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MCP servers tagged agents
1.0K 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.
Weclaw
Enterprise-ready MCP Gateway & Registry — unify AI development tools with secure OAuth, dynamic tool discovery, and seamless access for both autonomous agents and coding assistant…
Agentf
Ruby multi-agent AI workflow engine
Humanagentprotocol
A universal protocol for symbiotic collaboration between humans and autonomous AI agents. HAP enables AI agents to request human decisions in a structured, auditable, and latency…
Skill Swarm MCP
MCP server for AI agent skill discovery, installation, and orchestration. BM25F matching, 4-registry search, trust scoring, cross-agent skill sharing.
Agent AI Personal Financial Advisor
An example personal financial advisor application to demonstrate the use of Agentic AI protocols such as MCP, A2A and ACP
Pearls
A lightweight, Git-native distributed issue tracking system designed for agentic workflows.
Agentic Systems
Production-grade infrastructure for multi-agent orchestration, memory persistence, and distributed coordination.
Arrg
A multi-agent system for generating comprehensive research reports using specialized AI agents communicating via the A2A Protocol, using MCP for tool-calling.
ModelServerAndDevelopmentPlatform
This is a comprehensive large model service platform designed to facilitate rapid deployment and application of large model services in small and medium-sized enterprises. The pla…
A2a MCP With Security
a2a and mcp server with spring security , secure your agent with spring based security features
Quarkus Langchain Ollama MCP Example
Example MCP client and server with Quarkus, Langchain4j and Ollama.
Sample Agentic
this project is to show how we can use agents.md, skills, mcp server
Fhir4java Agents
A lightweight Java FHIR API server for configuration-driven HL7 FHIR based services with AI capabilities, support both native and MCP plugins for extensible healthcare APIs and wo…
A2a Multi Agent
MCP Server and A2A Server with Multi Agent Ecosystem
Spring AI MCP Security Server Demo
实现带鉴权的Spring AI MCP 服务，并通过Spring AI/Langchain4j/Cherry Studio进行调用
Langchain4j Micronaut MCP
Example of an MCP server implemented with Micronaut
Jbang MCP Examples
Learning how to interact with LLM from MCP Servers with JBang, Quarkus & Langchain4j
Jts MCP
MCP server exposing selected library functions from library JTS (Java Topology Suite) to solve Geospatial problems using Agentic AI
Unity MCP Vibe
A production-ready Model Context Protocol (MCP) server for Unity. Expanded with 100+ advanced handlers for URP, Physics, Asset Management, and Agentic Workflows. Battle-tested.
A2abridge
An MCP Server for accessing A2A Agents
Langraph Fastmcp
An intelligent AI assistant that uses Anthropic's Model Context Protocol (MCP) for standardized tool integration, powered by Groq (LLM inference), LangGraph (ReAct agent), FastMCP…
Fastmcp Reference
WIP: FastMCP implementation reference for Agentic Coding
Multiagent Fastmcp Langgraph
FastMCP_LangGraph_Data_Analysis
Agentic FastMCP
Agentic FastMCP implementation
FastMCP Langchain
FastMCP + Langchain for accessing and chatting with files in dir for my leet code solutions (Demo for creating NPC AI in video games)
FastMCP Agent Orchestration
Agentic Knowledge Management Workflow with Notion, Docs and Internt
Fastmcp Langgraph AI Assistant
An intelligent AI assistant built using FastMCP and LangGraph, featuring modular agent workflows, tool calling, and a FastAPI interface for enterprise-grade integrations.
FastMCPLangChainDemo
A simple demo integrating FastMCP and LangChain. Utilize optimization and visualization task as use case.
Fastmcp Health Rbac Secure
FastMCP server + Gemini 2.0 Flash LangChain client for RBAC-protected patient data tools backed by SQLite + JWT.
Convert Fastmcp Tools To Langchain
convert_fastmcp_tools_to_langchain
Pydantic AI Fastapi Fasta2a Fastmcp
learning fastapi fastmpc, fasta2a and pydantic ai
Documentation Retrieval Web Scraping Uv FastMCP
An AI-powered documentation assistant that fetches and summarizes content from Python library docs. Users can query libraries like LangChain, Llama-Index, OpenAI, and UV and get p…
Agente AI Com Python CrewAI E FastMCP
Agente de IA usando CrewAI e MCP, explorando como montar fluxos inteligentes com múltiplos agentes colaborando.
Intelligent AI Assistant Using FastMCP And LangGraph
Intelligent AI Assistant Using FastMCP and LangGraph is a protocol-based assistant that connects AI with tools using Model Context Protocol (MCP). It uses FastMCP servers for tool…
Crypto LLM Assistant Gpt3.5 Turbo Fastmcp Langchain Streamlit
AI-powered multi-server crypto intelligence assistant built using FastMCP, LangChain, and OpenAI GPT-3.5-Turbo, orchestrated via the Model Context Protocol (MCP). Real-time market…
Product Forge
Claude Code Marketplace Plugin to dev like a pro in a multi-agent fashion
Helpmaton
Workspace-based platform for managing AI agents.
MultiAgent Accelerator
The Multi-Agent Solution Accelerator is an AI-driven system that manages a group of AI agents to accomplish tasks based on user input. agents running on Azure and outside Azure, i…
Salesforce Apex MCP A2a Server
A simple Apex Rest MCP (Model Context Protocol) Server
Google Slides LLM Tools
MCP Server & Langchain Tools for Google Slides API
Multi Agent GPT OSS 20b
multi-agent-GPT-OSS-20b
Matrixlink
MatrixLink Suite gives you a production-ready base to run MCP Gateway + Orchestrators (MCP Servers) + A2A Agents on any modern platform (IBM Code Engine, Google Cloud Run, AWS App…
A2a Open Catalog
An open catalog of all agents supporting the a2a protocol
Claudette Agent
Claudette but using claude-agent-sdk
Langchain Foundations Databricks
Databricks notebooks created while completing the LangChain Foundations course, focusing on building agents, context management and creating MCP servers on databricks
Or Af
Operation Research Agentic Framework for OR related application development
Polyagent
Multi-agent LLM simulation with credit-based economy
Ajenitk Context
agentic context and planning for coding projects
Veritas Stream
Veritas-stream is an immutable event store and governance backbone for multi-agent systems . Built on Event Sourcing and CQRS, it provides persistent memory to make AI decisions a…
Ds Agents
agentic framework for data science