Categories

llm_to_mcp_integration_engine

by Million19

The llm_to_mcp_integration_engine is a communication layer designed to enhance the reliability of interactions between LLMs and tools (like MCP servers or functions).

mcpPADEX

by VolumeFi

MCP Server for PalomaDex at Palomadex.com

remote-mcp-servers

by portal-labs-infrastructure

Explore a community-maintained list of remote Model Context Protocol (MCP) servers. Find, learn about, and check the reachability of MCP-enabled services.

docwriter-mcp-server

by cyanheads

A Model Context Protocol (MCP) server for programmatic creation, modification, and compilation of structured LaTeX documents. Enables AI agents and automated workflows to generate reports, articles, and papers from templates, with secure, structured content updates and robust PDF compilation using LuaLaTeX and Biber.

modulex

by ModuleXAI

Ultimate MCP Server Management Platform with OAuth authentication, tool integrations, and enterprise-ready monitoring

remote-mcp-server-registry

by portal-labs-infrastructure

Explore a community-maintained list of remote Model Context Protocol (MCP) servers. Find, learn about, and check the reachability of MCP-enabled services.

yamcpscanner

by deagle9055

# YAMCP: Yet Another MCP Security Scanner**YAMCP** is an open-source Python tool for scanning **Model Context Protocol (MCP)** servers for vulnerabilities. This tool combines passive and active checks to help secure your systems against emerging threats. 🛡️💻

golf

by golf-mcp

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

adyen-mcp

by Adyen

Typescript library for integrating Adyen APIs via an MCP server

brightdata-mcp

by brightdata

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

think-mcp

by kstonekuan

Implementation of Anthropic's think tool as an MCP server running on Cloudflare

chanty-mcp-server

by LokiMCPUniverse

MCP server for Chanty - Team collaboration and communication platform

gitlab-mcp-server

by LokiMCPUniverse

MCP server for GitLab - DevOps platform with CI/CD integration

tableau-mcp-server

by LokiMCPUniverse

MCP server for Tableau - Data visualization and analytics platform

freshbooks-mcp-server

by LokiMCPUniverse

MCP server for FreshBooks - Small business accounting software

rancher-mcp-server

by LokiMCPUniverse

MCP server for Rancher - Kubernetes management and deployment platform

uipath-mcp-server

by LokiMCPUniverse

MCP server for UiPath - Robotic Process Automation (RPA) platform

azure-mcp-server

by LokiMCPUniverse

MCP server for Azure - Microsoft Azure cloud services integration

jenkins-mcp-server

by LokiMCPUniverse

MCP server for Jenkins CI/CD - Intelligent automation server integration for GenAI

argocd-mcp-server

by LokiMCPUniverse

MCP server for ArgoCD - GitOps continuous delivery for Kubernetes with GenAI

xero-mcp-server

by LokiMCPUniverse

MCP server for Xero - Cloud-based accounting software integration

harness-mcp-server

by LokiMCPUniverse

MCP server for Harness - Continuous delivery and cloud cost management

hootsuite-mcp-server

by LokiMCPUniverse

MCP server for Hootsuite - Social media management platform

salesforce-mcp-server

by LokiMCPUniverse

MCP server for Salesforce API integration - Complete CRM integration for GenAI applications

rundeck-mcp-server

by LokiMCPUniverse

MCP server for Rundeck - Runbook automation and job scheduling

zoho-crm-mcp-server

by LokiMCPUniverse

MCP server for Zoho CRM - Complete CRM suite integration

awesome-mcp-servers

by geogeo182

# awesome-mcp-servers A curated list of excellent Model Context Protocol (MCP) servers. This repository showcases various servers that highlight MCP features and integrate with the TypeScript and Python MCP SDKs. 🛠️🌟

weavium-ai

by dhawansolanki

A comprehensive framework for creating and managing multiple agents using Microsoft's Autogen library with Azure OpenAI integration, custom tools, MCP server capabilities, memory persistence, and specialized agents.

mcp-servers

by eyad19454

MCP Servers is a collection of reliable server setups designed for optimal performance and scalability. Join the community to share ideas and improvements on GitHub! 🌟💬

zoho-crm-mcp-server

by aloky786

The Zoho CRM MCP Server provides a streamlined way to integrate with Zoho's CRM platform, enabling efficient data management. Explore the code, contribute, and track issues on GitHub! 🌟👨💻

viral-app-mcp

by fmd-labs

Free MCP Server to get live data from TikTok, Instagram, any YouTube by https://viral.app

mcp-ai-agent

by luuisotorres

AI Agent built with Google ADK that leverages Google Maps MCP Server to answer real-world location questions with tool usage and traceable execution via Opik.

mcpcat-python-sdk

by MCPCat

MCPcat is an analytics platform for MCP server owners 🐱.

mcpcat-typescript-sdk

by MCPCat

MCPcat is an analytics platform for MCP server owners 🐱.

accordo

by AndurilCode

An MCP (Model Context Protocol) server that provides structured workflow guidance to guide coding agents through a disciplined development process.

zen-ai-mcp-devtools

by daoch4n

mcp sse server for vibe coding / nested agents / aider / git / terminal

mcp

by taskade

🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and connect to Claude, Cursor, and more.

browserai-mcp

by brightdata

A powerful Model Context Protocol (MCP) server that provides an access to serverless browser for AI agents and apps

MCPJungle

by duaraghav8

Self-hosted MCP Server registry for AI agents

summon-app

by TrySummon

Postman for MCP servers

mcp-server

by strands-agents

This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

turbular

by raeudigerRaeffi

A MCP server allowing LLM agents to easily connect and retrieve data from any database

agentDesk

by uzair110

A multi agent platform with multiple tools & MCP server

mcp-context-forge

by IBM

A Model Context Protocol (MCP) Gateway. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE).

markdown2pdf-mcp

by karanbisht243

# markdown2pdf-mcpConvert Markdown to PDF with ease. This package supports MCP server for clients like Claude Desktop, ensuring high-quality, print-ready outputs. 🚀💻

awesome-mcp-servers

by sanjay200630

A comprehensive collection of Model Context Protocol (MCP) servers

litemcp

by yanmxa

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

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.

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

amazon-mcp

by Fewsats

Amazon MCP server to search & buy products using the L402

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.

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

Vibe-Coder-MCP

by freshtechbro

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

openai-agents-chat-demo

by zzqfsy

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

mcp-yahoo-finance

by maxscheijen

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

MCP-Manager-GUI

by gabrielbacha

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

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.

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.

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.

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.

peer-review-mcp

by eyalzh

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

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.

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.

rulego-server

by rulego

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

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

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.

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.

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.

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.

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

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

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

by projectAcetylcholine

An experimental MCP service for Azure AI Search in Python

monkdb-mcp

by manohar9694

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

mcp-server-simple

by hgbaodev

Build mcp server with nodejs test fast

dev-kit-mcp-server

by DanielAvdar

Agent development tool-kit

azure-container-apps-ai-mcp

by Azure-Samples

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.

mcp-client-demo

by Pearl-com

Use the Pearl expert MCP server with the OpenAI Agent SDK

butler

by ogulcanakca

An AI agent project built with FastAgent, leveraging Model Context Protocol (MCP) servers for seamless interaction with diverse services including Google Maps, Slack, Gmail, SQLite, screen capture, weather information, and web search. This project demonstrates a rich, interactive environment with comprehensive service connectivity for AI agents.

vibeSafe-mcp

by vibeSafe

Security MCP server for agentic development. Powers real-time analysis, package scanning, and custom workflows.

mcp-server

by lambda-capture

🌐 MCP Server for Semantic Search of Macro Data for Quant Research AI Agents

mcp-server-blog

by portal-labs-infrastructure

Example of a MCP implementation using TypeScript and OAuth.

searchcraft-mcp-server

by searchcraft-inc

An MCP Server powered by Searchcraft – the developer-first vertical search engine.

salesforce-mcp-server

by 1Abdullah101

Salesforce MCP Server is a robust tool designed to enhance your Salesforce experience. 🌟 It simplifies management and integration, making it easier for developers to work with Salesforce data. 🛠️

ensembl-mcp-server

by effieklimi

A full-featured Model Context Protocol (MCP) server that exposes Ensembl’s REST API. Built using the TypeScript MCP SDK

mcp-index

by metorial

An ever growing list of open source MCP servers 📡 📁 🚀

gemini-tool-agent

by paulfruitful

This is a simple sdk for building gemini agents that can call tools + work with mcp servers

jenkins-mcp-server

by maskmotor7

Jenkins MCP Server is a powerful tool for managing Jenkins pipelines in a modular way. Join our community on GitHub to collaborate and enhance your CI/CD experience! 🚀🌟

hubspot-mcp-server

by MELIHGRABBER

HubSpot MCP Server simplifies the management of HubSpot APIs, making integration easier for developers. Join the community and contribute to the project! 🌟💻

xero-mcp-server

by R1keb

Xero MCP Server provides a streamlined environment for managing Minecraft servers with ease. Join our community and contribute to the project on GitHub! 🌟👾

azure-mcp-server

by merxazsnde

Azure MCP Server is a robust platform designed for managing Azure resources efficiently. 🌐 Join our community and contribute to the project on GitHub! 🚀

inception-core-server

by nbursa

Model–Context–Protocol (MCP) Server A modular, extensible Rust-based server providing short-term, long-term, and latent memory services, a chat endpoint backed by a BaseAgent + Sentience DSL, and seamless integration with ChromaDB and LLM services.

markdown2pdf-mcp

by Serendipity-AI

MCP client for the markdown2pdf.ai service. ⚡ Markdown to PDF conversion, for agents. ⚡ Agents speak Markdown. Humans prefer PDF. Bridge the gap for the final stage of your agentic workflow. No sign-ups, no credit cards, just sats for bytes.

typescript-mcp

by brayanepv1

# typescript-mcpTypeScript specialized MCP server for advanced code manipulation and analysis. This project enhances your IDE experience with essential features like Go to Definition and Rename. 🛠️✨

SchemaPin

by Space-Rider942

SchemaPin offers a secure way to sign and verify tool schemas for AI agents, ensuring their integrity and authenticity. With SchemaPin, developers can protect their tools from attacks while clients can trust the schemas they use. 🛠️✨

toolfront

by kruskal-labs

A lightweight MCP server for databases.

mcp-star

by 7382019917

MCP Star is a curated collection of top-notch Model Context Protocol servers, showcasing the best implementations in the community. Join us on GitHub to explore, contribute, and enhance your MCP experience! 🌟💻

pubmed-mcp-server

by Huzafa5

The PubMed MCP Server provides access to biomedical literature, enhancing AI agents' capabilities. 🌟 Explore the integration of PubMed with the Model Context Protocol for efficient data retrieval. 🚀

pubmed-mcp-server

by cyanheads

A Model Context Protocol (MCP) server enabling AI agents to intelligently search, retrieve, and analyze biomedical literature from PubMed via NCBI E-utilities. Includes a research agent scaffold. Built on the mcp-ts-template for robust, production-ready performance. STDIO & HTTP

context-engine

by welf

MCP server that connects LLMs and AI agents with static code analysis tools (LSP and Tree-sitter)

A2AProtocol.NET

by senbihan

A .NET library that enables ASP.NET Application to host Agent2Agent Server following Google's A2A protocol

AI_Agent_with_MCP

by vanthe9812

# AI_Agent_with_MCPThis project sets up a Model Context Protocol (MCP) server using Google's Agent Development Kit (ADK) to create intelligent agents that work together. 🤖 Explore the various agents designed for tasks like data analysis, web searches, and code generation. 🛠️

AI_Agent_with_MCP

by zayedrais

MCP server built with Google’s Agent Development(ADK) Kit featuring multiple specialised agents that collaborate through intelligent routing. The system provides RESTful API endpoints for various capabilities including web searches, data analysis, and code generation while maintaining extensibility through a modular architecture

secure-mcp-gateway

by enkryptai

Secure MCP Gateway - Setup Admin level gateway functionality for MCP servers - with guardrails at each MCP server to overcome multiple security issues with using MCPs

browserai-mcp

by brightdata-com

A powerful Model Context Protocol (MCP) server that provides an access to serverless browser for AI agents and apps

github-actions-mcp-server

by onemarc

GitHub Actions Model Context Protocol Server that allows you to create, manage, monitor, and interact with workflows.

py-mcp-server-explorer-notebook

by messeb

🧪 Explore and test MCP servers with fastmcp and FastAgent. List tools, invoke APIs, and augment LLMs with real-time capabilities using OpenAI, Claude, and Brave Search.

MCP-Ollama-Client

by Nagharjun17

Lightweight MCP client that uses a local Ollama LLM to query multiple MCP servers defined in config.json

discord-notification-mcp

by kstonekuan

Simple MCP server to send you notifications on discord

modulex

by suysoftware

Ultimate MCP Server Management Platform with OAuth authentication, tool integrations, and enterprise-ready monitoring

gitlab-mcp-server

by retart123

GitLab MCP Server provides a streamlined way to manage your GitLab projects efficiently. 🚀 Join the community and contribute to enhancing collaboration on GitHub! 🌟

argocd-mcp-server

by Antareepfgdher

# ArgoCD MCP ServerThis repository hosts the ArgoCD MCP Server, designed to enhance your GitOps workflows. Explore the code and contribute to the project! 🌟💻

powerbi-mcp-server

by KrisBAlviar

Power BI MCP Server simplifies data management and visualization for users. 🌟 Join the community on GitHub to collaborate and enhance your Power BI experience! 🚀

gemini-mcp-server

by bigmasterinternational

Gemini MCP Server enhances your development process by connecting Claude with Google's Gemini models for efficient code analysis and problem-solving. Collaborate seamlessly as Claude orchestrates tasks while leveraging Gemini's insights for improved outcomes. 🛠️💻

number-guessing-game-mcp-server

by portal-labs-infrastructure

A demonstration Model Context Protocol (MCP) server implemented in TypeScript, showcasing dynamic tool and resource management, stateful HTTP sessions, and clean architectural patterns.

telegram-notification-mcp

by kstonekuan

Simple MCP server to send you notifications on telegram

client

by mcpverse

A fully-typed Typescript abstraction for MCPVerse.org - An open playground where autonomous agents meet, trade ideas, and compete for attention

livekit-mcp-client

by Redtius

A Package That Gives Your Livekit agents the ability To use Model Context Protocol Tools

mcp-servers

by LokiMCPUniverse

24 Enterprise MCP Servers for GenAI: AWS, Salesforce, HubSpot, Jenkins, Power BI + more. Production-ready AI agent integrations.

aws-mcp-server

by LokiMCPUniverse

MCP server for AWS API integration - Comprehensive cloud infrastructure management for GenAI

hubspot-mcp-server

by LokiMCPUniverse

MCP server for HubSpot - CRM, Marketing, Sales and Service Hub integration

quickbooks-mcp-server

by LokiMCPUniverse

MCP server for QuickBooks - Accounting and financial management integration

powerbi-mcp-server

by LokiMCPUniverse

MCP server for Power BI - Business analytics and data visualization

mailchimp-mcp-server

by LokiMCPUniverse

MCP server for Mailchimp - Email marketing and automation platform

gcp-mcp-server

by LokiMCPUniverse

MCP server for Google Cloud Platform - Complete GCP services integration for GenAI

mcpx-py

by dylibso

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

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-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.

bio-agents-mcp

by dogeplusplus

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

mcpadapt

by FinnTheCol

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

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.

genaiscript

by microsoft

Automatable GenAI Scripting

mcp-sse

by sidharthrajaram

A working pattern for SSE-based MCP clients and servers

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.

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.

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.

mcp-crew-ai

by adam-paterson

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

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.

wanaku

by wanaku-ai

Wanaku MCP Router

telephone.operator

by wrappercompany

Give your agents a phone

armor-crypto-mcp

by armorwallet

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

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.

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.