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.
Witself
Identity, memory & collaboration platform for AI agents — facts, memories, secrets, and inter-agent messaging via a CLI, MCP, and a Go server.
LLM Hops
See every hop of a request through your local LLM system: a tracing server, a live flow map, a waterfall per request, and an MCP server for Claude Code and Cursor. One static Go b…
Lmstudio Rs MCP
MCP server bridging Claude (and other MCP clients) to a local LM Studio instance — inference, model management, and sandboxed subagent delegation, in one cross-platform Rust binar…
Fael
Git-native memory log for AI coding agents — decisions, bugs and notes live in the repo as append-only JSONL, shared by Claude Code, Codex, OpenCode and any MCP host. No server.
ZeroQuery
Point at a database, get an AI app. Auto-generates DAB SQL MCP servers with dynamic UI rendering and human-in-the-loop safety.
SharimAli/discp
abuse human pacing, and dynamic aesthetic symbol discovery.
Promptbeacon
Does AI recommend your product? Measure, track and CI-test your share of voice in ChatGPT, Claude, Gemini and more, for brands and open-source projects.
Ue5 AI Commander
Natural-language control for Unreal Engine 5.7 over MCP — 48 tools: scene editing, PCG, Blueprints, C++, engine Q&A, cinematics, PIE automation. Runs without UE.
Auto Codex
Get the best of both worlds. Token-efficient autonomous coding pipeline for Claude Code. Codex plans, Opus reviews, Sonnet swarm implements, optional metric optimization (inspired…
Sti Harness
STI HARNESS · 企业级时空智能体生产平台
Whalesignal MCP
Composite market-intelligence MCP server on the Unusual Whales API: one 0-100 conviction score, market briefing, and web heatmap. Keyless demo mode.
Bindjs Android
BindJS Jetpack Compose rendering engine (ai.metabind:bindjs-android). Apache 2.0.
Embodied AI Thesis
Master's thesis reproducibility workspace — comparing simulation-native (Isaac Sim MCP) and middleware-centric (ROS-MCP + LIMO) LLM orchestration architectures.
Rehab Robot MCP
Instructing rehabilitation robots with language models over the Model Context Protocol. A robot-agnostic core with a deterministic safety validator between the model and the hardw…
Warehouse MCP Server
Read-only MCP server over a SQL warehouse: SELECT-only guard, locked read-only connection, salted PII pseudonyms, EXPLAIN pre-flight, audit log, security and answer-quality evals.
Decide Agent
A decision-intelligence agent for the chronically indecisive: LLM-driven dialogue, real-world data sources, deterministic multi-dimension scoring, self-evolving memory. CLI · HTTP…
Deepseek Harness Visual Studio
DeepSeek Harness (dsh) for Visual Studio: review every file edit the agent proposes in Visual Studio's native diff window before it touches disk. Read-only IDE tools over MCP. Com…
Attestry
Verifiable trust infrastructure for AI agents: model-drift detection, tool-schema translation, consent receipts and a serverless skill registry, over one signed append-only ledger…
Adb AI MCP
MCP server for Android phone <-> PC control: adb commands, device env check, scrcpy mirroring, screenshots, UI dump
Conceptual Layer
A database's schema grounded in its data and described in sentences, ready for a text to SQL agent to read
Context Guardian
Compaction for local models that actually fires and never bricks the session. OpenAI-compatible proxy + DeepSeek Harness engine.
Mcd Desk Mate
麦娘桌面 McDesk —— 住在你桌面上的二次元麦当劳店员。由真实麦当劳 MCP 驱动：会呼吸、会眨眼、会转头看你，双击就跳舞，券快过期了她会先急。
Zauq
Agentic AI Discord assistant with MCP tool integration, multi-provider LLM routing, live web research, semantic memory, and optional sandboxed code execution. Built with FastAPI &…
AI Engineering Book
AI Engineering: From Software Engineer to Production AI Engineer — a complete textbook with runnable code, six projects and a capstone.
Re Agentation
RN dev probe + Metro middleware + MCP server. Tap a component in your simulator, annotate it, and Claude Code edits the right file. Inspired by Agentation.
Openwop
OpenWOP: the open-source protocol for multi-agent workflow orchestration. Run AI agents as workflows you can watch, pause for human approval and replay, on any host that implement…
Ragna Studio
Self-hosted AI workspace where agents are your co-workers. They share your docs, datasets, tasks, and inbox, work in teams, and run workflows on a schedule. No-code agent builder,…
QuizForge
Full-stack MCQ test builder with an AI coaching loop. LangGraph agent diagnoses weak subtopics, generates grounded lessons via RAG + MCP tool search, and gates difficulty tiers be…
Mcpfolio
Local-first AI portfolio analyst — runs via Ollama with real-time market data over MCP. Acts as a local-first hub for investors: risk assessment, sentiment, news, and trends witho…
Tanishi AI
Autonomous AI agent with Reflexion-based self-improvement, procedural skill discovery, and offline-first multi-model orchestration. +16.3% gain in 112 overnight experiments.
Gpt Image Gen
OpenAI Custom GPT와 로컬 MCP를 연결한 이미지 생성·관리 시스템 | Image generation and management system connecting OpenAI Custom GPT with local MCP
CaludeArchitect
Study platform for the Claude Certified Architect – Foundations exam. Interactive modules with Jupyter labs, quizzes, and hands-on challenges covering prompt engineering, context…
Fairfetch
The web protocol for the agentic economy
Wp Oss AI Agent
Open-source AI agent operating system for WordPress — capability-first, policy-aware, self-hosted. 121 tests, 31 components, R1 complete. Replace paid WordPress.com MCP with free…
Moanete
🎙️ AI meeting copilot — real-time transcription, LLM-powered insights, and Q&A as a browser app with PiP overlay
Adapto Cms CLI
Command-line interface for the Adapto CMS management API. Give LLM agents full knowledge of the CLI (for MCP/tool-use scenarios).
Extremis
Persistent, learning memory for AI agents — RL-scored retrieval, intelligent forgetting, MCP-native. Works with Claude Code, Cursor, OpenAI.
Bayesdecide
Bayesian multi-armed bandits for continuous prompt experimentation: Thompson sampling routes traffic to the best prompt variant and a stopping rule promotes a winner without a fix…
Web Agent Bench
A fair benchmark of the ways to give an LLM a web browser (Playwright MCP, Vercel agent-browser, browser-use, Stagehand) on token usage, speed, and reliability.
PentestAI
Autonomous web-pentest agent on consumer hardware — LangGraph + 23-tool MCP server + HippoRAG knowledge graph, driving a fine-tune-free Qwen2.5-Coder-14B on 12GB VRAM. Clears ever…
Dmaic Coach
RAG-backed Six Sigma Measure coach: simulates a stakeholder and grades the learner's analysis, grounded in cited methodology and statistics verified over MCP.
SEIS
AI-native Apple-first full-stack design and engineering ecosystem for agents, MCP, LLM workflows, governance, and open source platform development.
LLM Fusion
Multi-model fusion with adaptive, learned per-subject model strengths — GUI + CLI + OpenAI-compatible endpoint + /fuse skill for agentic coding tools.
Layover Project
A local-first framework for running a lights-out agent factory: supervise headless agent CLIs, route messages between them, and keep them bounded.
Ican Digital Human Agent
数字人 Agent 底座：Spring Boot 认证网关 + FastAPI/LangGraph 编排 + 混合检索 RAG + MCP 工具 + 实时语音，含离线评测与可观测性
Tombstone
Track where a data subject's data actually went across a RAG/LLM stack, erase it everywhere, and get a receipt that says what was verified and what was not.
Alisonbot
AlisonBot：微内核 + 一切皆插件（UI / 对话平台 / 人设 / 引导 / 自治都是插件）—— 基于 Koishi + ChatLuna 的自托管 AI 聊天机器人，支持热更新、插件自装自修与多平台适配（OneBot / SnowLuma / MCP / AstrBot / NoneBot2）
Bearing Vibration Agent
Industrial bearing fault diagnosis agent workbench (MCP + RAG + LangGraph + FastAPI prototype)
Contexte Python
Load AI datasets, prompts and few-shot contexts from Contexte Tech in one line of Python. No dependencies.
1024 M CODE
麦麦补给局：麦当劳中国 MCP 驱动的配餐策略网页应用。三餐任务 + 约束求解 + 官方验价通关，20 类工具直连，写入操作经三段式确认网关。