#agents

MCP server and AI agents

Unlock 650+ MCP servers tools in your favorite agentic framework.

MCP-ts server for calling agents served on Headless Agents

Give your agents a phone

MCPAgent for Grupa.AI Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in

MCP server for Brave Search API integration

Vibetest MCP - automated QA testing using Browser-Use agents

Kanban board designed for ai agents to keep track of multi-step tasks. Includes HIL Web UI and MCP server.

Adapters for integrating Model Context Protocol (MCP) tools with LangChain.js applications, supporting both stdio and SSE transports.

Share MCP 是一个专注于 Model Context Protocol (MCP) 的导航站点。它提供了丰富的 MCP 相关资源、工具和服务的分类展示，帮助开发者快速找到所需的 MCP 解决方案。

MCP Crew AI Server is a lightweight Python-based server designed to run, manage and create CrewAI workflows.

MCP Deep Research Server using Gemini creating a Research AI Agent

MCP-Server tool use project concept for Claude and compatible AI.

Curated lists of mcp servers to use with ai agents or claude desktop

A universal RPC layer for AI agents. Connect to any function, any language, across network boundaries. AgentRPC wraps your functions in a universal RPC interface, connecting them to a hosted server accessible through open standards including MCP.

MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), with Ollama client for local testing.

AgentCraft MCP Server

A curated list of essential MCP servers that I created for personal use. Feel free to use them.

This is a File system mcp server that could allow an LLM to read and list files from a specified safe directory on your local machine.

Share MCP 是一个专注于 Model Context Protocol (MCP) 的导航站点。它提供了丰富的 MCP 相关资源、工具和服务的分类展示，帮助开发者快速找到所需的 MCP 解决方案。

An innovative Model Context Protocol hub that seamlessly connects your client with intelligent agents, enabling powerful cross-platform communication across multiple MCP ecosystems

Memory Control Protocol (MCP) server for the Agentic Memory (A-MEM) system - a flexible, dynamic memory system for LLM agents

A comprehensive collection of Model Context Protocol (MCP) servers

This project showcases how to use the MCP protocol with OpenAI. It provides a simple example to interact with OpenAI's API seamlessly via an MCP server and client.

Memory Control Protocol (MCP) server for the Agentic Memory (A-MEM) system - a flexible, dynamic memory system for LLM agents

The Neuro-Symbolic Autonomy Framework integrates neural, symbolic, and autonomous learning methods into a single, continuously evolving AI agent-building system. This prototype demonstrates the SCMA component, which enables AI agents to self-design new AI agents using Generative Architecture Models.

openai agents chat demo. integration custom llm and mcp server and function tool

MAVAE IMAGE TOOLBOX is a Model Context Protocol (MCP) server for interacting with image media tools. 🚀 Image Generation | 🚀 Image Editing | 🚀 Collection Management | 🚀 Model & Lora Management

Starknet MCP server.

MCP server for NATS messaging system using NATS CLI - enabling AI agents to interact with NATS messaging

A list of open-source AI projects you can use to generate income easily.

Python framework for creating AI agents that use MCP servers as tools. Compatible with any MCP server and model provider.

A comprehensive guide to setting up and using MCP server with Cursor IDE, including GitHub integration and AI agent configuration.

Build powerful and secure Agents powered by Starknet.

Example of a MCP implementation using TypeScript and OAuth.

Vibe-Coder-MCP server extends AI assistants with specialized software development tools.

Transforms MCP tools into collaborative, reasoning agents using modern agent frameworks.

Awesome MCP Servers - A curated list of Model Context Protocol servers

Crawlbase Web MCP Server (Model Context Protocol) connects AI agents and large language models (LLMs) with real-time web data. Built on Crawlbase’s proven web scraping and crawling infrastructure, it handles JavaScript rendering, anti-bot protection, and web data extraction at scale — powering Claude, Cursor, and Windsurf. It delivers a reliable, production-ready pipeline of live, structured data for AI workflows and intelligent applications.

MCP Atlassian Server (by phuc-nt) is a Model Context Protocol (MCP) server that connects AI agents like Cline, Claude Desktop, or Cursor to Atlassian Jira and Confluence, enabling them to query data and perform actions through a standardized interface.

A collection of MCP resources.

Agent network builder for communicating with openapi apis. Based in autogen

The OpenAPI to Model Context Protocol (MCP) proxy server bridges the gap between AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools. This simplifies the integration process, significantly reducing development time and complexity associated with custom API wrappers.

A Model Context Protocol (MCP) server to provide git tools for LLM Agents, with fixes for the amend parameter caching issue

rummaging around mcp servers and ai agents

Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨

MindBridge is an AI orchestration MCP server that lets any app talk to any LLM — OpenAI, Anthropic, DeepSeek, Ollama, and more — through a single unified API. Route queries, compare models, get second opinions, and build smarter multi-LLM workflows.

🚀 OpenClient- The CLI-Based Universal AI Application Connector! An open-source Model Context Protocol (MCP) implementation that turbocharges LLMs by context provisioning standardization. Quickly connect a server of your choice with our client to boost your AI capabilities. Ideal for developers creating next-generation AI applications!

A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.

SQLite-Anet-MCP Server A blazing-fast, Rust-powered SQLite server for AI agents—speak JSON-RPC, store insights, and manage your database like a pro.

MCP Deep Research Server using Gemini creating a Research AI Agent