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.
Open Code Review Zh Tw
OpenCodeReview（alibaba，Apache-2.0）的非官方繁體中文教學站——把整個 repo（程式碼／CLI／規則引擎／MCP／外掛／CI 整合）做成中英對照講解：概念地圖、學習路線、安裝指南、16 個文件教學頁、10 個程式碼對照頁，並收錄用 graphify 掃描 OCR 自己（dogfooding）做出的互動知識圖譜。
Thonny AI
MCP server + Thonny plugin: let Claude Code or any AI agent program Raspberry Pi Pico & ESP32 in MicroPython. Visible in the shell, approvable, auto-reconnect.
Android Lite
MCP server to drive Android from the UI tree only (no screenshots, no vision) — ~100-250 tokens per screen. Built on google/artemis.
Rfc MCP
Evidence-first, read-only Model Context Protocol server for IETF RFCs: pinned snapshots, byte-exact citations, RFC 2119/8174 requirement extraction
Cheap Eyes
Cheap eyes for an expensive agent: an MCP server that delegates bulk reading to cheap OpenRouter models and mechanically checks every quote and line reference against the source.
Aicaudit
aicaudit — AI-powered code audit for Python: taint-path static analysis + evidence-grounded AI verdicts. Every result ships with a machine-checkable source-to-sink path.
Citescout
Source-cited research agent for developers: asks SerpApi (Google, News, Scholar, GitHub/PyPI pages), cross-checks sources, returns a cited brief with contradiction flags.
Ctxdb
A context database for LLMs: structured storage and hybrid retrieval (BM25 + vectors, RRF-fused, token-budgeted) over SQLite, exposed to Claude as an MCP server
Frc MCP
A Model Context Protocol (MCP) server that grounds LLM coding agents in up-to-date FIRST Robotics Competition (FRC) knowledge — WPILib docs and API references plus vendor ecosyste…
Sodabar
MCP server that puts Socrata open data on tap for LLM clients — catalog search, schema inspection, and guarded SoQL queries, with a live in-browser demo
Zhipu Vision MCP
智谱视觉 MCP Server — 为 DeepSeek 等纯文本模型提供免费视觉能力（GLM-4V）
Test Bench
Open-source evaluation framework for MCP servers powered by Claude. Auto-discovers tools, generates test scenarios, runs LLM-as-judge scoring to assess correctness and safety, aud…
AlphaAgent
Autonomous multi-agent investment platform: Django 5 + DRF, Celery/Redis, PostgreSQL, and a CrewAI bull-vs-bear debate behind a deterministic execution guard. React dashboard over…
Public API MCP
공공 API 를 LLM 이 활용하도록 하기 위해 MCP(Model Context Protocol) 서버 개발
Aitl Harness MCP
Model-agnostic AI agent harness with durable structured memory (MongoDB Atlas Vector Search), an MCP server and a CLI. Published as the npm package aitl-mcp. B.Sc. thesis project,…
Who2be
Self-hosted hub for AI agent configuration: versioned personas, playbooks and knowledge with a mandatory review step, served to agents over MCP. Agent configuration you review — n…
Axolotl Companion
A local-first AI companion with a private LLM on your GPU, MCP tool calling, and an animated 3D axolotl mascot. vLLM + FastAPI + Next.js 15, fully containerised.
AI Security Skill
A prompt-based security audit for AI systems. Copy it, paste it into any AI assistant with codebase access, and get a structured vulnerability report in minutes.
Obsidian MCP Guard
MCP server for agent-safe Obsidian vault access: enforces write-vault isolation, blocks directory traversal, and validates markdown with mdlint-obsidian before every write.
Ruleway Vietnam MCP
Setup tool for Vietnamese Legal MCP server and AI Skill
Forest1
Ask in plain English about 24 years of Global Forest Watch data — 165 countries & 2,779 regions. MCP server with 17 query tools + a live natural-language Streamlit demo. Python ·…
Semantic Grep
Make multiple codebases available as context for any coding agent without spending too many resources or sacrificing quality
Mssql Explorer MCP
Read-only Model Context Protocol server for exploring a multi-instance on-prem Microsoft SQL Server estate from an AI client
Hangar Operator
Kubernetes operator for MCP Hangar — declarative MCP governance via MCPServer, MCPServerGroup and MCPDiscoverySource CRDs, admission validation, default-deny egress.
Wanderly AI Travel Agent
Wanderly - AI Travel Agent: a ReAct trip planner with an MCP tool server, pluggable LLMs (Claude, DeepSeek, any OpenAI-compatible API) and free travel data.
Webgate
Deliver bounded web content to AI agents without raw HTML noise
IndustriCode
Chat UI for industrial AI agents — connect MCP servers alongside cloud or local LLMs in one place. React, TypeScript and Tailwind.
Grounded Code MCP
Ground your AI coding agent in the books, standards, and docs you actually trust. A local MCP RAG server that makes your preferences the default.
South Summit 26 Talk
Demo repo for the South Summit 2026 masterclass "Beyond the Buzzwords: AI Agents and the Modern AI Stack" by Daniel Sierra. A Madrid property-search agent built layer by layer (LL…
Data Warehouse Server
Read-only MCP server over a DuckDB financial warehouse: AST-validated SQL guard, per-table allow-list, audit logging
Career Scout MCP
Production-grade MCP server demonstrating LLM-based job posting scoring with provider abstraction, strict input validation, and minimal trust surface.
AWS Readonly MCP
A read-only MCP server for safely inspecting AWS (EC2, S3, IAM, cost) via Claude — reads guaranteed in code and IAM.
Edge MCP Caller
270M specialist baking MCP tool knowledge into weights: 99.5% accuracy, 32x fewer prompt tokens
Lynq
Middleware framework for MCP servers — primitives for auth, payments & HTTP transport
Project 1 Multiple MCP
AI agent framework that orchestrates multiple MCP (Model Context Protocol) servers — combining Playwright web browsing and filesystem operations into unified agentic workflows.
Ynab AI Assistant
AI assistant for YNAB (You Need A Budget): a Java Spring Boot server exposing 11 financial tools over MCP and a REST chat API, plus a Chrome MV3 extension that injects an AI chat…
AI Agent MCP Client
Tool-using AI agent that connects Claude to Model Context Protocol (MCP) servers, with allowlists, human confirmation, step limits and execution traces.
MercaListMcp
Servidor MCP (Model Context Protocol) en Node.js para gestión de listas de compra mediante agentes de IA. Cliente y servidor separados, configuracion de skills de agente y variabl…
Xivmcp Dalamud
XivMcp: an MCP server inside FFXIV. Exposes safe, approval-gated game tools (location, weather, aetherytes, map flags, chat) to AI clients over a local HTTP endpoint.
Space Weather Observatory
Follow the Sun: a local, source-grounded desktop dashboard for NOAA space weather, with plain-language reports from a local AI model (Ollama + MCP).
Opentype Js
OpenType JavaScript/TypeScript SDK, MCP server and OpenCode plugin: calibrated decisions, verdicts and model routing
Source Trace
SourceTrace: AI compliance provenance API. Traces regulations and standards to primary sources. Auditable JSON—no hallucinations. For AI agents and compliance teams.
Legate
An agent that lives on one machine. Ships its host's capabilities as its own in-process MCP server and consumes them as a client, so local files and remote MCP tools look the same…
Genai Workflow Runner
TOMLで多段のAI業務ワークフローを定義・実行する汎用ランナー（非公式・完全オリジナル・Apache-2.0）。ガバメントAI 源内 OSS の genai-web プロトコル準拠AIアプリとして接続可能
Mindbridge
Privacy-conscious AI reflection companion concept with visible memory provenance and reviewable next steps.
Discord Text2sql MCP
Experimental MCP-native Text2SQL Discord assistant with schema grounding, layered SQL safety, charts, and reproducible evaluation.
Bio Harness
I want to explore how NVIDIA-labs Object Oriented Agents written in python compare with a LangGraph approach for bioinformatic pipelines and the deterministic execution layer for…
Scholarship Finder MCP
MCP server exposing scholarship data as tools for any AI host, built on the official MCP Python SDK
QIVRENO
Local-first desktop app for running a team of AI agents. Free and MIT — no account, no licence, no telemetry. Bundled local model, optional Claude/Codex/Gemini/Grok per agent, and…
Lagrange
Byzantine Fault Tolerant consensus middleware that protects AI agent memory from poisoning attacks (MINJA, indirect prompt injection). Every write is validated by three independen…