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.
Awesome Ag Ui
AG-UI protocol: 340+ agent integrations, SDKs, middleware, and apps, with a capability matrix per framework.
Karmx Agent
Terminal coding agent with prompt enhancement, a context engine, live browser preview, local fusion, and any OpenAI-compatible model.
Context Bank
Context infrastructure for LLMs — portable memory, model switching, skills & governance. Switch GPT ↔ Claude ↔ Gemini; your context stays. npm: @losi-ai/*
Plc AI Agent
Local AI agent (Ollama + MCP) for PLC diagnostics & SCL code generation via OPC UA and TIA Portal Openness — 100% local, no cloud, no API keys.
Libre Box
Self-hosted LibreChat + MCP stack that gives AI agents a real, persistent Linux computer — shell, TTY sessions, background jobs and files in a hardened Ubuntu sandbox.
Hisho Kun
Remote Approval Companion & Desktop Pet for AI Coding Agents (Claude Code, Cline, Cursor)
Agent Engineering Roadmap
从会调 LLM API 到能把 Agent 送上线：按依赖关系排的六阶段学习路线（中英双语）· An opinionated roadmap for becoming an AI agent engineer
Pi Workbench
Pi Desktop — a desktop workbench for coding agents: Pi, Claude Code and Codex in one app. 桌面版编程 Agent 工作台。
Datara
A high-performance, zero-trust MCP data gateway written in Go that securely connects AI agents to databases via AST query parsing.
Shadereye
Give your coding LLM eyes for shaders: an MCP server to compile, render, debug, browser-execute, test and translate GLSL/WGSL/HLSL.
AstorLM
Embeddable, SDK-first agentic coding library for TypeScript — Anthropic & OpenAI-compatible providers, MCP, built-in tools, sessions, hooks.
Saft Reader AI
Turn Portuguese SAF-T files into deterministic financial analytics and AI-powered business insights.
Metrecept Opensource
Metrecept — the black box for autonomous AI agents. MIT client SDKs, MCP server, n8n node, and receipt demos. Hosted gateway is proprietary.
Flow Assist
A domain-agnostic terminal assistant: a plugin host with an LLM agent loop, MCP servers over HTTP or stdio, and a chat that asks before it writes
Purse
Purse is the enforcement point your agent's payments pass through. Route every spend through it. Set limits, require human approval over a threshold, and get a tamper-evident log…
Docket App
Docket: a local-first macOS to-do app you type to like a text — natural-language capture (EN+ZH), honest dates, deadline-aware ranking, Canvas/Calendar/Gmail, MCP for Claude, loca…
Falkordb MCP
Model Context Protocol (MCP) server for FalkorDB — read-only graph access for AI assistants
Lumbrera
Lumbrera is a backendless markdown LLM Wiki and MCP server CLI
Tc Harness
TC_Harness —— 让小模型稳定调用工具的智能体框架 / Tool-calling agent harness for small language models — connect MCP tools, compress long context, auto-repair malformed JSON/tool history, and retr…
Vakt
Open-source AST aware code scanner to find your app’s vulnerabilities.
Android Jev
MCP server and skill that let an agent drive an Android phone naturally over adb
Ent1 MCP
Serveur MCP (Model Context Protocol) en Rust pour l'ENT ONE / Edifice : messagerie avec les enseignants, carnet de liaison, cahier de texte, actualités… depuis Claude ou ChatGPT.
Tricount MCP
MCP server to read and edit Tricount from any AI assistant (Claude, Cursor, VS Code, Gemini CLI…). Split bills by chatting. Unofficial.
AI Coding Context Optimizer
Token and context optimization for AI coding agents with smart compression, retrieval, recovery, routing, and MCP integrations.
Devin Memory
Anti-poisoning memory store for agents: provenance, versioning, quarantine gate
Pink Golem
Give your AI a body, hands and eyes in a Minecraft world, and the know-how to build like a pro. An MCP server with 39 tools + a building skill; works with Claude, Gemini, Codex an…
Consensus
A panel of frontier models debates your hardest question until it agrees, and tells you what it could not settle. Runs on your existing Claude/ChatGPT/Grok subscriptions. CLI · MC…
Excel Sovereign MCP
Local Excel MCP. The server chooses openpyxl or Excel COM, then screenshots the write. 本地 Excel MCP，服务端选择 openpyxl 或 Excel COM，写入后截图核对。
Next Skill Router
Cost-aware, local-first skill routing for AI agents. MCP server + CLI + Claude Code hook. Tested on 141 real skills.
Dendrite Admin MCP
Agent-installable MCP server for administering a Dendrite Matrix homeserver — manage users, rooms, registration tokens, server notices, and full-text search from any MCP-capable A…
AI Stack Doctor
Deep health checks for modern AI infrastructure — 44 company profiles across 5 regions, 14 compliance frameworks, governance auditing, MCP integration, and trend dashboard
Retroachievements MCP
Token-efficient MCP server for the RetroAchievements Web API — all 38 endpoints in 15 read-only tools, stdio + Streamable HTTP, attested multi-arch image
GameTrans
把 Ren'Py / RPG Maker MV 游戏整本翻成可玩的中文版：AI agent 干活，你监工——术语统一、格式校验，产出能直接装进游戏的中文补丁。
Cognitive Bridge
An MCP server that gives AI a compositional mind — persistent memory that catches contradictions, built on USD LIVRPS composition semantics and mechanically verified against them.
Monica
Keep tabs on the browsers your AI agents drive — watch every session live and take over any tab. One desktop app, every pane a CDP target.
Claude AWS Architect
Claude Code plugin for AWS Well-Architected SDLC — multi-agent system design grounded against AWS docs via MCP. 5 agents, 6 MCP servers, 15 skills, 34 validation gates.
Verifiable Memory
Verifiable memory for AI agents — 0% hallucination, cited answers or honest abstention, provable forgetting, deterministic. MCP server. CPU-only, no GPU.
CSA Obsidian
Python browser automation with Camoufox, session persistence and a 17-tool MCP server. CLI and Python API for authorized QA, accessibility and agent evaluation.
Gcf Kotlin
GCF Kotlin implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.
Stretto
Read ahead of your agent. An MCP proxy that learns, from an agent's recorded tool calls, which reads come next, and serves them in the same tool result, so the agent needs fewer L…
Qianyuan Protocol
QianYuan Protocol — trust & result-reuse layer for AI agents (MCP).
Ground Truth Evals
An LLM eval harness graded by computed ground truth, not an LLM judge. Worked example: poker, served to models as MCP tools — gpt-4o-mini goes from 26/75 to 75/75 with them.
Asset Gateway
自托管 MCP 资产网关：集中管理 MySQL、SSH、Kubernetes、Jenkins、Git 等资产与凭据，为 AI 客户端提供受控的 MCP 工具入口，含 Web 控制台、授权组与调用审计
Claude Multicloud Lab
Hands-on lab series for deploying and building with Claude across AWS Bedrock, Google Vertex AI, and Azure AI Foundry
Pi Grok Agent
Grok Build as a model in Pi. Grok keeps its tools, so Pi can put it to work.
Qwen Playwright MCP Agent
A local AI browser agent built with Qwen3, Ollama, TypeScript, and Playwright MCP
Knovaryn
Open, MCP-native training-data foundry: turn permitted documents into traceable, quality-gated SFT and preference datasets.
Blackboard
Local, agent-agnostic context store for multi-agent LLM systems. Cold resume measured flat at 2,679 tokens regardless of board size.
Nunki
Provider-neutral LLM streaming and MCP clients for Ruby
Mdconvertor
Convert documents to Markdown from the CLI, or over MCP without spending tokens on the document