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MCP servers tagged model-context-protocol
21K live MCP servers tagged "model-context-protocol", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with model-context-protocol.
CommandNest
Access desktop AI tools from your menu bar with a lightweight, cross-platform assistant.
Prts MCP
PRTS MCP Server implementation (Arknights)
Conciergent
Turn an OpenAPI spec into an instant messaging chatbot. Conciergent embeds openapi-mcp-gateway to serve the API as MCP tools, or connects any MCP server, with per-user in-chat OAu…
Arbiter
Local file converter for Windows with an MCP server — video, audio, image, document, ebook and archive in one app. Agents can inspect, batch convert and read documents; nothing is…
Perdoo MCP
MCP server for Perdoo OKR GraphQL API integration
Merkle
Local-first MCP vault for Claude Code — LLMs hold opaque handles, operators approve every reveal, every access leaves a BLAKE3 hash. Rust 2024 / DDD + Hexagonal.
O11 Lt MCP
MCP server exposing the OutSystems LifeTime REST API v2 as conversational tools — manage deployments, environments, users, teams, roles and applications (66 tools).
Triage Agent MCP
Blame the right commit, not just the right file — MCP server walks a stack trace through git blame and PR context to surface root cause and author.
Ctxpeek
Give your AI coding assistant fresh, version-pinned docs pulled straight from any GitHub, GitLab, or Bitbucket repo. Local-first MCP server.
Docverity
AI made documentation rot an epidemic. Docverity checks your docs' claims against the source and fails CI when they drift.
Agent Bench
Measure whether an MCP server or skill actually improves your coding agent. A/B arms, deterministic gates, your own models. Negative results published.
Crosspost MCP
MCP server for AI agents to cross-post to Telegram, Discord, Mastodon, Bluesky, and Reddit using free APIs only
Agentic MCP Travel Planner
A multi-agent AI travel and budget planner using MCP, LangChain, and Groq, where specialist agents collaborate across multiple MCP servers to generate a final personalized trip pl…
Xbrain
Self-hostable, MCP-native memory backend for teams of humans and AI agents. A FastAPI service enforces a tagging contract (team/project scope, visibility, confidence, truth level,…
Govforge
Local-first governance for AI coding agents — MCP server, CLI, audit trail, policies. Apache 2.0.
AILIENANT
Ailienant is a structured engineering agentic OS for VS Code. No vibe coding or unauditable black boxes. Built for engineers demanding total control. We provide a live codebase kn…
Agentralab Tech Web
Documentation site and developer portal for the Agentra ecosystem — five AI agent sisters, one platform.
Opencli
An open-source, model-agnostic AI coding agent CLI — works with Google Gemini, Anthropic Claude, and any OpenAI-compatible provider
Paparazzi
Chrome extension + MCP server that lets Claude see and debug your browser
Ethotrace
Ruby 向け動的型検査・シグネチャ解析システム。テスト実行中のメソッド呼び出しを観測し、引数・戻り値・副作用を記録する
Obsidian Anchor
Reliability-first MCP server for Obsidian — verifies AI claims against your notes and refuses what they can't support.
Session Coord MCP
🚀 Local-first MCP server for multi-session AI coding coordination, task claiming, and conflict-aware parallel development.一个面向并发编码场景的 local-first MCP Server，用来协调多个 Claude Code、Cod…
Checkslip MCP
Remote MCP server to verify Thai bank transfer slips (amount, receiver, date, duplicate detection) over Streamable HTTP. ตรวจสอบสลิปโอนเงินธนาคารไทย
A2amesh
AI-native TypeScript runtime and tools for A2A agent orchestration, MCP integration, registry, protocol, and CLI.
Opentext Alm MCP
Connect AI agents to HP ALM via the Model Context Protocol (MCP)
Ssh Chat MCP
Zero-config SSH/SFTP MCP server. All connection data is passed from chat - never from config files, env vars, or disk. Built by AI Platforms (aiplatforms.ru).
BlenderCPP Hub
BlendHubCPP™ — Neural CPP Hub with SSMCP™. The Model Context Server for Blender. LoRA plugins, real-time bone streaming.
Mmmmealplan
Claude Code skill: weekly meal plan + Migros shopping list from your YAML config and recipe library. Pulls live promotions and nutrition via the unofficial Migros MCP.
Banhmi
Evidence-only RAG + MCP server for Vietnamese banking & fintech regulation — exact Điều/Khoản citations, validity status, and official government source links for your own AI. No…
Boj Server Cartridges
Canonical registry of BoJ capability cartridges — each one a machine-checked ABI, a five-symbol C-ABI implementation and a loopback adapter, minted from a single template. Hosts (…
Awesome Claude Universe
Curated monorepo: 70+ Claude Code, MCP, skills & tooling snapshots + MANIFEST. For R&D and discovery
Afterlogin The Hunt
Afterlogin: The Hunt × Helper Patrol — a cinematic identity & data-governance training game powered by real gpt-4o tool-calling agents + Foundry IQ grounding. Microsoft Agents Lea…
Icloud Email
A Go-based MCP server for iCloud Mail via IMAP/SMTP — search, read, send, and manage emails through AI assistants.
Sec Evil Winrm MCP
MCP server for Evil-WinRM - WinRM shell for Windows penetration testing
Frap
Deterministic UI engine for tests and agents — stable locators and self-healing without ML in core; optional LLM enhancements and MCP tools when you need them.
Magnolia Author MCP
MCP server for authoring pages on Magnolia CMS — runtime template/component discovery, structured writes, render verification, and safe publishing. Apache-2.0.
Hermes MCP Tomtom
TomTom Maps MCP integration for Hermes-Agent — search, routing, traffic, maps, and EV via hosted MCP endpoint
Agent2Wp AI WordPress Agent
Security engine for WordPress AI Abilities — fail-closed risk classification, permission gating, audit logging, and MCP/REST execution controls.
Tool Catalog
Monthly machine-introspected catalog of MCP servers and their tools. Powers the automatelab/mcp-servers-tool-catalog HuggingFace dataset.
Gro
An LLM agent runtime that treats context like virtual memory: swim-lane paging, semantic retrieval, and an inline stream-marker DSL for runtime control. Multi-provider (Anthropic,…
Vs Plugins Vs Skills
MCP vs Plugins vs AI Skills: The Path to Native Agentic Development — understanding the three extensibility models that power modern AI agents
Haskclaw
Telegram ↔ Claude Code bridge bot in Haskell, with per-chat isolation and a cron scheduler (MCP).
Gencurator MCP
MCP server for real-time AI model rankings across text, image, video, audio, and music modalities. Aggregates Artificial Analysis, Hugging Face, OpenRouter, and BenchLM.
Makid MCP
An MCP server for querying and safely editing the MAKID music-catalog database
What The Hell Is MCP
Learn Model Context Protocol from zero to production — 24 lessons, runnable Python projects, security, OAuth, Tasks, MCP Apps, cheatsheet & diagrams. Updated for MCP 2026-07-28.
TGS 2020503207 AI Vibe Coding For Multi Agents System
WSQ AI Vibe Coding for Multi-Agents System (TGS-2020503207) — 11 hands-on labs building collaborative multi-agent AI systems with the OpenAI Agents SDK, Google Gemini ADK and MCP.
Apigee
Apigee — independent third-party profile of a public API surface, by API Evangelist. Apigee is Google Cloud's native API management platform for building, managing, and securing A…
Deconvolute Demo
Live PoC: MCP attacks that compromise AI agents mid-session and how to block them in a few lines of code.
Papersearch MCP
An MCP server for searching and retrieving academic papers from arXiv and Semantic Scholar
Orm Skyway Automation
Database-to-AI automation: reverse-engineer, package as REST microservice, connect to AI agents via MCP.