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MCP servers tagged llm-agent
244 live MCP servers tagged "llm-agent", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with llm-agent.
X
A single-file multi-client MCP gateway with per-tool access control.
Anchor
Source-grounded chunk validation as a primitive. Spring Boot service exposing two interfaces (LLM-to-LLM and human-facing) over the same hierarchical document model.
Air Quality Trends Analysis Project
Full-stack air quality analytics platform built with FastAPI, React, and MySQL. Aggregates multi-source PM2.5/PM10 data, performs multi-city comparison and time-series forecasting…
Android Agent MCP
Android device automation MCP server. Reads the live accessibility tree in-process, acts on nodes instead of coordinates, verifies every action, and types Unicode — over adb, or ~…
Agentic AI
🤖 Explore AI agent architectures with agentic-ai, featuring ReAct agents, reflection-based designs, and modular LLM integrations using LangChain and LangGraph.
Kiri
A self-sustaining AI companion core — continuous stream of consciousness, autonomous agent, layered memory.
Mcd Macro Buddy
麦当劳官方 MCP x WorkBuddy Skill｜控卡+省钱双引擎智能点餐
Daedalus
A personal, self-developing AI agent you run yourself: its own app window on macOS, Linux and Windows, a web app on your phone, Telegram if you want it. Real tools (shell, browser…
Hello Agent
From-scratch TDD LLM agent framework: tool-calling, RAG, MCP, multi-agent, evals, guardrails, FastAPI+Docker
Erp AI Agent
Open-source enterprise AI agent: LLM tool-calling engine, permissions, RAG and a Python analytics engine, with a working ERPNext connector. Architecture guide: noviz.in/how-to-bui…
Customer Support Agent
Grounded (RAG) customer-support assistant built with the OpenAI Agents SDK and FastAPI, using retrieval + tool-calling to reduce hallucination.
Guardbench
Check your MCP servers for tool poisoning and rug pulls, and benchmark MCP security tools under verifiable conditions.
Mcptap
MCPTap is a lightweight LLM proxy for AI agents that intercepts traffic (currently OpenRouter/Requesty) and controls MCP tool calls / protects files from AI agent.
Odysseus AI Workspace Setup
Odysseus Self-hosted AI workspace production setup, troubleshooting, optimization, and maintenance support
TreeLens
Server-side, diff-synced mirror of a host's live hierarchy — a host-agnostic pattern for building MCP servers over apps with large mutable trees (Photoshop, Figma, Unity, ...).
Ronin
Masterless, terminal-native coding agent (Claude Code-style: reads, edits, runs code) for Claude, Gemini, Cerebras, Groq, and Ollama. Provider-agnostic with evals, memory, securit…
RssHarnessForPython
Time-sensitive Q&A agent that plans its own RSSHub routes to reach source sites, retries or falls back on failure, and summarizes a shared store into timestamped briefs. LangGraph…
Easyai
Use AI to Create AI — Full-stack LLM Agent framework with DAG swarm orchestration, adversarial debates, and desktop client. Built on Kotlin / Spring Boot / React.
Spring AI Agent By Example
A Spring AI + MCP agent built phase by phase — a hands-on lesson in how agentic tool-calling loops really work: recovery, memory, async, and live streaming. Runs locally on Ollama…
Minimalist Agent
An AI Agent for everyday SWE with minimalist style
Text2sql Chatbi
中文问数（ChatBI）智能体：语义层 + SQL 智能体双路径，sqlglot 安全门，浏览器内 Python/DuckDB（WebAssembly）+ Cloudflare Workers AI
Rasputin Mantle
Self-hostable agent platform with live computer view, parallel research, voice, and a Tauri desktop app. CodeAct loop, Docker-sandboxed Chromium, server-enforced cost ceiling, MCP…
Qqmail MCP Tool
信使鸟 · 对话式邮件管家｜用中文说一句话就把邮件发出去。把邮件能力封装成 MCP 标准工具，由本地 Ollama 模型理解意图并调用，带可粘贴图片的图形界面；处理附件校验、幂等重发、SMTP 连接复用与限流。
Milana
A prototype of a dynamic hierarchical agent system focused on weak models and requiring minimal user intervention. The goal is to create something at the user's request, with the…
Promptdb
Ask your database in English — a read-only text-to-SQL agent (LangGraph). 69.3% on Spider. Any model via OpenRouter, connect your own DB, live demo on a real Postgres project.
SolidRockQuant
Agent 原生的量化研究与回测框架 | The agent-native quant research & backtest framework for A-shares & futures
UnrealHybridAgent
UnrealHybridAgent (UHA) — a hybrid AI-agent runtime for Unreal Engine 5 with structured tools, Computer Use fallback, post-action verification and human takeover.
Data Analysis Agent
LLM 数据分析工作台：上传数据集自动完成清洗、统计分析、可视化与报告；受控工具集 + 只读 SQL（SQLite / PostgreSQL）· MCP 数据面 · Plotly + ECharts 双引擎 · FastAPI + React 全流程界面，本地 / Docker / 云端可部署
Clinical Doc Agent
MCP server + LangGraph agent for analyzing FDA-style clinical trial protocols. Exposes 4 tools to Claude Code for entity extraction, adverse-event clustering, and summarization. F…
My OS
Linux distribution with a built-in, local-first AI assistant. A global hotkey opens an assistant that manages files, installs packages, tweaks system settings and controls your PC…
Omnitrade
OmniTrade: LLM-driven crypto futures arena — 11 competing strategies on Agno + AgentOS, atomic three-way state, real-time SSE dashboard.
Fleet Os
Fleet OS · 舰队模式 — 生产级多 Agent 协同引擎：WS 黑板 + 事件溯源 + 盲评对抗 + 跨舰队接力 + 上下文压缩 + 多厂商负载均衡 + 自进化。36 模块，零运行时依赖，MCP 40 工具，48 项 e2e 全绿。
Nightglass
Air-gapped SAR intelligence assistant. Detects vessels in Sentinel-1 radar imagery, correlates them with AIS in space and time, and drafts cited INTREPs behind a human-review gate…
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…
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。
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）
Lab Analysis
Multi-source clinical lab analysis pipeline: lab tests + PubMed evidence + MRI cross-validation, with DSPy dual-track LLM, quant gates and MCP server.
Tutorials
Kotlin tutorials for Model Context Protocol (MCP), featuring a generic client that connects to any STDIO MCP server to dynamically discover and interact with its tools.
Guardbench
Check your MCP servers for tool poisoning and rug pulls, and benchmark MCP security tools under verifiable conditions.
Customer Support Agent
Grounded (RAG) customer-support assistant built with the OpenAI Agents SDK and FastAPI, using retrieval + tool-calling to reduce hallucination.
Bb Applescript MCP Server
A Model Context Protocol (MCP) server that enables LLM clients to interact with macOS applications through AppleScript. Built using the @beyondbetter/bb-mcp-server library, this s…
Romancy
Durable Execution Framework for Go
Ion
Headless multi-provider LLM agent runtime. Single Go binary, 16+ providers, 59+ extension hooks, zero opinions.
Pickle
🥒 Pickle — MCP server + skills for managers. Audits team performance across ClickUp, Slack, and Microsoft Teams. Compares what your team said vs what tasks show. Works in any MCP…
V.A.Y.U Agent
Autonomous Android AI Agent — Controls your phone screen like a human using AI vision + MCP remote control
Codex Source Analysis
OpenAI Codex 源码深度研究 (Rust + TS + Python)：2 总纲 + 25 章 + 3 附录, ~51 万字 + 149 张 Mermaid 架构图
Finance Agent MCP
LLM agent with finance tools (tool use), exposed as both a CLI agent and an MCP server. Claude/OpenAI · FastMCP · fully unit-tested tools.
Agented
A text editor for LLMs, not humans.
Monkdb MCP
An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜
Agent Prod
Production AI agent quality gate and risk control framework for LLMOps, agent evaluation, regression detection, gray release, audit, and observability