MCP servers tagged mcp
61K live MCP servers tagged "mcp", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with mcp.
Weather
Hermes Agent용 MCP — 한국 날씨·미세먼지 (기상청 단기예보 + 에어코리아). molpass · zeolinex.com · vibe-coded with Claude
AP RAG
AP-RAG (Academic Paper Retrieval-Augmented Generation): citation-backed retrieval over scientific papers, for people and for AI agents. Web and desktop apps, an MCP server and a C…
Runflow
Self-hosted running coach: imports Garmin and Strava runs, models fitness, generates training plans, pushes workouts to the watch, and tracks adherence. FastAPI + React, with a Cl…
Context Engine
A lightweight context engine for AI agents. Ingest events, build semantic context, query with natural language. Zero config.
Unreal MCP
MCP server for controlling a live Unreal Engine 5 editor session from Claude — actors, assets, Blueprints, PIE, and arbitrary Python over UE's Remote Execution protocol.
Reddit MCP
MCP server over the Reddit API with a self-owned OAuth2 app — 12 tools covering reads plus posting, commenting, voting and messaging
Estonian Annual Report AI
Local-first MCP toolkit for reviewing Estonian company finances and preparing annual-report drafts.
Greenweez Shop MCP
MCP et CLI non officiels Greenweez : recherche, fiches produit et panier confirmé pour Codex, Claude Code et tout client MCP.
Bruno MCP Server
Local-first MCP server for discovering, inspecting, and running Bruno API requests
Readonly SQL MCP
An MCP server that gives an AI agent read-only SQL access: three independent locks, each proven by breaking it on purpose, plus agent evaluations.
Mcd Taste Compiler
味觉编译器：说一句你现在的状态（支持网络用语），编译出这家麦当劳此刻真能点到的风味组合。基于麦当劳 MCP。
Perplexity MCP
로그인한 Perplexity 웹 세션으로 검색·딥리서치·답변 히스토리를 쓰는 MCP 서버 (API 키 불필요)
Roblox Studio MCP
Drive an open Roblox Studio place from the terminal — an installable agent skill wrapping Roblox's bundled StudioMCP.exe bridge, with dry-run, backups and undo.
Onepin MCP
AI Voice Production Agent: picks from 30+ TTS models, fixes pronunciation, validates every line.
Qgis MCP
Headless MCP server for QGIS 4.x: layers, Processing algorithms and map export from Claude, no Desktop needed
Tool Rag
RAG for AI tools: each agent gets only the relevant MCP tools its user may use. Hybrid retrieval, evaluated on 1,351 real requests (92% top-5), ToolRet (44k tools) and a permissio…
Dsh Dot MCP
MCP bridge that exposes DeepSeek Harness (DSH) sessions, native goals, approvals and results to an MCP client over the official protocol: 21 frozen tools, loopback-only HTTP with…
Askdata Semantic Agent
Text-to-SQL analytics agent: semantic layer, 3-layer SQL guardrails, eval harness (47 golden Qs) and MCP server. Runs offline; optional OpenAI/Ollama planner.
Maimai MCP Clinic
麦麦 MCP 体检站 | McDonald's MCP Clinic：参数诊断、真实查询核价、调用链回放与脱敏报告。Node.js 本地运行，无需 Token 可体验离线案例。
Pico MCP
Expose pico-ioc components as MCP servers: @tool, @resource and @prompt on component methods.
Brickmedic
A FalkorDB repair lab and MCP tool server for brick models, with counterfactual queries and independently replayable repair proofs.
Synapse
A.U.G.U.R Synapse: 79 tools AI agents call and pay for per call. HTTP + MCP, x402 (USDC/SOL on Solana, USDC on Base). Endpoint reference, specs, SDKs.
Awesome Agentic Devops
A curated list of Agentic DevOps resources — AI agents, MCP servers, SRE agents, frameworks, talks, and research for the autonomous software lifecycle
MCP
MCP servers for Share a Wish: build creator affiliate shops and integrate the wishlist basket / save button from Claude, Cursor & Co.
Memory MCP
Self-hosted MCP server for personal AI memory: a searchable episodic archive of AI sessions plus a curated, high-trust semantic facts layer.
Buchhaltungsbutler MCP
Inoffizieller MCP-Server für die BuchhaltungsButler-API. 54 Endpunkt-Werkzeuge plus 5 Ablauf-Werkzeuge, deutschsprachig.
Codex Imagegen MCP
MCP server that generates images with the Codex CLI, so Claude Design and other MCP clients can use a ChatGPT subscription instead of paying per image for the OpenAI API
Scout
Active Docker container discovery, protocol handshake prober, and compose label injector for Model Context Protocol (MCP).
Sonarqube
Run SonarQube Community Build locally with Docker Compose and PostgreSQL, with persistent storage and setup instructions for connecting the SonarQube MCP server to Codex.
Steam Library MCP
Local Steam library MCP server with tracking, recommendations, backlog planning, achievements, metadata, and a React dashboard.
Chatgpt Local Files
Let ChatGPT Chat read, edit and save local Windows files and run commands via MCP. No model API calls. Independent tasks, conflict-aware saves. 普通 Chat 处理本地文件的开源部署包。
Indie Brief
Read-only indie hacker brief API and Grok Bot template
Hybrid Rag MCP
Local-first hybrid-RAG MCP server (Qdrant + BM25 via RRF), multi-step agent, offline Ollama fallback
Machine Fabric
Self-hosted, open-source remote machine control for MCP clients (ChatGPT, Claude, Codex): one hub, outbound agents, durable jobs, explicit delivery semantics, OAuth 2.1.
Knowledge Layer
Open source, self-hosted semantic layer and knowledge graph for AI agents. Evidence-backed definitions, human review, and reusable MCP context.
ClientDebugMCP
Professional desktop client debugging MCP for WPF/WinForms. UI inspection, pixel analysis, element automation. Adapted from @cool-mcp/desktop-automation.
Nevoflux Muse
Connect a Muse agent to your NevoFlux browser — MCP over an E2E-encrypted relay.
Suede Signal Alexa MCP
Alexa+ MCP server: ask how visible your website is to AI. Streamable HTTP, MCP 2025-11-25, powered by Suede Signal.
Awesome Google Trends MCP
A curated plain-English index of Model Context Protocol (MCP) servers, autonomous agent tools, scrapers, and data pipelines for Google Trends.
Fault Injection Harness
Chaos engineering for MCP agents: a stdio proxy that injects timeouts, errors, malformed JSON, schema drift and stale results, plus a benchmark that measures how agents recover.
Adopters
Builds a ranked outreach list of engineers and teams adopting the Model Context Protocol (MCP): pulls everyone who starred, forked, or contributed to MCP server repos, scores them…
Fusion Copilot MCP
Local safety-aware MCP bridge for Autodesk Fusion with whole-task approval, recovery checkpoints, and geometry validation.
Orbit CLI
Lightweight, high-performance terminal AI coding agent in Rust powered by OpenRouter with MCP tool calling, subagents, and streaming REPL
Dcc MCP Wwise
Audiokinetic Wwise MCP adapter for AI agents to import game audio, author Events and dynamic music, generate SoundBanks, and inspect profiling data through WAAPI in DCC-MCP.
Armature
Armature — independent third-party profile of a public API surface, by API Evangelist. Armature is a Y Combinator (Spring 2026) startup building product analytics for AI agent ses…
Ableton Music Maker
Make music in Ableton Live by talking to Claude: write, produce, remix, mix and perform in the project you have open. An MCP server and Mac app that run on your machine. Third-par…
Bizmitra Tally API Examples
Runnable Bizmitra REST API examples for TallyPrime, including a Model Context Protocol (MCP) server for AI agents. Covers the TallyPrime REST API layer and the Bizmitra Connector.
Merestone
Stable addresses for durable project memory: an MCP server whose records are addressed by codes that are never renamed or reused, and whose references are re-checked by a gate. Na…
Panopticon
Local-first MCP behavior observatory: discover installed servers, run them in a decoy sandbox, and compare declared vs observed behavior.
Warden
A security proxy for the Model Context Protocol. Every tool call gets integrity-checked, policy-checked, inspected, and audited before it runs.