punkpeye/awesome-mcp-servers Source: https://github.com/punkpeye/awesome-mcp-servers ไทย English 繁體中文 简体中文 日本語 한국어 Português Brasileiro Discord (https://glama.ai/mcp/discord) Subreddit subscribers (https://www.reddit.com/r/mcp/) > [!IMPORTANT] > Awesome MCP Servers (https://glama.ai/mcp/servers) web directory. A curated list of awesome Model Context Protocol (MCP) servers. * What is MCP? * Clients * Tutorials * Community * Legend * Server Implementations * Frameworks * Tips & Tricks ## What is MCP? MCP (https://modelcontextprotocol.io/) is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services. ## Clients Checkout awesome-mcp-clients (https://github.com/punkpeye/awesome-mcp-clients/) and glama.ai/mcp/clients (https://glama.ai/mcp/clients). ## Tutorials * Tool Definition Quality Score (TDQS) (https://github.com/glama-ai/tool-definition-quality-score) * Model Context Protocol (MCP) Quickstart (https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart) * Setup Claude Desktop App to Use a SQLite Database (https://youtu.be/wxCCzo9dGj0) ## Community * r/mcp Reddit (https://www.reddit.com/r/mcp) * Discord Server (https://glama.ai/mcp/discord) ## Legend * 🎖️ – official implementation * programming language * 🐍 – Python codebase * 📇 – TypeScript (or JavaScript) codebase * 🏎️ – Go codebase * 🦀 – Rust codebase * #️⃣ - C# Codebase * ☕ - Java codebase * 🌊 – C/C++ codebase * 💎 - Ruby codebase * scope * ☁️ - Cloud Service * 🏠 - Local Service * 📟 - Embedded Systems * operating system * 🍎 – For macOS * 🪟 – For Windows * 🐧 - For Linux > [!NOTE] > Confused about Local 🏠 vs Cloud ☁️? > * Use local when MCP server is talking to a locally installed software, e.g. taking control over Chrome browser. > * Use cloud when MCP server is talking to remote APIs, e.g. weather API. ## Server Implementations > [!NOTE] > We now have a web-based directory (https://glama.ai/mcp/servers) that is synced with the repository. * 🔗 - Aggregators * 🤝 - Agreements & Coordination * 🎨 - Art & Culture * 📐 - Architecture & Design * 📂 - Browser Automation * 🧬 - Biology Medicine and Bioinformatics * ☁️ - Cloud Platforms * 👨💻 - Code Execution * 🤖 - Coding Agents * 🖥️ - Command Line * 💬 - Communication * 🗣️ - Conversational AI * 🔑 - Cryptography * 👤 - Customer Data Platforms * 🗄️ - Databases * 📊 - Data Platforms * 🚚 - Delivery * 🛠️ - Developer Tools * 🧮 - Data Science Tools * 📊 - Data Visualization * 📟 - Embedded system * 🎓 - Education * 🛒 - E-Commerce * 🌳 - Environment & Nature * 📂 - File Systems * 💰 - Finance & Fintech * 🎮 - Gaming * 🏠 - Home Automation * 🏭 - Industrial & IoT * 🧠 - Knowledge & Memory * ⚖️ - Legal * 🗺️ - Location Services * 🎯 - Marketing * 📊 - Monitoring * 🎥 - Multimedia Process * 🖥️ - OS Automation * 🎙️ - Podcasts * 📋 - Product Management * 🏠 - Real Estate * 🔬 - Research * 🔎 - Search & Data Extraction * 🔒 - Security * 🌐 - Social Media * 🔮 - Spirituality & Esoterica * 🏃 - Sports * 🎧 - Support & Service Management * 🌎 - Translation Services * 🎧 - Text-to-Speech * 🎙️ - Speech-to-Text * 🚆 - Travel & Transportation * 🔄 - Version Control * 🏢 - Workplace & Productivity * 🛠️ - Other Tools and Integrations ### 🔗 Aggregators Servers for accessing many apps and tools through a single MCP server. - Correctover/mcp-server (https://github.com/Correctover/mcp-server) Correctover MCP server (https://glama.ai/mcp/servers/Correctover/mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - Contract validation and self-healing failover for LLM APIs. 6-dimension verification (structure, schema, latency, cost, identity, integrity) in 22μs P50. 87 self-healing rules with MAPE-K autonomic loop. BYOK direct connect to 9 providers (OpenAI, Anthropic, DeepSeek, Moonshot, Zhipu AI, Qwen, SiliconFlow, Groq, Together AI). L3 failover in 949ms E2E. Install: npx -y correctover-mcp-server. - daedalusdevelopmentgroup/ddg-agent-payable-services (https://github.com/daedalusdevelopmentgroup/ddg-agent-payable-services) daedalusdevelopmentgroup/ddg-agent-payable-services MCP server (https://glama.ai/mcp/servers/daedalusdevelopmentgroup/ddg-agent-payable-services) 🐍 ☁️ - Pay-per-call x402 gateway: one MCP server for 90+ agent tools (utilities, DNS/WHOIS, blockchain RPC, market data, prediction markets, DEX data, security audits) plus an OpenAI-compatible LLM gateway. USDC on Base, free-trial calls per agent. pip install ddg-agent-services-mcp or remote https://mcp.daedalusdevelopmentgroup.com/mcp. - forgemeshlabs/coinopai-mcp (https://github.com/forgemeshlabs/coinopai-mcp) forgemeshlabs/coinopai-mcp MCP server (https://glama.ai/mcp/servers/forgemeshlabs/coinopai-mcp) 📇 - Local stdio MCP server for x402-powered paid crypto intelligence: preflight checks, trade decisions with decision_id, later audit against real prices, risk state, signal history, and agent automation search over USDC micropayments on Base. - forgemeshlabs/anomaly-mcp (https://github.com/forgemeshlabs/anomaly-mcp) forgemeshlabs/anomaly-mcp MCP server (https://glama.ai/mcp/servers/forgemeshlabs/anomaly-mcp) 📇 ☁️ - Real-time anomaly detection powered by NASA-derived sequence mining across blockchain, mempool, stablecoin depeg, aviation, and GitHub signals via x402 USDC micropayments on Base. npx -y @forgemeshlabs/anomaly-mcp - 1mcp/agent (https://github.com/1mcp-app/agent) 📇 ☁️ 🏠 🍎 🪟 🐧 - A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one. - 2s-io/sdk (https://github.com/2s-io/sdk) 2s-io/sdk MCP server (https://glama.ai/mcp/servers/2s-io/sdk) 📇 ☁️ 🍎 🪟 🐧 - Unified API for AI agents — 180+ tools across geocoding, weather (NWS), climate stations (NOAA), earthquakes (USGS), tides (NOAA), points of interest (OpenStreetMap), patents (USPTO ODP), US case law (CourtListener / Free Law Project), Federal Register, Wikipedia, scientific papers (arXiv / PubMed / Semantic Scholar), AI summarize / translate / extract / screenshot / image-describe, image compression, DNS / WHOIS, crypto address-validate + EVM gas oracle, OFAC sanctions screening, US Census ACS demographics, airport / ZIP lookup. Sub-cent to a few cents per call in USDC on Base via x402 — no API keys, no signup. npx -y @2sio/mcp - 8randonpickart5/alderpost-mcp (https://github.com/8randonpickart5/alderpost-mcp) alderpost-mcp MCP server (https://glama.ai/mcp/servers/8randonpickart5/alderpost-mcp) 📇 ☁️ - 8 bundled intelligence endpoints (security, company, threat, compliance, sales, sports, property, health) via x402 micropayments on Base. - GTCC777/pulsenetwork-mcp (https://github.com/GTCC777/pulsenetwork-mcp) GTCC777/pulsenetwork-mcp MCP server (https://glama.ai/mcp/servers/GTCC777/pulsenetwork-mcp) 📇 - One MCP server exposing 66 specialized intelligence APIs (660+ endpoints) — finance, crypto, legal, immigration, healthcare cost, real estate, tax, climate, sports, science, and more — each an x402 pay-per-call tool in USDC on Base and Solana. Includes a discover meta-tool over the whole network and a cross-vertical referral graph. No API keys. npx mcp-pulsenetwork - mcpqueen/mcpqueen (https://github.com/mcpqueen/mcpqueen) mcpqueen/mcpqueen MCP server (https://glama.ai/mcp/servers/mcpqueen/mcpqueen) 🎖️ 📇 ☁️ - The graded MCP registry: live-probes every remote server in the official registry (initialize, tools/list, schema quality, latency, provenance) and publishes evidence-backed grades — searchable by agents via its own MCP endpoint at mcpqueen.com (https://mcpqueen.com). - szp2005/llm-prices-cn (https://github.com/szp2005/llm-prices-cn) szp2005/llm-prices-cn MCP server (https://glama.ai/mcp/servers/szp2005/llm-prices-cn) 🐍 ☁️ - Daily-verified LLM API pricing dataset (44+ models, CN & global) with a hosted MCP server for live price queries and token cost estimation. - tadas-github/a2asearch-mcp (https://github.com/tadas-github/a2asearch-mcp) tadas-github/a2asearch-mcp MCP server (https://glama.ai/mcp/servers/tadas-github/a2asearch-mcp) 📇 ☁️ - MCP server to search 4,800+ MCP servers, AI agents, CLI tools and agent skills. Install: npx -y a2asearch-mcp. Ask Claude: “Find MCP servers for database access”. Free, no auth required. - Aganium/agenium (https://github.com/Aganium/agenium) 📇 ☁️ 🍎 🪟 🐧 - Bridge any MCP server to the agent:// network — DNS-like identity, discovery, and trust for AI agents. Makes your tools discoverable and callable by other agents via agent:// URIs with mTLS, trust scores, and capability search. - agentbodegastore/agentbodega (https://github.com/agentbodegastore/agentbodega) agentbodega MCP server (https://glama.ai/mcp/servers/agentbodegastore/agentbodega) 📇 ☁️ - AgentBodega MCP gives agents a live catalog of 65 x402-payable HTTP tools across search, public data, social media, status checks, media conversion, and agent-readiness checks. No API keys; install with npx -y @agentbodega/mcp. - elisymlabs/elisym (https://github.com/elisymlabs/elisym) elisymlabs/elisym MCP server (https://glama.ai/mcp/servers/elisymlabs/elisym) 📇 ☁️ 🍎 🪟 🐧 - AI agent discovery and marketplace on Nostr with Solana payments (SOL, USDC). NIP-89 discovery, NIP-90 jobs, NIP-44 v2 encryption, on-chain micropayments. - espadaw/Agent47 (https://github.com/espadaw/Agent47) 📇 ☁️ - Unified job aggregator for AI agents across 9+ platforms (x402, RentAHuman, Virtuals, etc). - doggychip/agentforge (https://github.com/doggychip/agentforge) doggychip/agentforge MCP server (https://glama.ai/mcp/servers/doggychip/agentforge) 📇 ☁️ - Unified API gateway and marketplace for 300+ AI agents. One API key, REST + streaming, 90% creator revenue share, health monitoring. Self-hostable (MIT). - AgentHotspot (https://github.com/AgentHotspot/agenthotspot-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Search, integrate and monetize MCP connectors on the AgentHotspot MCP marketplace - aidevelopers2/remoteopenclaw-mcp (https://github.com/aidevelopers2/remoteopenclaw-mcp) aidevelopers2/remoteopenclaw-mcp MCP server (https://glama.ai/mcp/servers/aidevelopers2/remoteopenclaw-mcp) 📇 🏠 - MCP server and CLI to search the Remote OpenClaw directory of 13,870+ MCP servers, 4,384+ agent skills, and plugins. Returns names, links, and install commands. Install: claude mcp add remoteopenclaw -- npx -y remoteopenclaw. CLI: npx remoteopenclaw search . Free, no API key. - garasegae/aiskillstore (https://github.com/garasegae/aiskillstore) garasegae/aiskillstore MCP server (https://glama.ai/mcp/servers/garasegae/aiskillstore) ☁️ - Agent-first skill marketplace where AI agents discover, purchase, and integrate skills via MCP protocol. Supports 7+ platforms including Claude, hGPT, and Gemini. - alexanderclapp/clirank-mcp-server (https://github.com/alexanderclapp/clirank-mcp-server) alexanderclapp/clirank-mcp-server MCP server (https://glama.ai/mcp/servers/alexanderclapp/clirank-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - API intelligence for AI coding agents. 387 APIs scored on agent-friendliness with tools to recommend, compare, check scores, and discover APIs. Install: npx clirank-mcp-server. Web: clirank.dev (https://clirank.dev). - Work90210/APIFold (https://github.com/Work90210/APIFold) Work90210/APIFold MCP server (https://glama.ai/mcp/servers/Work90210/APIFold) 📇 ☁️ - Turn any REST API into a hosted MCP server. 18 free public servers (GitHub, Stripe, Slack, OpenAI, Notion, and more) — no setup required, bring your own API key. - alexar76/aimarket-plugins (https://github.com/alexar76/aimarket-plugins) alexar76/aimarket-plugins MCP server (https://glama.ai/mcp/servers/alexar76/aimarket-plugins) 📇 ☁️ 🏠 🍎 🪟 🐧 - aimarket-mcp-packager hub plugin: turn AIMarket capabilities into self-hosted MCP servers (Docker image + mcp_manifest + Claude Desktop mcpServers config). Part of 15-plugin AIMarket Hub (modelmarket.dev (https://modelmarket.dev)); protocol discovery at /.well-known/ai-market.json. Install: pip install aimarket-mcp-packager. - Alepha188838884/context-firewall (https://github.com/Alepha188838884/context-firewall) Alepha188838884/context-firewall MCP server (https://glama.ai/mcp/servers/Alepha188838884/context-firewall) 📇 🏠 🍎 🪟 🐧 - Local proxy that collapses N downstream MCP servers into 4 meta-tools with progressive tool discovery (measured: 122 tools → 4, ~28.6K tokens of definitions saved), compresses large tool outputs (HTML→Markdown, JSON structure summarization, base64 stripping — 60–95% measured on real pages/APIs) with full-output retrieval via read_more, and prints a per-session token-savings report. Security-relevant outputs are never silently compressed. Install: npx -y context-firewall --config config.json - reefapi/reefapi-mcp (https://github.com/reefapi/reefapi-mcp) reefapi/reefapi-mcp MCP server (https://glama.ai/mcp/servers/reefapi/reefapi-mcp) 🐍 ☁️ - One MCP for 160+ live web-data APIs — search engines, social (Reddit, TikTok, Threads, Bluesky), e-commerce (Amazon, eBay, AliExpress, Etsy), real estate (Zillow, Redfin), jobs, travel, news, finance and company/people intel. Clean JSON from sites that block scrapers; one key, one shared credit pool, free tier. Remote streamable-http at api.reefapi.com/mcp. - RightOnPar-LLC/mesh-connector (https://github.com/RightOnPar-LLC/mesh-connector) RightOnPar-LLC/mesh-connector MCP server (https://glama.ai/mcp/servers/RightOnPar-LLC/mesh-connector) 📇 ☁️ - Agent-to-agent capability exchange (MeshMarket): agents browse keylessly, self-onboard via mesh_signup, rent memory/reasoning/safety per call, list their own tools with mesh_publish, and settle in closed-loop credits on a debit-first ledger. - rhein1/agoragentic-integrations (https://github.com/rhein1/agoragentic-integrations) agoragentic-integrations MCP server (https://glama.ai/mcp/servers/@rhein1/agoragentic-integrations) 📇 ☁️ - Agent-to-agent marketplace where AI agents discover, invoke, and pay for services from other agents using USDC on Base L2. - arikusi/deepseek-mcp-server (https://github.com/arikusi/deepseek-mcp-server) deepseek-mcp-server MCP server (https://glama.ai/mcp/servers/arikusi/deepseek-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - MCP server for DeepSeek AI with chat, reasoning, multi-turn sessions, function calling, thinking mode, and cost tracking. - ariekogan/ateam-mcp (https://github.com/ariekogan/ateam-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Build, validate, and deploy multi-agent AI solutions on the ADAS platform. Design skills with tools, manage solution lifecycle, and connect from any AI environment via stdio or HTTP.