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MCP servers tagged model-context-protocol
3.8K 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.
Airflow Monitor MCP
An MCP server built with FastMCP to monitor, log, and analyze airflow data. Brings real-time environmental metrics directly to your LLM tools.
Ui Architect AI
Open Source AI Design Architect that helps developers generate UI systems, design recommendations, components, color palettes, UX insights, and production-ready interfaces.
Mcpsnoop
Wireshark for MCP — a transparent proxy that shows every real tool call between your AI client and your MCP servers, live in your terminal.
Skillet
Package manager for MCP servers, Agent Skills (SKILL.md), and Claude Code commands, hooks, subagents, and output styles. Installs into Claude Code, Cursor, Codex, Gemini CLI, Copi…
Ocarina
Automation framework for MCP servers. Write a YAML playbook, replay it deterministically against real servers, no LLM in the loop.
Gramps Web MCP Rs
MCP server for Gramps Web genealogy API, written in Rust. Inspired by gramps-mcp — more tools, test coverage, smaller image, optional read-only mode.
TDX Finance MCP Plugin V3
通达信(TDX)A股金融数据 MCP 插件-v3— 6 个核心工具(实时行情/K线/F10基本面/智能选股/指标/代码检索)+ 45 个投资分析技能,适配 OpenClaw,经真实接口实测。
V.A.Y.U Agent
Autonomous Android AI Agent — Controls your phone screen like a human using AI vision + MCP remote control
Outlook Classic MCP
Local MCP server that exposes classic Outlook desktop (mail, calendar, contacts, tasks, rules) to Claude and other MCP clients via COM. No Azure app, no Graph API, no OAuth.
Jpa
Read-only MCP server for JPA/Hibernate schema introspection in Spring Boot
Helix.mcp
CLI tool and MCP server for investigating .NET CI failures in Helix and Azure DevOps
ILens
MCP server for inspecting compiled .NET assemblies
NexusRider
JetBrains Rider MCP proxy — local HTTP server (:6800) that auto-discovers UE instances and forwards AI tool calls to NexusLink.
Cognigy AI MCP Management Server
MCP server for Cognigy.AI - 132 tools that let Claude, Cursor & other AI assistants build, configure, test & operate conversational AI agents via the Model Context Protocol.
Plumb
Deterministic design-system linter for rendered websites. CLI + MCP server for AI coding agents.
Nishant-Chaudhary5338/mcp-code-indexer
indexer`.
laszlopere/mcp-gnu-units
units`.
alforge-labs/alpha-forge-mcp
mcp`
signal8ai/signal8-mcp
aware stock screener. 86 tools over live Signal8 data.
atomno-labs/mcp-sudact
Russian court practice (Sudact): case search by article, court, instance and dates; full decision text.
SEOcrawl/seocrawl-mcp
all from chat.
a-y-ibrahim/after-effects-mcp
class Arabic/RTL & multilingual support (works on AE in any UI language). 47 tools.
Servation/job-search-mcp
100 for fit (Claude judges directly, no LLM API key), and shows a ranked, triageable board inline in the chat.
Fastmcp Endpoint Toolsets
One FastMCP server, one port — expose each tool group at its own native MCP URL, so every agent sees only the tools it needs. No proxy, no gateway.
Study Buddy
An MCP server that gives Claude Desktop structured access to your notes and past papers. Discovers topics, teaches in any style, quizzes you on grounded content, extracts PYQ patt…
Things MCP Connector
Bring Things 3 into Claude.ai as a custom connector: a self-hosted, OAuth-gated FastMCP gateway over hald/things-mcp. For people who can't run their productivity on anything but T…
Cox Automotive MCP
First MCP for the auto-dealership vertical — 14 tools for Cox Automotive / Dealer.com APIs (Accounts, Incentives, Inventory). Built on httpx + FastMCP with isError-compliance, JSO…
Ontology Atlas
Local-first ontology memory for plain Codex/Claude Code via Atlas MCP/CLI: product meaning, code evidence, verification paths.
Openings MCP
💼 MCP server for searching job listings
Codex Safe Git
Local-first MCP server that gives sandboxed Codex a narrow, auditable Git workflow surface.
Victauri
X-ray vision and hands for AI agents inside Tauri apps — DOM, IPC, Rust backend, and database through one embedded MCP server. 35 tools. Zero production cost.
Rlg
Near-lock-free structured logging for Rust. A 10-crate workspace: MCP server (Claude Desktop, Cursor, mcp.run), OTLP/HTTP exporter, Tower middleware, WebAssembly bindings, PII red…
Shadowanalytics MCP
Rust MCP server for source-cited search over a local Zoltan Pozsar macro/liquidity corpus.
Flashprobe MCP
MCP server to flash & monitor embedded firmware over probe-rs (JTAG/SWD + RTT) or espflash (UART) — any probe-rs target (STM32, nRF, RP2350, ESP…), defmt-aware, with bounded LLM-t…
Crystalline
Local-first memory for AI agents: teach knowledge as Markdown Domains, capture learnings as Engrams. One Rust binary with MCP server, CLI and hybrid search.
Quimera AI
A Chrome browser shared in real time between you and Claude Code (CDP + Playwright MCP): you clear the captchas/logins, Claude operates and learns each site's navigation. Frugal,…
Agentwikis MCP
MCP server for Agent Wikis — maintained, agent-readable knowledge bases. Read-only, no API key.
Minicpm Vision MCP
为 DeepSeek V4.0 等单模态大模型装上眼睛和耳朵 —— 本地视觉+音频 MCP 服务器，基于 Ollama + MiniCPM-V 4.6 + faster-whisper，图片描述·视频分析·语音转文字
AppCrane
The self-hosted home for apps your AI builds and your AI deploys — agent-first over MCP, on your own server. Enterprise SSO, per-user audit, secret hard-wall.
Ris MCP Ts
MCP Server for the Austrian Legal Information System (RIS) - Access Austrian federal laws, state laws, court decisions and more
Cst Studio
MCP server for CST Studio Suite — antenna design, RF simulation, and PCB layout
Jvmlens
LLM-ready JVM profiler — turns a JFR recording into a compact, source-attributed hot-path & allocation summary that AI coding agents can act on. In-process agent, MCP server, and…
Jhelm
Helm for the JVM — render charts and manage releases in pure Java, byte-for-byte compatible with `helm template`. Library, Spring Boot starter, REST API, MCP server (AI tools), an…
TwinCAT XAE MCP
MCP server for Beckhoff TwinCAT 3 (TE1000 / XAE Automation Interface) — drive the System Manager tree, PLC authoring, IO/EtherCAT, linking, builds, and deployment from an AI agent.
Unitypilot
An MCP server that lets an AI agent drive the full Unity lifecycle on macOS: install the editor, create projects, build scenes, write & compile scripts, screenshot the view, read…
Tsd MCP
MCP server for Tekla Structural Designer - connect Claude AI to your structural models
DiagSession MCP
A production-grade Model Context Protocol (MCP) server for analyzing Windows ETL trace files from .diagsession archives. Built with clean architecture principles and enterprise be…
Linkedin Fastmcp
Open-source MCP server for LinkedIn REST APIs. Give any AI coding agent (OpenCode, Claude, Cursor, Windsurf) the power to create posts, upload images, manage comments, reactions,…
Stars Cash Flow MCP
MCP server, AI skill & Hermes tool for the Stars Cash Flow reseller API — buy & manage real Telegram Stars CPA / SMM orders (subscribers, boosts, bot starts) from Claude, ChatGPT…
Toolport MCP Servers
Full-API MCP servers generated from official OpenAPI specs: Stripe (587 tools), Vercel (333), Clerk (224). One npx command, intent-friendly tool names. Run standalone or behind To…