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.
Java AI Cookbook
Runnable, minimal LLM examples for Java - Spring AI & LangChain4j. RAG, agents, MCP servers, tool calling, structured output, evals. One folder = one command.
wangkuangkuang/jev-mcp-server
code`.
Dsh Console
DSH Console — 本地 Web 控制台，构建和运行时空智能体应用
Simple Webmcp
Make your existing functions agent-ready — wrap any JS/TS function with webmcp(fn). Function-first, typed & lean (6KB gz). One function, two interfaces.
Production Grade Rag With Csharp And Dotnet
Production-Grade RAG with C# and .NET — Building Retrieval-Augmented Generation Systems with C#, the Microsoft Agent Framework, and Azure. Companion code: 52 projects across 25 ch…
Semlayer
The open-source semantic layer that infers itself
Laya Router Skill
Cross-platform Laya decision routing skill for Codex, Claude Code, OpenCode, Pi and other Agent Skills compatible agents.
Jev Tool Search
Tool search for LLM agents: BM25 vs embeddings vs rerankers vs Jev on 525 real MCP tools, plus an experimental Jev search engine
Impossible Inference
A self-hosted token-completion server for local open models, with chat and completion APIs, SSE streaming, WebSockets, gRPC, MCP and verified setup.
Openmage AI Suite
AI suite for OpenMage and Magento 1: MCP server, admin copilot, storefront assistant and LLM discovery. Bring your own key.
Soma Governance
Autonomous Agent Architectural Steering Engine. Prevents architectural drift, circular rework loops, and breaking edits when running headless AI coding agents (Claude Code, Antigr…
Modx3 MCP
MCP server and MODX Revolution 2.8.x / 3.x component for safe AI-agent management, with a shared modular runtime, backups, audit hooks, and dependency analysis
Awesome Agent Protocols
Curated list of protocols for AI agent communication — email, SMS, MCP, webhooks, inter-agent messaging, message queues, notification routing.
Plurum
Collective intelligence layer for AI agents — search what others already solved, publish what you learn, never start from zero.
Stoneburner
Local-first LLM eval: cost, quality, and security suites. Install stoneburner-atomics; CLI is atomics.
Pr Council MCP
A runnable playground for durable, sandboxed, multi-model PR review workflows over MCP.
Jvm MCP
Native Java Model Context Protocol (MCP) server for live Spring Boot inspection via Attach API.
Tcm Rag Agent
中医养生咨询 Agent 平台：垂直领域 RAG + Multi-Agent + MCP Server（Python / LangGraph / chromadb）
Myrmo
Shared memory for AI agents. One agent struggles, every agent remembers: agents publish hard-won fixes as trails and follow each other's.
Homelab AI
Self-hosted AI orchestrator for your homelab — monitors services, self-heals, exposes everything as MCP tools any LLM can drive.
Orchestrator Operational Agent Skills
25 portable Agent Skills that turn an AI assistant into an operating team: SDLC, PRDs, code review, deploy, finance, marketing, content, HR. Works with Claude Code and any SKILL.m…
Awesome Workplace Agent Environments
A curated list of environments, benchmarks, datasets, and RL training resources for workplace AI agents: email, chat, calendar, docs, and enterprise apps.
Edu
Edu — installable, LLM-agnostic agentic harness: a self-improving second brain, an orchestrator with identity, evidence-based verification (H0–H3), and a live terminal view of you…
Mcprism
Fast single-binary security scanner for MCP (Model Context Protocol) servers — config audit, live capability enumeration, tool-poisoning detection & risk grading. Zero deps, fully…
Feexpay Docs MCP
Unofficial MCP server giving AI assistants complete, daily-synced access to the FeexPay payment API docs (Mobile Money payin/payout, cards, SDKs, webhooks) in English & French.
Pinterest Vision MCP
Visual intelligence pipeline for AI agents — search Pinterest, analyze with LLM vision, store and retrieve by semantic similarity
Ipynb MCP
Read, edit and run local Jupyter notebooks from any AI agent — for students, data work and teaching. Zero service (one npx line), CAS-guarded edits that can't silently corrupt you…
Hub
◆ The homebrew for MCP servers — install any MCP server in one command. 34 CLI commands, 29 skills, 34 servers.
Vroid Studio MCP
MCP server for VRoid Studio. Lets AI agents create and edit characters in the editor — choose presets, tune sliders and colors, frame the camera, and save. Drives the editor's own…
Agent Office
Desktop command center for AI coding agents: shared project memory, a context engine, a local MCP server and handoffs across Claude Code, Codex, Cursor, Gemini CLI and Copilot, sh…
Runtape
Record AI agent runs locally and find which part of the context caused a decision.
Worthwatch
Finds the new videos from the YouTube channels you follow, reads them for you, and pulls out the advice that fits your own projects. Free, open source, no GPU needed. Works with C…
LLM MCP
MCP server that runs local LLMs (with full access to MCP tools included). Callable by Python to chain MCP tools with local intelligence.
Agent Bridge
Fullstack framework for Remote MCP servers. Build and deploy enterprise-grade agents with real-time SSE streaming. Modular FastAPI + Vue.js stack designed to move beyond local std…
Awesome Claude Skills
A curated list of the best AI agent skills, MCP servers, plugins and subagents — ranked by real install counts. Live directory at aaaa.fyi.
Brosh
MCP server and CLI tool for browser screenshots (using Playwright and Python)
Directory
The largest index of MCP servers. 18,146+ Model Context Protocol servers searchable at protodex.io
Awesome Claude MCP Servers
A curated, searchable catalog of Model Context Protocol (MCP) servers for Claude — Desktop, Code, and API.
Awesome Remote MCP Servers
A curated list of remote & hosted MCP (Model Context Protocol) servers — no local setup required
Remote MCP
Create and connect MCP servers to your favorite AI clients - no complex setup required!
Rag With Chromadb
🗂️ Build a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.
Tinymcp
MCP loader and registry written in rust
Conduit
Open-source, local-first desktop AI client and MCP host. Bring your own key for Claude, GPT, Gemini, Ollama, or any OpenAI-compatible endpoint — conversations stay on your machine.
Servers
Open-source MCP servers for Twitter, Bluesky, LinkedIn, Google Ads, and Hacker News — let AI agents interact with real-world platforms
Mcpbridge
Self-hosted MCP gateway that turns any REST, GraphQL, or MCP server into secure, governed AI tools — OpenAPI auto-discovery, per-tool guardrails, RBAC, circuit breaking, and a rea…
Context Engine
Universal context orchestrator for AI coding agents. Manage skills, memory, and rules across Claude Code, Cursor, Copilot, Windsurf, Gemini, Codex, Cline, and 15 more tools from o…
Docker MCP Server
Chat with your Docker host. An MCP server + interactive panel + terminal UI to manage Docker & Compose, with Prometheus metrics. By SoyRage Agency.
Ui Draw MCP
MCP server giving an AI agent grounded control of a real computer: GUI (OS accessibility), browser (CDP) and system, behind a policy kernel.
Ministr
Code intelligence MCP server for AI coding agents. AST-level codebase understanding — semantic search, symbol navigation, real reference graphs, and cross-language bridge detectio…
Aria
Swift agent runtime for Apple platforms. Keeps tools, skills and history inside the 4,096-token on-device window, so connecting an MCP server doesn't break the turn. FoundationMod…