MCP servers tagged llm
10K live MCP servers tagged "llm", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with llm.
Knowledge Server
Production-oriented MCP-style FastAPI backend with typed tools, API key auth, scopes, audit logs, PostgreSQL search, Redis, metrics and CI.
Asana MCP Server
MCP server that gives AI assistants full access to Asana — 80 tools, 18 prompt templates, browsable resources. One npx command to set up.
Playwright MCP Server
A production-ready Java-based Model Context Protocol (MCP) server that bridges LLMs with a live Chromium browser using Playwright Java.
Toolkit
Model Context Protocol (MCP) server toolkit featuring FastMCP, Claude Desktop integration, enterprise AI tools, and agent workflows.
Minecraft MCP Server
An MCP server that gives any AI agent hands, eyes, and legs inside a real Minecraft Java Edition world — connect, build, mine, fight, farm, trade, and chat, all through the Model…
Deepseek MCP Server
A small, clean MCP server for the DeepSeek API — V3 generation, chat, and R1 reasoning with visible chain-of-thought.
Mssql MCP Server
Microsoft SQL Server MCP server for queries, inspection, and troubleshooting
Win MCP Server
Windows MCP server for remote administration over WinRM/NTLM
Fhir MCP Server
A C#/.NET MCP server that exposes read-only clinical tools over synthetic FHIR patient data for Claude
Vision Server
MCP server that exposes image analysis tools to LLMs via the Model Context Protocol.
Weather MCP Server
A production-ready MCP server that provides weather tools, resources, and prompts for AI assistants using the Model Context Protocol (MCP).
inth3shadows/terse
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MCP
Realtime serving layer for ilmek graphs — WebSocket sessions, streaming generative UI, and durable human-in-the-loop over one wire protocol, in TypeScript and .NET.
MCP
MCP server for is.team — connect AI agents to your project boards. Manage tasks, get real-time notifications, and automate workflows.
MCP
MCP server and Claude Code plugin: Arma 3 SQF reference (every command, BIS_fnc function and concept page) and an SQF linter for AI agents
Macos MCP
An MCP server to securely control, monitor, and troubleshoot macOS environments from LM Studio
Agent Toolkit
Production MCP server toolkit: shared blackboard, SCAR failure memory, LLM response cache. Node.js 22+, node:sqlite, 13 tests.
Devtools
Chrome DevTools for the Model Context Protocol. Inspect, profile, replay, and diff every MCP call your agent makes.
Agentgate
Production-grade permissions, hooks, and tool safety for AI agents. Works with any LLM provider.
Pixdig MCP
MCP server for the PixDig directory: 100+ vetted AI tools and 40+ LLMs inside Claude Code, Codex, Cursor and Gemini CLI. Read-only.
Web Search MCP
编码 agent 查资料缺搜索 API key？免 key 搜多个引擎、优先可靠来源并抽取可读正文。 Search the web and read pages without an API key.
Claude Team
Multi-agent Claude Code team — planner, architect, engineers, QA & security working in parallel, with a live browser dashboard
Guard
Adversarial fuzzer for MCP servers — dynamically break Model Context Protocol endpoints. Shell injection, SSRF, overflow, type confusion, prompt injection probes. Zero-dep Python…
Agentmesh
MCP-native multi-agent orchestrator with hierarchical memory and critic-based validation
Caveman MCP
MCP server: two-pass Wenyan compression for URLs, files, diffs, logs
Trust Index
🛡️ Auto-updating trust scorecard for MCP servers — graded A–F on security + liveness, not popularity.
Smith
npm for MCP. install, compose, secure, and manage MCP servers. one binary.
Shield
Zero-overhead runtime security proxy, reversible secret vault, and audit firewall for MCP servers (Cursor, Claude, Windsurf)
AgentGate
MCP security firewall for AI agents - policy enforcement, secret redaction, rate limiting, and full audit logging for Model Context Protocol tool servers
Gauntlet
A CI linter for what your MCP server publishes: tool poisoning and prompt injection across every surface an agent sees, definition drift between runs, and schema rot.
Demo
Enterprise-grade MCP (Model Context Protocol) server demonstrating bare-metal and framework-based implementations with full HTTP/stdio transport support
Test Framework
A pytest plugin for testing MCP (Model Context Protocol) servers
Hh MCP Server
hh.ru MCP server: vacancy search and auto-apply via Playwright, TF-IDF scoring, 19 tools, 41 tests
Agent Starter Kit
Production-grade FastMCP server, RAG checklist, and prompt engineering guardrails for AI engineers.
Anything
Making ALL Software MCP-Native. 7 MCP servers, 929 passing tests, 228 tools + bridge to 50+ CLI-Anything harnesses from clianything.cc
Deepseek Vision MCP
通用视觉 MCP 服务器：为 DeepSeek 等无视觉模型补齐图片识别/OCR，支持智谱/OpenAI/通义千问/Kimi 等 OpenAI 兼容厂家
Awesome MCP Apps
Interactive apps that run inside chat hosts: the MCP Apps extension, MCP-UI, the OpenAI Apps SDK, SDKs, examples and directories.
Nora AI Knowledge Agent Harness Public
Nora Intelligence System — self-hosted knowledge assistant with MCP retrieval (BGE/Qdrant), PostgreSQL conversations, and manual versioned ingestion. Public source snapshot.
Devcontext
An MCP server that gives coding agents live production context (logs, deploys, health) for evidence-based incident diagnosis instead of blind guessing. Format-adaptive log parser…
Audit
Find security holes and token bloat in your MCP servers. Zero dependencies.
Memento
Autonomous Nervous System for AI agents: local memory graph (SQLite+RRF), Active Coercion, goal alignment via MCP, and CLI capture.
Sift
Scans AI agent instruction files (CLAUDE.md, .cursorrules, mcp.json) for hidden or planted instructions
Agent Plugins
Web scraping plugins for AI coding agents (Claude Code, Cursor, Codex, Gemini CLI, OpenCode, Copilot CLI, Factory Droid, Devin) and Dify: the Spicrawl MCP server, packaged. URLs t…
Ctrl
Universal remote for MCP servers & skills across OpenCode, Cursor, and Codex
Hub
Interactive micro-tools for humans and AI agents — a reference implementation of MCP Apps (SEP-1865) UI cards over Streamable HTTP MCP.
Cn Models MCP
让 Claude Code / Cursor 多一个便宜的第二意见：一句话调用 DeepSeek、Kimi、GLM、通义千问。支付宝充值即可，无需海外信用卡与 VPN。 | MCP server that gives your coding agent cheap Chinese LLMs as a second opinion.
Faceit MCP
Connect Claude to live CS2 FACEIT data to retrieve player stats, match history, ELO trends, and head-to-head comparisons via the Model Context Protocol.
Whoop MCP
A Model Context Protocol server for the Whoop API.
Awesome Mcps
Curated list of awesome Model Context Protocol (MCP) servers and tools
Helix
Open-source MCP server for Microsoft 365 — Mail, Calendar, SharePoint, and OneDrive via the Model Context Protocol