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MCP servers tagged agents
3.8K live MCP servers tagged "agents", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with agents.
Repo Onboarding Agent
Multi-agent system that reads any GitHub repo through the official GitHub MCP server and generates onboarding documentation
AgentsArk
Security for the skills, tools and MCP servers your AI agents can reach.
Astray CLI
ASTRAY CLI — premium native Rust agentic CLI for xAI Grok. Fully unlock Grok 4.5 (better than GrokBuild). OAuth, YOLO agent, 138+ skills, MCP.
MediFlow AI
An MCP-powered Agentic AI healthcare assistant for intelligent doctor appointment scheduling, calendar automation, patient notifications, and AI-generated doctor reports using Fas…
Shugo
守護 — put a hard boundary around your agent's tool calls. MCP-native guard with deny-by-default policy, human approval gates, and a tamper-evident audit log. Built for the agentic…
Rising Index
1,000 rising MCP-ecosystem contributors scored from public GitHub signals by a kimi-k3 scout swarm — methodology, run record, and leaderboard.
CrewLink
A powerful integration platform that seamlessly links Model Context Protocol (MCP) servers with CrewAI agents. Enables AI assistants with enhanced capabilities including DALL-E 3…
Agent Protocol Security
Aim to validate the security design (e.g. identity, authentication, authiorization) for agent protocols, including agent-to-other protocols (e.g. MCP), or agent-to-agent protocols…
Weather Test
mcp-server-weather-test
Minimal MCP Filesystem Program
This code demonstrates how to bridge the Model Context Protocol (MCP) with LangGraph to give an AI agent direct access to local system resources. It sets up a filesystem server vi…
Databricks MCP Langchain
An example on how to use Databricks Managed MCPs with Langchain/Chainlit
Ollamcp
Bridge de modelos Ollama a servidores MCP de tools. Workflows agentic locales sin cloud.
Truthstack MCP
Supplement safety MCP server for AI agents. FDA FAERS signals, CYP450 pathways, 584 compound aliases. Works with Claude Desktop, LangChain, CrewAI.
The Smiths
Agentic systems with LangChain, MCP, and A2A
Travel Agency Poc
Repo Description "A modular Model Context Protocol (MCP) server implementation for airport transfer data, featuring a dual-transport architecture (STDIO & HTTP) to support both lo…
Super MCP Eval
Evaluation harness for MCP servers and the agents that use them: schema compliance, tool-selection accuracy with Wilson 95% confidence intervals, DuckDB persistence, Streamlit das…
Servers Suite
Model Context Protocol (MCP) Servers, Trading Analysis Terminal, Multi-Agent Intelligence Engine, and Market Dashboards
AI Website Builder
Agentic Spec Driven Website Builder — Streamlit UI, LangGraph orchestration, LiteLLM multi-provider, MCP tools, MemPalace memory
Swarmkit Skills
Pre-wired MCP servers as SwarmKit skills — each one started and asked, nightly.
Agentic Resource Discovery Process
End-to-end process to make any site discoverable by AI agents: MCP server + ARD catalog + official MCP Registry publication. Validated in production (fr.bullionradar/bullionradar-…
Entra Identity Posture MCP
An Agentic Security & Governance MCP Server built with Python FastMCP and Microsoft Graph for auditing Entra ID posture, Conditional Access, and Zero-Trust compliance.
Trip Orchestrator
Multi-Agent Collaboration Pattern with a Supervisor Router built on LangGraph, LangChain, and Tavily MCP.
AutoGenFrameworkDemostration
AutoGen Framework demonstration with multi-agent workflows, OpenAI/Gemini integration, MCP servers, tool calling, memory, and real-world AI automation examples.
Taxfood MCP
MCP server exposing Korean public-institution tax-spending (업무추진비) dining data as agent tools — for Kakao PlayMCP / AGENTIC PLAYER 10. Data fetched at runtime from taxfood.kr; not…
Entrabot
Give a device-local AI agent its own Microsoft Entra identity. Reference implementation for Microsoft Agent 365 and Entra Agent ID.
Trialtalk Agentic Clinical Trial Insights
trialtalk – an agentic clinical trial insights system
Concierge Os
🗂️ Streamline your workflow with Concierge OS, a service that automates tasks and enhances productivity through seamless integration.
Oh My Kegg MCP
MCP server for KEGG database access with LangChain integration. 30+ tools for pathways, genes, compounds, reactions, enzymes, diseases, and drugs.
AKS Lab GitHubCopilot
ZavaShop multi-agent retail demo on AKS + ACA. Specs, MCP servers, agents, tests, Bicep/Helm and CI are all authored by 6 GitHub Copilot Custom Coding Agents using Microsoft Agent…
Multi Agent Reference
Production-grade, provider-agnostic multi-agent system (Planner/Researcher/Writer/Critic) with MCP tools, observability, guardrails, and eval gating.
EDMORE
An event-driven, multi-agent workflow framework built on FastMCP for structured and robust tool orchestration.
Mcp2tavily
一个MCP服务器，让你的Claude Cline以及Langchain实现网络搜索功能。An MCP server that allows your Claude Cline and Langchain to implement network search functions.
Shodansnipe Crew V2
Agentic attack surface intelligence platform using CrewAI and MCP. Performs Shodan / ASM discovery, Nmap validation, and CVE enrichment with other extensible abilities. [Actively…
Gen AI Roadmap
A structured, project-driven roadmap to transition from Python Software Engineer to GenAI / LLM Application Engineer — 10 phases, 29+ projects, MCP, agentic systems, evals, securi…
A2aj API Public
api and mcp to access a2aj caselaw and laws/regs
Travel Agents MCP
基于 LangGraph 的多智能体工作流系统，为携程瑞士航空提供航班查询、酒店预订、租车服务、游览推荐等一站式旅行助理能力。
Metacontext
Metacontext is an AI-native, multi-agent system that centralizes knowledge from code, docs, and expert insights. It breaks silos, preserves tacit knowledge, maintains living docs,…
Vertical AiAgent
A Powerful Multi-Agent Orchestration System built with Pydantic AI and Model Context Protocol (MCP) Broad-scoped AI systems often struggle with specialized tasks. Vertical AI Age…
ATS Checker Resume Using CrewAI MCP
Modular AI-powered resume and job analysis platform using CrewAI and MCP servers. Features include resume parsing, job description analysis, ATS optimization, real-time feedback,…
Omcp A2a
current A2A-omcp implementation
Multitool Orchestrator With Telegram
Agentic orchestrator for automating workflows across multiple MCP tools—including SerpAPI, Trafilatura, Google Drive/Sheets, and Telegram—featuring LLM-driven planning and seamles…
Langgraph Deepsearch MCP
Google Gemini公式実装をベースにしたLangGraphのAIエージェントを使用して包括的な調査を実行
Langgraph Demo
A Python demo integrating LangGraph with a custom Modular Compute Platform (MCP) toolset. Features a multi-service architecture using FastAPI, Streamlit, and containerized tool ex…
AI Revenue Cycle Agent
Agentic healthcare revenue cycle system for insurance checks, ICD-10 coding, claim review, and appeal support, built with Google ADK, Gemini, FastAPI, MCP, A2A, and Cloud Run.
Agentic Protocol Demos
MCP server to give any AI app access to a toolset
Skills Orchestrator MCP
MCP server for building reusable LLM skills. Create, store, search, and invoke code patterns with persistent state and artifact management. Augmentation of the CORE framework (Com…
IPL Text2SQL MCP
Natural-language IPL cricket analytics using MCP, LangChain SQL tools, and a ReAct agent (2008-2026)
OpenAI MCP Shopify
Shop agentically from real Shopify stores via MCPs on ChatGPT calling from Shopify APIs
Langchain MCP Duckduckgo
LangChain agent with remote MCP server for DuckDuckGo search, using Docker Model Runner as local LLM
Microsoft Agent Framework Youtube
A complete Microsoft Agent Framework learning series with hands-on examples — covering agent setup, instructions, tool calling, MCP integration, multi-agent orchestration, conditi…