or a JSON graph.

A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB

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

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

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 with ACP support.

deja-vu: local memory over the session histories of thirty-five coding agents.

Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs

Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.

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