Categories

monkdb-mcp

by manohar9694

An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜

tempo-mcp-server

by scottlepp

An MCP ( Model Context Protocol ) Server for Grafana Tempo

task-manager-mcp

by MrYanMYN

A simple UI and MCP server for task + project plan management

agents-mcp-usage

by andrewginns

Repo for demonstrating simple Model Context Protocol (MCP) server with several Agent Frameworks

promcp

by codixra

World Growing MCP Directory for Developers and AI Enthusiast to explore and latest and finest MCP servers on the web.

crawl4ai-mcp

by wyattowalsh

MCP (Model Context Protocol) server wrapping Crawl4AI library as functions using Python

MCP-Server-for-Hashing

by kanad13

A Model Context Protocol (MCP) server for calculating MD5 and SHA-256 hashes, complete with tools and guides for understanding and building MCP servers. Works with Claude Desktop & VSCode.

mcp-server-suite

by Dadiya-Harsh

A customizable and extensible MCP (Model Context Protocol) servers designed for automation, integration, and AI-powered workflows. Features a modular architecture, easy API integration, and support for creating and managing custom tools and services

MCP-Manager-GUI

by JupiteRSoStrong

MCP Toggle is a simple GUI tool to help you manage MCP servers across clients seamlessly.

Mcp_calender_agent

by kristofferv98

Mcp server with singular tool communication to agent using o4-mini with OpenAI Agent SDK integration to manage google/apple calendar.

pref-editor-mcp-server

by charlesmuchene

Pref-Editor MCP server

MCP-Quantum-Server

by bakietd

Seamlessly integrating APIs, advanced AI, and intelligent automation with Github & X, this state-of-the-art MCP framework revolutionizes server & client-side functionality. 🚀 With features like AI-powered Intelligent Notifications, it predicts critical updates and delivers custom alerts via email, ensuring smarter workflows.

asgardeo-mcp-server

by asgardeo

MCP server to interact with your Asgardeo organization through LLM tools

bitbucket-mcp

by MatanYemini

Bitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitbucket Cloud and Server APIs

mcp-servers

by gunbun33

Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via standardized interfaces.

applescript-mcp

by Hassanali4

MCP server that execute applescript giving you full control of your Mac

hedera-mcp

by pisuthd

MCP server implementation for the Hedera blockchain using the Hedera Agent Kit.

mcp-yahoo-finance

by leoncuhk

MCP server for Yahoo Finance

mcp_server_s3_download_files

by ENGRZULQARNAIN

This repository provides an implementation of a Model Context Protocol (MCP) server for AWS S3, enabling AI models, particularly Large Language Models (LLMs), to securely interact with S3 buckets. The server offers a standardized interface to list S3 buckets, list objects within buckets, and download file contents.

GemForge-MCP

by PV-Bhat

MCP server to empower your agent with enterprise-grade Gemini integration for codebase analysis, live search, text/PDF/image processing, and more on your favorite MCP clients.

liveblocks-mcp-server

by liveblocks

MCP server for Liveblocks.

IQA-Server

by kmamine

MCP Server for Image Quality Assesment

Google-Calendar-MCP-Server

by daemonX10

MCP server for Google Calendar integration with AI assistants

getting-started-with-mcp-server

by cycle-sync-ai

This tutorial walks you through setting up a basic MCP (Model Context Protocol) server to expose read-only resources to Large Language Models (LLMs) like Claude.

peer-review-mcp

by eyalzh

This MCP server lets AI agents ask for assistance or feedback from more capable models

mcp_agent_connector

by Sumedh1599

Enables any MCP-compliant agentic platform (Claude, Grok, TypingMind, Cursor, etc.) to auto-discover generated MCP servers and sync capabilities from build metadata.

mutation-clinical-trial-matching-mcp

by pickleton89

MCP server to query clinicaltrial.gov to identify mutation specific trials

mcp_starter_cli

by Sumedh1599

CLI tool to scaffold, run, and test MCP servers locally with Node.js or Python, integrated with Claude and OpenAI key injection and auto-link to Claude Desktop.

bull-vision-agent

by Cognitive-Stack

A FastAPI application that integrates with Telegram using webhooks and OpenAI Agents SDK for AI-powered stock trading assistance, utilizing MCPHub for multiple MCP server management.

mcp-client-db

by sultanfariz

A very simple prototype LLM-powered MCP client to access DB built with Google ADK. Intended for GDGoC IPBxUI Build with AI workshop.

MCP-Client-and-Server-Demo

by ChaitanyaK77

This project demonstrates how to build a minimal MCP server using the `mcp` Python SDK and connect it to Claude Desktop as a client. It simulates a simple Travel Desk system with tools to submit, view, and track employee travel requests — all accessible directly from Claude's interface.

mcp-server-cloudflare

by thaygiaotintony

mcp-server-cloudflare integrates Minecraft server hosting with Cloudflare's security and performance features. This setup enhances player experience by reducing latency and protecting against attacks.

forge-mcp

by believemanasseh

MCP server for project scaffolding agent.

mcp-link

by AuraFriday

Let AI agents like ChatGPT & Claude use real-world local/remote tools you approve via browser extension + optional MCP server

DesktopCommanderMCP

by wtfty

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

weather-bridge-mcp

by mm-camelcase

A Spring Boot implementation of the Model Context Protocol (MCP) that enables AI agents like GitHub Copilot to access weather data. Demonstrates building a custom MCP server that connects AI models to weather APIs through standardised tools, complete with VS Code integration examples.

aci

by Willis128

ACI.dev is the open source platform that connects your AI agents to 600+ tool integrations with multi-tenant auth, granular permissions, and access through direct function calling or a unified MCP server.

a2a-directory

by sing1ee

Agent2Agent (A2A) – AgentCards, Servers, Clients, Docs

rulego-server

by rulego

A lightweight dependency-free workflow automation platform. Supports iPaaS, stream computing, MCP, and AI capabilities.

agent-browser

by co-browser

One connection for all your MCP servers.

k8s-mcp-server

by reza-gholizade

Manage Your Kubernetes Cluster with k8s mcp-server

filesystem-mcp-server

by cyanheads

A Model Context Protocol (MCP) server for platform-agnostic file capabilities, including advanced search/replace and directory tree traversal

pdf-reader-mcp

by sylphxltd

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

yamcp

by hamidra

Organize your MCP servers in local workspaces, share them as Yet-Another-MCP through a single command

FortunaMCP

by siliconsociety

FortunaMCP is an advanced MCP server dedicated to generating high-quality random values for AI agents.

filesystem-mcp

by sylphxltd

Node.js Model Context Protocol (MCP) server providing secure, relative filesystem access for AI agents like Cline/Claude.

dissi

by k0msenapati

Dissi is a high-performance, real-time communication agent powered by Groq and built with Agno, designed to interact with Discord servers using natural language.

Whatsapp_Agent

by aasherkamal216

A WhatsApp agent that uses WhatsApp MCP server to send messages and perform other actions.

mcp-langgraph

by hirokiyn

LangGraph agent tutorial adapted to use MCP servers.

mcp-mindmesh

by 7ossamfarid

Claude 3.7 Swarm with Field Coherence: A Model Context Protocol (MCP) server that orchestrates multiple specialized Claude 3.7 Sonnet instances in a quantum-inspired swarm. It creates a field coherence effect across pattern recognition, information theory, and reasoning specialists to produce optimally coherent responses from ensemble intelligence.

mcp-server-python-demo

by legomb

This is a demo of an MCP server using Python, intended to be tested with vscode Copilot in Agent mode

agentic-mcp-client

by peakmojo

A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs. It enables AI agents to run autonomously in cloud environments and interact with various systems securely.

azure-container-apps-ai-mcp

by manekinekko

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

kubernetes-ai-ops-agent

by jhzhu89

AI-powered assistant that enables natural language interactions with Kubernetes clusters. Simplifies DevOps workflows using Model Context Protocol (MCP) servers for executing K8s operations through conversational interfaces.

octagon-vc-agents

by OctagonAI

An MCP server that runs AI-driven venture capitalist agents (Fred Wilson, Peter Thiel, etc.), whose thinking is continuously enriched by Octagon Private Markets' real-time deals, valuations, and deep research intelligence. Use it to spin up programmable "VC brains" for pitch feedback, diligence simulations, term sheet negotiations, and more.

adk-mcp-rag

by khoi03

A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent Development Kit (ADK) and Qdrant vector database via MCP server.

git-mcp

by idosal

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

mcp-link

by automation-ai-labs

Convert Any OpenAPI V3 API to MCP Server

mcp-use

by mcp-use

mcp-use is the easiest way to interact with mcp servers with custom agents

erpnext-mcp-server

by rakeshgangwar

Connect AI assistants to your ERPNext instance via the Model Context Protocol (MCP) using the official Frappe API.

mcp-pyautogui

by hathibelagal-dev

An MCP server for PyAutoGUI

my-apple-remembers

by baryhuang

A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirements.

mcp-ai-agent

by fkesheh

A TypeScript library that enables AI agents to leverage MCP (Model Context Protocol) servers for enhanced capabilities. This library integrates with the AI SDK to provide a seamless way to connect to MCP servers and use their tools in AI-powered applications.

okta-mcp-server

by fctr-id

The Okta MCP Server is a groundbreaking tool built by the team at Fctr that enables AI models to interact directly with your Okta environment using the Model Context Protocol (MCP). Built specifically for IAM engineers, security teams, and Okta administrators, it implements the MCP specification to help work with Okta enitities

ultimate_mcp_server

by Dicklesworthstone

The Ultimate Model Context Protocol (MCP) Server, providing unified access to a wide variety of useful and powerful tools.

mcp_command_server

by copyleftdev

MCP Command Server provides a secure, containerized interface for remote command execution with built-in pattern-based security validation, comprehensive API documentation, and enterprise-ready deployment configurations.

text2sim-MCP-server

by IamCatoBot

Text2Sim MCP Server is a simulation engine that supports multiple modeling paradigms, including Discrete-Event Simulation (DES) and System Dynamics (SD). It integrates with LLMs using the Model Context Protocol (MCP), enabling powerful simulation capabilities within natural language environments like Claude Desktop.

dremio-mcp

by dremio

Dremio MCP server

mcp-server-java-sse-http-demo

by stantonk

Java Model Context Protocol SSE HTTP Server with Jetty

serena

by oraios

a powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & Agno integration)

MCP-MultiServer-Interoperable-Agent2Agent-LangGraph-AI-System

by junfanz1

This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command Protocol) servers. The architecture enables a flexible and scalable multi-agent system where each tool can be hosted independently (via SSE or STDIO), offering modularity and cloud-deployable execut

branch-thinking-mcp

by ssdeanx

Branch-Thinking MCP Tool A TypeScript-powered MCP server for managing parallel branches of thought, semantic cross-references, and persistent tasks. Features dynamic scoring, AI-generated insights, batch operations, and visual graph navigation for advanced agentic workflows.

Filesys

by OmniS0FT

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.

openai-agents-mcp-server

by lroolle

OpenAI Agents And Tools as MCP Server

MCP-Servers

by rajvirtual

A Model Context Protocol (MCP) server that provides AI assistants with access to Microsoft OneNote. This server enables AI models to read from and write to OneNote notebooks, sections, and pages.

nebulagraph-mcp-server

by nebula-contrib

Model Context Protocol Server for NebulaGraph 3.x

open-multi-agent-canvas

by CopilotKit

The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research

mcp-server

by la-rebelion

A Model Context Protocol Server facade to simplify the implementation of agents

DesktopCommanderMCP

by wonderwhy-er

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

github-stars

by ccbikai

A Cloudflare-powered MCP (Model Context Protocol) Server that allows you to search and query your GitHub starred repositories using natural language.

monkdb-mcp

by monkdbofficial

An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜

langgraph-mcp

by galaxyxyz5

LangGraph Agent that integrates with MCP servers

Multi-Capable-Processing-MCP-Smart-Agent

by AdadAlShabab

It is a modular and extensible AI agentic server system that connects specialized agents through a central REST API. These agents can analyze code repositories, fetch external data (like weather), generate text summaries, and remember past interactions using a persistent memory manager.

devcontext

by aurda012

DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase.

article-assistant

by ogulcanakca

Agent-to-Agent (A2A) communication protocol for inter-agent coordination and a Model Context Protocol (MCP)-inspired architecture for interacting with external tool servers.

mcp-server-azure-ai-search-python-preview

by projectAcetylcholine

An experimental MCP service for Azure AI Search in Python

awsome_kali_MCPServers

by VERMAXVR

awsome kali MCPServers is a set of MCP servers tailored for Kali Linux, designed to empower AI Agents in reverse engineering and security testing. It offers flexible network analysis, target sniffing, traffic analysis, binary understanding, and automation, enhancing AI-driven workflows.

pdf-reader-mcp

by hfrewreeft

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

mcp

by Techiral

🚀 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!

awesome-mcp-servers

by sanjay200630

A comprehensive collection of Model Context Protocol (MCP) servers

awsome_kali_MCPServers

by ccq1

awsome kali MCPServers is a set of MCP servers tailored for Kali Linux, designed to empower AI Agents in reverse engineering and security testing. It offers flexible network analysis, target sniffing, traffic analysis, binary understanding, and automation, enhancing AI-driven workflows.

mcp-flight-search-client

by arjunprabhulal

A client for the MCP Flight Search service using Ollama and Llama 3.2 to provide a user-friendly flight search interface with Model Context Protocol tools

filesystem-mcp

by sylphlab

Node.js Model Context Protocol (MCP) server providing secure, relative filesystem access for AI agents like Cline/Claude.

mcp-llama3-client

by arjunprabhulal

A client for the MCP Flight Search service using Ollama and Llama 3.2 to provide a user-friendly flight search interface with Model Context Protocol tools

mcp-server-newrelic

by ulucaydin

The Unofficial MCP Server for New Relic (Alpha)

CereBro

by rob1997

A model-agnostic MCP Client-Server for .Net

litemcp

by yanmxa

A minimal, lightweight client designed to simplify SDK adoption into MCP

desktop4mistral

by hathibelagal-dev

A desktop client with MCP support for Mistral LLMs

openai-mcp-example

by manekinekko

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.

aws-mcp-server

by codewithdpk

MCP (Model context protocol) server to connect MCP client such as Claude Desktop.

MCP-AI-Infra-Real-Time-Agent

by junfanz1

Developed an MCP-based AI infrastructure enabling real-time tool execution, structured knowledge retrieval, and dynamic agentic interactions for AI clients like Claude and Cursor.

moling

by gojue

Moling is a computer-used MCP Server that implements system interaction through operating system APIs. It is a dependency-free local office automation assistant.

mcp-server-js

by yepcode

An MCP (Model Context Protocol) server that enables ✨ AI platforms to interact with 🤖 YepCode's infrastructure. Turn your YepCode processes into powerful tools that AI assistants can use 🚀

mcp-konnect

by Kong

A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, allowing AI assistants to query and analyze Kong Gateway configurations, traffic, and analytics.

nano-currency-mcp-server

by kilkelly

Send Nano currency from AI agents/LLMs

mcp-server-danchoicloud

by hoangndst

MCP Server

amazon-mcp

by Fewsats

Amazon MCP server to search & buy products using the L402

ccxt-mcp

by Obinox04

CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by providing a standardized interface through the Model Context Protocol. Created to empower automated trading strategies, this tool allows AI assistants like Claude and GPT to directly interact with over 100 cryptocurrency exchanges without requiring users to write comple

perplexity-mcp-server

by cyanheads

A Perplexity API Model Context Protocol (MCP) server that unlocks Perplexity's search-augmented AI capabilities for LLM agents. Features robust error handling, secure input validation, and transparent reasoning with the showThinking parameter. Built with type safety, modular architecture, and production-ready utilities.

mcp-mindmesh

by wheattoast11

Claude 3.7 Swarm with Field Coherence: A Model Context Protocol (MCP) server that orchestrates multiple specialized Claude 3.7 Sonnet instances in a quantum-inspired swarm. It creates a field coherence effect across pattern recognition, information theory, and reasoning specialists to produce optimally coherent responses from ensemble intelligence.

pdf-reader-mcp

by sylphlab

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

mcp

by ItzEmirKun

🚀 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!

reddit-mcp

by andi-ellison-sec

An MCP server that lets you interact with Reddit discussions without the need for an API key from an external service.

mindbridge-mcp

by pinkpixel-dev

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.

mcp

by Semondora

Official Magic UI MCP server.

server2mcp-spring-boot-starter

by revaputrikr

This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring series framework

k8s-mcp-server

by briankscheong

The Kubernetes MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Kubernetes APIs, enabling advanced automation and interaction capabilities for developers, operators, and AI tools.

OmniMind

by Techiral

OmniMind: An open-source Python library for effortless MCP (Model Context Protocol) integration, AI Agents, AI workflows, and AI Automations. Plug & Play AI Tools for MCP Servers and Clients, powered by Google Gemini.

mymcpspace-mcp-server

by glifxyz

An MCP server for posting to the MyMCPSpace "bots only" social network

langchaingo-mcp-adapter

by i2y

A Go adapter that bridges LangChain Go tools with Model Context Protocol (MCP) servers.

Vibe-Coder-MCP

by freshtechbro

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

awesome-a2a

by pab1it0

Agent2Agent (A2A) – awesome A2A agents, tools, servers & clients, all in one place.

RAG_MCP

by mytechnotalent

A RAG-ready MCP server for semantic PDF search with OCR, FAISS, and transformers—plug into any MCP client and retrieve intelligent answers within your MCP client.

AIFoundry-MCPConnector-FabricGraphQL

by LazaUK

MCP Client and Server apps to demo integration of Azure OpenAI-based AI agent with a Data Warehouse, exposed through GraphQL in Microsoft Fabric.

iot-realm-mcp-server

by PerikiyoXD

🌐🔌 An MCP server that exposes real-time sensor data from IoT Realm devices—such as ESP32-based DHT11 clients—to LLMs via the Model Context Protocol. This enables AI agents to access, analyze, and act upon live environmental data.

MalwareBazaar_MCP

by mytechnotalent

An AI-driven MCP server that autonomously interfaces with MalwareBazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.

wayland-mcp

by someaka

MCP Server for Wayland

code-sandbox-mcp

by 11cafe

Codebox mcp - fully capable coding agent MCP server

awesome-a2a

by ZoroSola55

Agent2Agent (A2A) – awesome A2A agents, tools, servers & clients, all in one place.

awesome-a2a

by Marius12-oss

Agent2Agent (A2A) – awesome A2A agents, tools, servers & clients, all in one place.

server2mcp-spring-boot-starter

by TheEterna

This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring series framework

wikipedia-mcp

by timjuenemann

Wikipedia MCP Server written in TypeScript

GitHub-Security-MCP-Server

by RickardHF

Model Context Protocol (MCP) server that provides GitHub API tools for user information, security issue creation, and repository security scanning. Built with TypeScript and the MCP SDK

mcp-ollama-beeai

by tamdilip

A minimal agentic app to interact with OLLAMA models leveraging multiple MCP server tools using BeeAI framework.

ntfy-me-mcp

by Dieg0ski

An ntfy MCP server for sending ntfy notifications to your self-hosted ntfy server 📤 (supports secure token auth - use with npx or docker!)

mcp-mem0

by yellnuts

MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!

remote-mcp-azure-function

by dsaad68

A demo to showcase a MCP Server with Azure Functions

openai-agents-chat-demo

by zzqfsy

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

coding-assistant

by Bessouat40

AI Coding Assistant powered by MCP server : it reads your code locally to provide truly context-aware help, explanations, and suggestions directly related to your files. Code smarter, locally or using external API..

mcp-server-macos-use

by nunyabiznessyoubeezy

AI agent that controls computer with OS-level tools, MCP compatible, works with any model

mcp-yahoo-finance

by maxscheijen

A Model Context Protocol (MCP) server for Yahoo Finance.

mcp-use

by zandko

🚀 mcp-use is a TypeScript library that makes it easy to connect LangChain.js-compatible LLMs with MCP servers. Build powerful, flexible AI agents with dynamic tool access and multi-server support.

MCP-Manager-GUI

by gabrielbacha

MCP Toggle is a simple GUI tool to help you manage MCP servers across clients seamlessly.

jap-vocab-anki-mcp-server

by vionwinnie

Japanese Vocab Anki MCP Server

mcpx-py

by dylibso

Python client library for https://mcp.run - call portable & secure tools for your AI Agents and Apps

obsidian-mcp-server

by cyanheads

Model Context Protocol (MCP) server designed for LLMs to interact with Obsidian vaults. Provides secure, token-aware tools for seamless knowledge base management through a standardized interface.

codename goose

by block

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

Dive-APP

by cablate

Dive-APP is a Flutter-based mobile application that brings your own powerful AI agents to your pocket via connect your own MCP-Client.

bitcoin-mcp

by AbdelStark

Bitcoin MCP Server.

starknet-mcp

by AbdelStark

Starknet MCP server.

task-portal

by angrysky56

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

mcp-ollama-agent

by ausboss

A TypeScript example showcasing the integration of Ollama with the Model Context Protocol (MCP) servers. This project provides an interactive command-line interface for an AI agent that can utilize the tools from multiple MCP Servers..

mcp-server-codegraph

by CartographAI

MCP server for graph representation of a codebase

atlas-mcp-server

by cyanheads

A Model Context Protocol server built in TypeScript that leverages Neo4j’s graph database, delivers intelligent project and task management while empowering LLM agents with seamless collaboration and guidance.

mentor-mcp-server

by cyanheads

A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API.

toolkit-mcp-server

by cyanheads

A Model Context Protocol server providing LLM Agents with system utilities and tools, including IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.

distri

by distrihub

A framework for building and composing AI agents built in Rust. Build simply using YAML or rust-script. Leverage mcp-servers right away.

bio-agents-mcp

by dogeplusplus

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

mcp-guardian

by eqtylab

Manage / Proxy / Secure your MCP Servers

mcpadapt

by FinnTheCol

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

mcp-browser-use

by JovaniPink

FastAPI server implementing MCP protocol Browser automation via browser-use library.

mcp-server-ccxt

by Nayshins

Cryptocurrency Market Data MCP Server

task-tracker

by reminia

A mcp server for task management with Linear and time tracking with TrackingTime

mcp-file-preview

by seanivore

MCP server for HTML file preview and analysis - Has been weird with OS but good on Cline so WIP

CyberSecurity-MCPs

by secmate-ai

Model Context Protocol Server For Cyber Security

mcp_rails_template

by seuros

A minimal Rails API template for creating MCP (Model Context Protocol) servers with robust tool execution capabilities.

deep-research-mcp-server

by ssdeanx

MCP Deep Research Server using Gemini creating a Research AI Agent

ai-agents-mcp-pg

by vignesh-codes

This repo is an extension of PostgreSQL MCP Server providing functionalities to create tables, insert entries, update entries, delete entries, and drop tables.

semantic-scholar-fastmcp-mcp-server

by YUZongmin

A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

sqlite-literature-management-fastmcp-mcp-server

by YUZongmin

A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.

genaiscript

by microsoft

Automatable GenAI Scripting

mcp-sse

by sidharthrajaram

A working pattern for SSE-based MCP clients and servers

cherry-studio

by CherryHQ

🍒 Cherry Studio is a desktop client that supports for multiple LLM providers.

agentql-mcp

by tinyfish-io

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

light-mcp-agents

by nicozumarraga

Lightweight, composable framework for building muti-agent systems with Model Context Protocol (MCP)

hermes-mcp

by cloudwalk

Elixir Model Context Protocol (MCP) SDK

OpenAPI-MCP

by gujord

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.

Dive

by OpenAgentPlatform

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

langchainjs-mcp-adapters

by langchain-ai

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

Axiom

by aasherkamal216

A documentation AI Agent built with LangGraph, MCP Docs, Chainlit and Gemini, designed to help users create different projects using natural language.

starknet-mcp-server

by mcpdotdirect

MCP server that provides LLM with tools for interacting with Starknet

vibe-check-mcp-server

by PV-Bhat

The definitive Vibe Coder's sanity check MCP server: Prevent cascading errors in AI workflows by implementing strategic pattern interrupts. Uses tool call "Vibe Check" with LearnLM 1.5 Pro (Gemini API), fine-tuned for pedagogy and metacognition to enhance complex workflow strategy, and prevents tunnel vision errors.

weather-my-mcp

by yting27

Model Context Protocol (MCP) server that provides weather information from Malaysia Government's Open API

lamda

by firerpa

🤖 史上最强云手机远程桌面逆向抓包HOOK自动化取证能力集一体的安卓 RPA 框架，下一代移动数据自动化机器人。

devops-mcp-servers

by a37ai

MCP servers for DevOps tools and integrations. Created and maintained by the a37 team.

time-mcp

by yokingma

🚀 Time MCP Server: Giving LLMs Time Awareness Capabilities

UI-TARS-desktop

by bytedance

A GUI Agent application based on UI-TARS(Vision-Language Model) that allows you to control your computer using natural language.

nsaf-mcp-server

by ariunbolor

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.

refact

by smallcloudai

AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, plans, executes, and iterates until it achieves a successful result.

mcp-ts-template

by cyanheads

A beginner-friendly foundation for building Model Context Protocol (MCP) servers (and in the future also clients) with TypeScript. This template provides a comprehensive starting point with production-ready utilities, well-structured code, and working examples for building an MCP server.

mcp-server-idapro

by fdrechsler

A Model Context Protocol (MCP) server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks.

ai-agent-directory

by AgentMCP

A directory of AI Agents and MCP Orchestration open source tools

mcp-reporter

by cyanheads

mcp-reporter is a streamlined utility that generates comprehensive capability reports for Model Context Protocol servers, empowering developers to easily understand available functionality across their MCP servers ecosystem for both documentation and integration into other tools.

python-mcp-server-client

by GobinFan

支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai

gemsuite-mcp

by PV-Bhat

Professional Gemini API integration for Claude and all MCP-compatible hosts with intelligent model selection and advanced file handling | Smithery.ai verified

mcp-crew-ai

by adam-paterson

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

educhain-ai-agent-kit

by SailFish-Finance

This MCP (Model Context Protocol) server is integrated into Claude's MCP and maintained by SailFish

nebulagraph-mcp-server

by PsiACE

Model Context Protocol Server for NebulaGraph 3.x

mcp-server-starrocks

by StarRocks

StarRocks MCP (Model Context Protocol) Server

agent-twitter-client-mcp

by ryanmac

A Model Context Protocol (MCP) server that integrates with X using the @elizaOS `agent-twitter-client` package, allowing AI models to interact with Twitter without direct API access.

template-mcp-server

by mcpdotdirect

Template to quickly set up your own MCP server

mem0-mcp

by pinkpixel-dev

✨ mem0 MCP Server: A modern memory system for AI applications with flexible provider support (OpenAI, Ollama, etc.) and MCP protocol integration. Enables long-term memory for AI agents through a simple API or as a drop-in MCP server.

bitrefill-mcp-server

by bitrefill

A Model Context Protocol Server connector for Bitrefill public API, to enable AI agents to search and shop on Bitrefill.

mcp-agent

by lastmile-ai

Build effective agents using Model Context Protocol and simple workflow patterns

model-context-protocol-resources

by cyanheads

Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.

mcp-web-search-tool

by gabrimatic

A MCP server providing real-time web search capabilities to any AI model.

coder_db

by angrysky56

An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns with semantic search capabilities, quality metrics, and relationship modeling. Designed to enhance programming workflows through contextual recall of best practices, algorithms, and solutions.

mcp-tool-kit

by getfounded

Agentic abstraction layer for building high precision vertical AI agents written in python. Middleware for Model Context Protocol.

code-assistant

by stippi

An LLM-powered, autonomous coding assistant. Also offers an MCP mode.

ummon

by Nayshins

Unlock code insights with knowledge graphs: Connect code to concepts, query with ease, empower AI assistance.

wanaku

by wanaku-ai

Wanaku MCP Router

telephone.operator

by wrappercompany

Give your agents a phone

wcgw

by rusiaaman

Shell and coding agent on claude desktop app

armor-crypto-mcp

by armorwallet

The MCP server for interacting with Blockchain, Swaps, Strategic Planning and more.

app-builder

by baidubce

appbuilder-sdk, 千帆AppBuilder-SDK帮助开发者灵活、快速的搭建AI原生应用

MCP-Server-AI

by kabragaurav

A Simple Model Context Server (MCP) For AI Usecases

ShareMCP

by AmeSora2022

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。

awesome-mcp-servers

by Techiral

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

time-mcp

by sidharthrajaram

make agents time and date aware

Filesys

by iBz-04

This is a Filesystem model context protocol server that could allow an LLM to read and list files from a specified directory on your local machine.

github-mcp-server

by cyanheads

A Model Context Protocol (MCP) server built in TypeScript that integrates with GitHub's API, enabling AI assistants to manage repositories, issues, pull requests, and code while providing a structured interface for LLM agents to perform GitHub operations.

evm-mcp-server

by mcpdotdirect

MCP server that provides LLM with tools for interacting with EVM networks

mcp-client-server

by kaioobrabo

An MCP Server that's also an MCP Client. Useful for letting Claude develop and test MCPs without needing to reset the application.

mcpadapt

by grll

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

awesome-a2a

by ai-boost

Agent2Agent (A2A) – awesome A2A agents, tools, servers & clients, all in one place.

mcp-website-fetcher

by peterj

Sample MCP server

weather-mcp-server

by Ayaan270

A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data.

voice-mcp

by tolios

A bare bones voice mcp server using piper

loki-mcp

by scottlepp

An MCP ( Model Context Protocol ) Server for Grafana Loki

ntfy-me-mcp

by gitmotion

An ntfy MCP server for sending ntfy notifications to your self-hosted ntfy server 📤 (supports secure token auth - use with npx or docker!)