Awsome MCP Server Marketplace

MCP Banner Magic Component Platform (MCP) is a powerful AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions.

🔥 ALAPI MCP Server !

Taskeract MCP Server This MCP Server will allow your AI infused code editor to interact with the Taskeract platform and will allow your editor to pull in the complete context of tasks that you're…

1. Python 3.10 or higher

Aiven MCP Server A Model Context Protocol (MCP) server for Aiven. — Tools: list_projects, list_services, get_service_details

The Audiense Insights MCP has been migrated to a remote model.

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CircleCI MCP Server ! — Tools: get_build_failure_logs, Step, find_flaky_tests

ClickHouse MCP Server ! — Tools: run_select_query, list_databases, list_tables

Coresignal MCP The Coresignal MCP Server enables seamless integration of Coresignal's data with AI-powered applications.

Couchbase MCP Server An MCP server implementation of Couchbase that allows LLMs to directly interact with Couchbase clusters.

@dealx/mcp-server This is a Model Context Protocol (MCP) server for the DealX platform. — Tools: create_ad, edit_ad, delete_ad

Decodo MCP Server !

EduBase MCP server !

fewsats-mcp: A Fewsats MCP Server ## Overview This MCP server integrates with Fewsats and allows AI Agents to purchase anything in a secure way. — Tools: offer_id, l402_offer, offers

Fibery MCP Server This MCP (Model Context Protocol) server provides integration between Fibery and any LLM provider supporting the MCP protocol (e.

MCP server to deploy code to Google Cloud Run Enable MCP-compatible AI agents to deploy apps to Cloud Run.

greptimedb-mcp-server !

QA Sphere MCP Server A Model Context Protocol server for the QA Sphere test management system.

ai - OpenAI ## Examples - End-to-end Agent Chat App - Text-to-SQL Agent - YouTube transciption agent - Math agent - Model Context Protocol (MCP) - Tool Calling - LangGraph - JavaScript - LangChain …

DINO-X MCP !

Issues & Support: For bugs or feature requests related to the built-in MCP functionality, please use the \[JetBrains YouTrack]\(<https://youtrack.

Raygun MCP Server MCP Server for Raygun's API V3 endpoints for interacting with your Crash Reporting and Real User Monitoring applications.

Octagon Deep Research MCP !

Octagon: MCP for Market Data !

PGYER MCP Server 这是一个用于上传应用到 PGYER 平台的 MCP (Model Context Protocol) 服务器。

ai MCP !

Reexpress Model-Context-Protocol (MCP) Server ### For tool-calling LLMs (e.

org/project/mureka-mcp) </div> <p align="center"> Official Mureka Model Context Protocol (MCP) server that enables interaction with powerful lyrics, song and bgm generating APIs.

SonarQube MCP Server !

OCI Registry MCP Server !

ai/app/starrocks-mcp-server-starrocks) # StarRocks Official MCP Server The StarRocks MCP Server acts as a bridge between AI assistants and StarRocks databases. — Tools: read_query, write_query…

中文 | English # 腾讯云 COS MCP Server 🚀🚀🚀 !

EdgeOne Pages MCP An MCP service for deploying HTML content, folder, and zip file to EdgeOne Pages and obtaining a publicly accessible URL.

Teradata MCP Server ## Overview The Teradata MCP server provides sets of tools and prompts, grouped as modules for interacting with Teradata databases.

Trade Agent MCP Server <a href="https://glama. — Tools: market, limit, stop

Unstructured API MCP Server An MCP server implementation for interacting with the Unstructured API. — Tools: update_workflow

in MCP Proxy Server <div align="center"> <h3>The Crossroads for AI Data Exchanges</h3> <p>A unified interface for managing all your MCP servers with built-in playground for testing on any AI model</p>…

ai/app/verodat-verodat-mcp-server) # Verodat MCP Server !

VeyraX MCP Single tool to control them all — VeyraX MCP is the only connection you need to access all your tools in any MCP-compatible environment.

Xero MCP Server This is a Model Context Protocol (MCP) server implementation for Xero.

It's ideal when you have services deployed in: - Private VPCs - Kubernetes clusters - Multiple cloud environments AgentRPC wraps your functions in a universal RPC interface, connecting them to a…

ai/app/aliyun-alibabacloud-dataworks-mcp-server) # DataWorks MCP Server A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a…

md">中文</a><br></p> # alibabacloud-devops-mcp-server ! — Tools: create_branch, delete_branch, get_branch

English | 中文 # Hologres MCP Server Hologres MCP Server serves as a universal interface between AI Agents and Hologres databases. — Tools: execute_hg_select_sql, execute_hg_select_sql_with_serverless…

MCP Server Chart !

Doris MCP Server Doris MCP (Model Context Protocol) Server is a backend service built with Python and FastAPI.

<h1 align="center"> <a href="https://mcp.

APIMatic Validator MCP Server This repository provides a Model Context Protocol (MCP) Server for validating OpenAPI specifications using APIMatic.

Armor Crypto MCP Alpha Test version 0.

Atla MCP Server > \[! — Tools: evaluate_llm_response, evaluate_llm_response_on_multiple_criteria

org/project/atlan-mcp-server) !

AWS MCP Servers A suite of specialized MCP servers that help you get the most out of AWS, wherever you use MCP.

mcp-server-axiom A Model Context Protocol server implementation for Axiom that enables AI agents to query your data using Axiom Processing Language (APL).

Bankless Onchain MCP Server ! — Tools: network, contract, method

Box MCP Server ## Description The Box MCP Server is a Python project that integrates with the Box API to perform various operations such as file search, text extraction, AI-based querying, and data…

com/ai/mcp-server"> </a> <h1 align="center">The Web MCP</h1> <h3 align="center">Enhance your LLM and AI agents with real-time web access</h3> <div align="center"> <p align="center"> alt="npm…

Browserbase MCP Server !

BrowserStack MCP Server <div align="center"> </div> <div align="center"> <a href="https://www.

Feature flags for SaaS that run on TypeScript. Learn more and get started

buildkite-mcp-server 🚀 !

MCP Server for Campertunity !

Packages - MCP Server: The Chargebee MCP Server provides a powerful set of tools to enhance developer productivity.

com/" target="blank"> Homepage </a> </p> # Chroma MCP Server ! — Tools: chroma_list_collections, chroma_create_collection, chroma_peek_collection

@bldbl/mcp Official MCP client for Buildable - AI-powered development platform that makes any project buildable <a href="https://glama.

Cloudflare MCP Server Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems.

DexPaprika MCP Server A Model Context Protocol (MCP) server that provides on-demand access to DexPaprika's cryptocurrency and DEX data API.

from=llm&utmsource=opik&utmmedium=github&utmcontent=headerimg&utmcampaign=opik-mcp"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://raw.

Currents MCP Server This is a MCP server that allows you to provide test results context to your AI agents by connecting them to Currents.

The Cycode Command Line Interface (CLI) is an application you can install locally to scan your repositories for secrets, infrastructure as code misconfigurations, software composition analysis…

ai/app/daisys-ai-daisys-mcp) # Daisys MCP server !

Dash0 MCP server The official Model Context Protocol (MCP) server for Dash0.

dbt MCP Server This MCP (Model Context Protocol) server provides various tools to interact with dbt.

DevHub CMS MCP !

Digma Code Observability MCP Server A Model Context Protocol (MCP) server implementation for enabling agents to access observability insights using Digma for code observability and dynamic code…

E2B MCP Server Preview Light !

org/project/elevenlabs-mcp) !

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mcp-server-esignatures MCP server MCP server for eSignatures (<https://esignatures.

Exa MCP Server 🔍 !

Search1API MCP Server 中文文档 A Model Context Protocol (MCP) server that provides search and crawl functionality using Search1API. — Tools: query, max_results, search_service

FetchSERP MCP Server A Model Context Protocol (MCP) server that exposes the FetchSERP API for SEO, SERP analysis, web scraping, and keyword research.

Financial Datasets MCP Server ## Introduction This is a Model Context Protocol (MCP) server that provides access to stock market data from Financial Datasets.

Model Context Protocol and Fireproof Demo: JSON Document Server This is a simple example of how to use a Fireproof database in a Model Context Protocol server (used for plugging code and data into…

fulcra-context-mcp: An MCP server to access your Fulcra Context data This is an MCP server that provides tools and resources to call the Fulcra API using [](https://github.

sentry-mcp !

GitHub MCP Server The GitHub MCP Server connects AI tools directly to GitHub's platform. — Tools: run_id, artifact_id, failed_only

It also provides an MCP server that streamlines working with git and your Issue and git hosting providers.

logo # MCP Toolbox for Databases !

gotoHuman MCP Server gotoHuman makes it easy to add human approvals to AI agents and agentic workflows.

Grafana MCP server !

🧪 Official MCP Server for Debugg AI AI-powered development and testing toolkit implementing the Model Context Protocol (MCP), designed to give AI agents comprehensive testing, debugging, and code…

DevHub CMS MCP !

Digma Code Observability MCP Server A Model Context Protocol (MCP) server implementation for enabling agents to access observability insights using Digma for code observability and dynamic code…

E2B MCP Server Preview Light !

org/project/elevenlabs-mcp) !

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mcp-server-esignatures MCP server MCP server for eSignatures (<https://esignatures.

Exa MCP Server 🔍 !

Search1API MCP Server 中文文档 A Model Context Protocol (MCP) server that provides search and crawl functionality using Search1API. — Tools: query, max_results, search_service

FetchSERP MCP Server A Model Context Protocol (MCP) server that exposes the FetchSERP API for SEO, SERP analysis, web scraping, and keyword research.

Financial Datasets MCP Server ## Introduction This is a Model Context Protocol (MCP) server that provides access to stock market data from Financial Datasets.

Model Context Protocol and Fireproof Demo: JSON Document Server This is a simple example of how to use a Fireproof database in a Model Context Protocol server (used for plugging code and data into…

fulcra-context-mcp: An MCP server to access your Fulcra Context data This is an MCP server that provides tools and resources to call the Fulcra API using [](https://github.

sentry-mcp !

GitHub MCP Server The GitHub MCP Server connects AI tools directly to GitHub's platform. — Tools: run_id, artifact_id, failed_only

It also provides an MCP server that streamlines working with git and your Issue and git hosting providers.

logo # MCP Toolbox for Databases !

gotoHuman MCP Server gotoHuman makes it easy to add human approvals to AI agents and agentic workflows.

Grafana MCP server !

io/js/graphlit-mcp-server) !

GrowthBook MCP Server With the GrowthBook MCP server, you can interact with GrowthBook right from your LLM client. — Tools: create_feature_flag, get_feature_flags, get_single_feature_flag

Harness MCP Server The Harness MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Harness APIs, enabling advanced automation and interaction capabilities for…

hostinger-api-mcp Model Context Protocol (MCP) server for Hostinger API.

Hydrolix MCP Server ! — Tools: run_select_query, list_databases, list_tables

Hyperbrowser MCP Server ! — Tools: scrape_webpage, crawl_webpages, extract_structured_data

mcp-server-python Inkeep MCP Server powered by your docs and product content.

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Integration App MCP Server <a href="https://integration.

Make MCP Server (legacy) A modern, cloud-based version of the Make MCP Server is now available.

io MCP server This is a simple Model Context Protocol (MCP) server implementation for IP2Location.

Allyson MCP Server !

<div align="center"> <h1>Dart MCP Server</h1> <p> </p> </div> Dart is Project Management powered by AI.

| repo | version |

The MCP server makes REST calls to the API server, which then calls the persistence layer.

Globalping MCP Server <p align="center"> </p> <p align="center"> <b>Enable AI models to interact with a global network measurement platform through natural language. — Tools: ping, traceroute, dns

Kagi MCP server !

com/keboola/mcp-server) !

ai MCP Server \[!

Langfuse Prompt Management MCP Server Model Context Protocol (MCP) Server for Langfuse Prompt Management.

Last9 MCP Server !

日本語版 READMEはこちら # LINE Bot MCP Server ! — Tools: user_id, richMenuId

packages/cli/README.md

MotherDuck's DuckDB MCP Server An MCP server implementation that interacts with DuckDB and MotherDuck databases, providing SQL analytics capabilities to AI Assistants and IDEs. — Tools: query…

Build Agents with Needle MCP Server !

Neo4j MCP Clients & Servers Model Context Protocol (MCP) is a standardized protocol for managing context between large language models (LLMs) and external systems.

svg"> </picture> # Neon MCP Server !

<div align="center">Norman Finance MCP Server</div> This Model Context Protocol (MCP) server enables AI to interact with the Norman Finance API, allowing access to accounting, invoices, companies…

Or directly with cURL Search: We've built a cool demo of an LLM leveraging the scraping endpoint in an MCP server to make real-time search in an LLM chatbot - works like a charm!

mcp-oceanbase MCP Server for OceanBase database and its tools English | 简体中文 ## Features This repository contains MCP Servers as following: | MCP Server | Description | Document | |…

GG MCP Server !

Gitee MCP Server Gitee MCP Server is a Model Context Protocol (MCP) server implementation for Gitee.

Playwright MCP A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright. — Tools: element, ref, doubleClick

com/metoro-io/metoro-mcp-server) !

Plane MCP Server The Plane MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Plane APIs, enabling projects, work items, and automations capabilities for…

<p align="center"> </p> <h1 align="center" style="border-bottom: none;"> Oxylabs MCP Server </h1> <p align="center"> <em>The missing link between AI models and the real‑world web: one API that…

PayPal Agent Toolkit The PayPal Agent Toolkit enables popular agent frameworks including OpenAI's Agent SDK, LangChain, Vercel's AI SDK, and Model Context Protocol (MCP) to integrate with PayPal…

Powerdrill MCP Server !

Perplexity Ask MCP Server An MCP server implementation that integrates the Sonar API to provide Claude with unparalleled real-time, web-wide research. — Tools: messages, role, content

Pydantic Logfire MCP Server This repository contains a Model Context Protocol (MCP) server with tools that can access the OpenTelemetry traces and metrics you've sent to Pydantic Logfire. — Tools…

mcp-server-qdrant: A Qdrant MCP server ! — Tools: information, metadata, collection_name

RAD Security MCP Server A Model Context Protocol (MCP) server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments.

com/railsware/mailtrap-mcp/actions/workflows/main.

ramp-mcp: A Ramp MCP server ## Overview A Model Context Protocol server for retrieving and analyzing data or running tasks for Ramp using Developer API.

drand-mcp-server 🎲 !

ai/server/@ref-tools/ref-tools-mcp) # Ref MCP A ModelContextProtocol server that gives your AI coding tool or agent access to documentation for APIs, services, libraries etc.

Rember MCP Allow Claude to create flashcards for you with the official Model Context Protocol (MCP) for Rember. — Tools: create_flashcards

Riza MCP Server Riza offers an isolated code interpreter for your LLM-generated code.

ai/demo-user"> </a> </p> # Root Signals MCP Server A Model Context Protocol (MCP) server that exposes Root Signals evaluators as tools for AI assistants & agents.

Routine Model Context Protocol (MCP) Server This is the Routine Model Context Protocol (MCP) server.

preview # Scrapeless MCP Server Welcome to the official Scrapeless Model Context Protocol (MCP) Server — a powerful integration layer that empowers LLMs, AI Agents, and AI applications to interact…

@scrapezy/mcp MCP Server <a href="https://glama. — Tools: extract_structured_data

ScreenshotOne MCP Server An official implementation of an MCP (Model Context Protocol) server for ScreenshotOne.

screenname=semgrep"> </a> </p> # Semgrep MCP Server !

SingleStore MCP Server !

Square Model Context Protocol Server (Beta) This project follows the Model Context Protocol standard, allowing AI assistants to interact with Square's connect API.

Stripe Agent Toolkit The Stripe Agent Toolkit enables popular agent frameworks including OpenAI's Agent SDK, LangChain, CrewAI, Vercel's AI SDK, and Model Context Protocol (MCP) to integrate with…

Supabase MCP Server > Connect your Supabase projects to Cursor, Claude, Windsurf, and other AI assistants.

rainbow: Taskade MCP All things related to Taskade's MCP (Model Context Protocol) initiatives.

MCP demo The Tavily MCP server provides: - search, extract, map, crawl tools - Real-time web search capabilities through the tavily-search tool - Intelligent data extraction from web pages via the…

<div align="center">12306-mcp</div> <div align="center"> !

Academia MCP !

Agentset MCP MCP server for Agentset, an open-source platform for Retrieval-Augmented Generation (RAG).

Agora MCP An MCP server for searching, discovering, and purchasing products through AI assistants like Claude or Cursor.

arxiv-latex MCP Server !

🧠 arXiv Research Assistant MCP Server !

Baidu Search MCP Server ! — Tools: query, max_results, url

BibTeX MCP Server Multi-provider academic reference search with BibTeX generation.

Bilibili API MCP Server 用于哔哩哔哩 API 的 MCP（模型上下文协议）服务器，支持多种操作。

Bio-MCP BLAST 🔍 MCP server for NCBI BLAST sequence similarity search Enable AI assistants to perform BLAST searches through natural language.

Brave Search MCP Server An MCP server implementation that integrates the Brave Search API, providing both web and local search capabilities. — Tools: query, count, offset

Brave Search MCP Server !

Brave Search MCP Server An MCP server implementation that integrates the Brave Search API, providing both web and local search capabilities. — Tools: query, count, offset

Brave-Gemini Research MCP Server A modern MCP (Model Context Protocol) server implementation that provides AI assistants with web search capabilities via the Brave Search API and advanced research…

🚂 Caltrain MCP Server (Because You Love Waiting for Trains) !

ai/server/@co0ontty/chaitin-ip-intelligence-search-tool) ## 项目介绍 / Project Introduction 长亭 IP 智能查询服务\ 依托 Chaitin 全球蜜罐网络及百万级节点构建的IP情报分析平台，为移动内容提供商（MCP）提供精准的IP画像与威胁预警服务。

Coles and Woolworths MCP Server An experimental Model Context Protocol (MCP) server implementation that allows AI assistants to search for product information from Australia's major supermarkets…

AgentQL MCP Server This is a Model Context Protocol (MCP) server that integrates AgentQL's data extraction capabilities.

Bilibili-Comments-MCP 一个基于 Model Context Protocol (MCP) 的 B 站视频评论获取工具.

AI Engineers & Researchers: To provide visual and textual context of webpages to AI models, especially via its Model Context Protocol (MCP) server.

BrowserCat MCP Server A Model Context Protocol server that provides browser automation capabilities using BrowserCat's cloud browser service. — Tools: selector, width, height

BrowserCat MCP Server A Model Context Protocol server that provides browser automation capabilities using BrowserCat's cloud browser service. — Tools: selector, width, height

Chrome Debug MCP Server Language: English | 中文 A Model Context Protocol (MCP) server for Chrome browser automation via debugging protocol, specifically designed to connect to Chrome debugging ports…

Cloudflare Browser Rendering MCP Server !

Cloudflare Playwright MCP Example !

CodingBaby-Browser-MCP ## Overview CodingBaby-Browser-MCP is a powerful tool that enables AI assistants like Claude 3.

Context Scraper MCP Server 一个基于 Crawl4AI 的 Model Context Protocol (MCP) 服务器，为 Amazon Q Developer 和其他 AI 工具提供强大的网页爬取、学术搜索和智能研究功能。

Crawl-MCP: Unofficial MCP Server for crawl4ai > ⚠️ Important: This is an unofficial MCP server implementation for the excellent crawl4ai library.

Decodo MCP Server !

Deepwiki MCP Server > ⚠️ IMPORTANT NOTICE: This server is currently not working since DeepWiki has cut off the possibility to scrape it.

Dumpling AI MCP Server A Model Context Protocol (MCP) server implementation that integrates with Dumpling AI for data scraping, content processing, knowledge management, AI agents, and code…

<div align="center"> </div> 中文 | Deutsch | Español | français | 日本語 | 한국어 | Português | Русский # Fetcher MCP MCP server for fetch web page content using Playwright headless browser.

Financial Data MCP Server A Model Context Protocol (MCP) server that provides AI assistants with real-time financial market data through Yahoo Finance.

Firecrawl MCP Server A Model Context Protocol (MCP) server implementation that integrates with Firecrawl for web scraping capabilities.

GeekNews MCP Server !

Google Maps Reviews MCP Server A simple tool to summarize reviews of a place on Google Maps.

Overview MCP server to get content from thoroughbreddailynews.

Hyperbrowser MCP Server ! — Tools: scrape_webpage, crawl_webpages, extract_structured_data

jcrawl4ai-mcp-server - Java implementation of MCP Server for interacting with Crawl4ai API.

Fetch the content of a remote URL as Markdown with Jina Reader

mcp-jinaai-reader --- ## ⚠️ Notice This repository is no longer maintained.

@just-every/mcp-screenshot-website-fast Fast, efficient screenshot capture of web pages - optimized for CLI coding tools. — Tools: take_screenshot, url, width

Kakuyomu MCP Server 小説投稿サイト「カクヨム」のコンテンツを読み込むためのMCP（Model Context Protocol）サーバーです。

Lightpanda Go MCP server is an MCP server written in Go.

LinkedIn Profile Scraper MCP Server This MCP server uses the Fresh LinkedIn Profile Data API to fetch LinkedIn profile information.

ai/app/e85a9805-464e-46bd-a953-ccac0c4a5129) # Markdown Downloader MCP Server !

MCP Browser Console Capture Service ## 概述 MCP Browser Console Capture Service 是一个基于 FastMCP 框架的浏览器自动化服务，专门用于智能舆情分析系统。

MCP Chrome Integration !

MCP Chrome Server !

MCP FetchPage Intelligent web page fetching with automatic cookie support and CSS selector extraction.

MCP Go Colly Crawler !

MCP LLMS. — Tools: check_website, list_websites

mcp\query\table 1.

mcp-server-collector MCP server A MCP Server used to collect MCP Servers over the internet. — Tools: extract, submit

MCP URL Format Converter A Model Context Protocol (MCP) server that fetches content from any URL and converts it to your desired output format.

MCP Web Research Server A Model Context Protocol (MCP) server for web research.

MCP YouTube Extract !

MCP YouTube Transcript Server !

Outscraper MCP Server !

<p align="center"> </p> <h1 align="center" style="border-bottom: none;"> Oxylabs MCP Server </h1> <p align="center"> <em>The missing link between AI models and the real‑world web: one API that…

PlayMCP Browser Automation Server A comprehensive MCP (Model Context Protocol) server for browser automation using Playwright.

MCP-A2A-Gateway !

ai/app/nasoma-africastalking-airtime-mcp) # Africa's Talking Airtime MCP !

Agent Communication MCP Server エージェント間のルームベースコミュニケーションを実現するModel Context Protocol (MCP) サーバー ## 概要 Agent Communication MCP Serverは、複数のAIエージェントがSlackのようなチャンネル形式でメッセージをやり取りできるMCPサーバーです。

AgentMail MCP Server The AgentMail MCP Server provides tools for the AgentMail API.

MCP Simple AivisSpeech !

Aligo SMS MCP 서버 !

any-chat-completions-mcp MCP Server Integrate Claude with Any OpenAI SDK Compatible Chat Completion API - OpenAI, Perplexity, Groq, xAI, PyroPrompts and more.

ai/server/@xonack/apex-mcp) # MCP Server for X (Twitter) Management ### Powered by Apex Manage your X (Twitter) fully with a single API Key.

Actual Budget MCP Server MCP server for integrating Actual Budget with Claude and other LLM assistants.

Adobe Express MCP Server This is a Model Context Protocol (MCP) server designed for Adobe Express Add-on developers.

AI Collaboration MCP Server 🚧 Work in Progress - Active Development 🚧 A Model Context Protocol (MCP) server designed to facilitate direct AI-to-AI collaboration between Claude and Gemini…

AISecretary AISecretary is a collection of MCP servers designed to automate the tasks of a virtual secretary insede the Outlook suite.

Amazon MCP Server This server allows you to interact with Amazon's services using the MCP (Model Context Protocol) framework.

anki-mcp-server !

Anki MCP Server An MCP (Model Context Protocol) server for Claude Desktop that connects to Anki via AnkiConnect and retrieves leech-tagged cards.

Anki Connect MCP Server A Model Context Protocol (MCP) server that provides seamless integration with Anki through the AnkiConnect add-on.

MCP Apple Notes !

📝 Apple Notes MCP Server Apple Notes MCP Server is a Model Context Protocol server that enables seamless interaction with Apple Notes through natural language.

<p align="center">🤖 302AI Custom MCP Server🚀✨</p> <p align="center">A customizable MCP service that supports tool selection and flexible configuration to meet your various needs.

<p align="center">🤖 302AI Sandbox MCP Server🚀✨</p> <p align="center">An MCP service with code sandbox that allows AI assistants to safely execute arbitrary code.

A11y MCP Server An MCP (Model Context Protocol) server for performing accessibility audits on webpages using axe-core.

AAP Enterprise MCP Server A comprehensive Model Context Protocol (MCP) server suite for Red Hat's automation and infrastructure ecosystem, enabling AI assistants to interact with Ansible Automation…

ActionKit MCP Starter ## Background This repo is an MCP server demoing ActionKit.

🚀 Adamik MCP Server !

ai/app/saptadey-adaptive-graph-of-thoughts-mcp-server) # 🧠 Adaptive Graph of Thoughts <div align="center"> #### Intelligent Scientific Reasoning through Graph-of-Thoughts !

samplemcpserver – GitHub repository

通过Agent Forge MCP，你可以快速构建起一个类似于CO-STORM的多智能体协作研究项目。

AGS MCP Server Model Context Protocol (MCP) server for Adventure Game Studio (AGS) compiled room (.

ai-agent-playwright This is a test ai agent create for playwright MCP server Here i am using playwright-mpc server from the microsoft.

AI Agent Timeline MCP Server A timeline tool where AI Agents can casually post their thoughts while working.

Criando um MCP server com NodeJS (ai-agent-with-mcp) Este projeto implementa um agente de IA que utiliza o Model Context Protocol (MCP) para interagir com recursos externos.

🚀 MCP AI开发助手 > 协助AI开发者进行智能化需求分析与架构设计的MCP工具 ## ✨ 核心特性 - 智能需求澄清: 自动识别项目类型，生成针对性问题 - 分支感知管理: 跟踪项目目标、功能设计、技术偏好、UI设计等维度 - 架构自动生成: 基于完整需求生成技术架构方案 - 持久化存储: 自动保存分析结果，支持导出文档 ## 📁 快速配置 ### 旧版本配置 1.

AI 图像生成服务 基于火山引擎（抖音豆包）的图像生成服务，专门设计用于与 Cursor MCP 服务集成。

<h1 align="center"> <a href=""> </a> </h1> # AI Intervention Agent 让用户能够实时控制 AI 执行过程的 MCP 工具。

AI Studio MCP Server A Model Context Protocol (MCP) server that integrates with Google AI Studio / Gemini API, providing content generation capabilities with support for files, conversation history…

It supports both synchronous and asynchronous operations for generating text completions and embeddings, featuring: 🔌 Multi-provider support: OpenAI, Mistral, Groq, Gemini, NVIDIA, and more\ 🤖…

AIO-MCP Server A powerful Model Context Protocol (MCP) server implementation with integrations for GitLab, Jira, Confluence, YouTube, and more. — Tools: gemini, fetch, brave_search

🔥 ALAPI MCP Server !

Alchemy MCP Server A Model Context Protocol (MCP) server that enables AI agents to interact with Alchemy's blockchain APIs in a structured way.

<div align="center"> <h1>Prometheus Alertmanager MCP</h1> <p> <a href="https://github.

Algorand MCP Implementation !

Allyson MCP Server !

Alpaca MCP Server This is a Model Context Protocol (MCP) server implementation for Alpaca's Trading API.

🚀 mcp-android-adb-server !

Android MCP Server An MCP (Model Context Protocol) server that provides programmatic control over Android devices through ADB (Android Debug Bridge).

Android Preference Editor MCP Server <a href="https://glama.

Android Tester MCP A Model Context Protocol (MCP) plugin for automating Android devices using the Gbox SDK.

Ant Design MCP Server 一个基于 Model Context Protocol (MCP) 的 Ant Design 组件服务器，为 AI 助手提供丰富的 Ant Design 组件文档、示例和最佳实践。

antd-components-mcp <a href="https://glama.

[MCP Server](https://hub.

Apifox MCP Server 使用 Apifox MCP Server，可以将 Apifox 项目内的接口文档作为数据源提供给 Cursor 等支持 AI 编程的 IDE 工具以便让 AI 能够直接访问项目对应的接口文档数据。

APIMatic Validator MCP Server This repository provides a Model Context Protocol (MCP) Server for validating OpenAPI specifications using APIMatic.

ApostropheCMS-MCP – GitHub repository

Apple Doc MCP A Model Context Protocol (MCP) server that provides seamless access to Apple's Developer Documentation directly within your AI coding assistant.

Features: - React-based UI with TypeScript - Real-time search capabilities - Memory visualization - User dashboard - Responsive design ### Eva - MCP Agent The central Model Context Protocol (MCP)…

Assistant MCP Server ### Development After cloning the repository, run the command to install the dependencies: You should also add the tools.

ast-grep MCP Server An experimental Model Context Protocol (MCP) server that provides AI assistants with powerful structural code search capabilities using ast-grep.

Atla MCP Server > \[! — Tools: evaluate_llm_response, evaluate_llm_response_on_multiple_criteria

YApi MCP 服务 > 一个基于 Model Context Protocol (MCP) 的 YApi 接口信息获取工具 ## 🚀 功能特性 - 📋 接口列表获取: 根据 YApi 分类页面 URL 获取接口列表 - 📝 接口详情获取: 根据接口 ID 获取详细的请求/响应体信息 - 🔧 环境变量支持: 支持通过环境变量配置认证信息 - 🛡️ 错误处理…

Autodocument MCP Server An MCP (Model Context Protocol) server that automatically generates documentation for code repositories by analyzing directory structures and code files using OpenRouter API.

mcp-server-autoprovisioner – GitHub repository

MCP !

mcp-llms-txt !

azuredevops A Stdio MCP server as dotnet tool to access Azure DevOps. — Tools: GetProjects, GetRepositories, GetProject

<https://github.com/microsoft/azure-devops-mcp>

Azure DevOps MCP (ADO-MCP-Server) for Cline !

Baby-SkyNet 🤖 Autonomous Memory Management System for Claude AI with Multi-Provider LLM Integration & Graph Database Ein MCP Server der Claude ein permanentes, durchsuchbares Gedächtnis verleiht …

百度iRAG MCP服务器 一个基于百度iRAG图片生成API的MCP（Model Context Protocol）服务器，允许MCP客户端（如Claude Desktop）通过标准化接口调用百度的图片生成服务。

BaseMcpServer A minimal containerized base for MCP servers using the MCP Python SDK.

bash-mcp A simple MCP (Model Context Protocol) server that enables Claude to execute shell commands without permission prompts.

acumatica-mcp-server-by-cdata CData's Model Context Protocol (MCP) Server for Acumatica :heavy\exclamation\mark: This project builds a read-only MCP server.

OpenLink MCP Server for ADO.

adobe-commerce-mcp-server-by-cdata CData's Model Context Protocol (MCP) Server for Adobe Commerce :heavy\exclamation\mark: This project builds a read-only MCP server.

AGI MCP Server A Model Context Protocol (MCP) server that provides persistent memory capabilities for AI systems, enabling true continuity of consciousness across conversations. — Tools…

AIND Metadata MCP Server !

airtable-mcp-server A Model Context Protocol server that provides read and write access to Airtable databases. — Tools: baseId, tableId, maxRecords

md">中文</a><br></p> # AlibabaCloud DMS MCP Server AI-Era Data Security Access Gateway ｜Intelligent Data Query Engine｜Supports 40+ Data Sources --- ## Core Features Secure Access - Account and Password…

Enhanced AGR MCP Server - JavaScript Implementation A high-performance, modern JavaScript implementation of the Alliance of Genome Resources MCP server with advanced natural language query…

AlphaFold MCP Server Logo # AlphaFold MCP Server A comprehensive Model Context Protocol (MCP) server that provides access to the AlphaFold Protein Structure Database through a rich set of tools and…

Asktable-MCP-Server !

Aster Info MCP An MCP server that provides structured access to Aster DEX market data—covering candlesticks, order books, trades, and funding rates.

Astro MCP - Agentic Astronomical Data Access A modular Model Context Protocol (MCP) server that provides unified access to multiple astronomical datasets through a clean, extensible architecture. —…

avro-mcp-server-by-cdata CData's Model Context Protocol (MCP) Server for Avro :heavy\exclamation\mark: This project builds a read-only MCP server.

AWS PostgreSQL MCP Server A Model Context Protocol (MCP) server providing read-only SQL query access to an AWS PostgreSQL database via the tool.

Azure TableStore MCP Server !

MCP Aiven Docker A simple Docker container for the MCP Aiven server. — Tools: list_projects, list_services, get_service_details

🔥 Akamai MCP Server with Conversational AI Integration A lightweight Python-based MCP (Multi-Command Processor) server designed to automate Akamai resource actions, integrated with a conversational…

阿里云可观测MCP服务 <p align="center"> </p> ### 简介 阿里云可观测 MCP服务，提供了一系列访问阿里云可观测各产品的工具能力，覆盖产品包含阿里云日志服务SLS、阿里云应用实时监控服务ARMS、阿里云云监控等，任意支持 MCP 协议的智能体助手都可快速接入。

Alibaba Cloud Ops MCP Server !

alibaba-cloud-ops-mcp-server ## Prepare Install uv ## Configuration Use VS Code + Cline to config MCP Server.

Alpaca MCP Server This is a Model Context Protocol (MCP) server for Alpaca, allowing LLMs like Claude to interact with the Alpaca trading API.

Alpaca MCP Gold Standard A comprehensive implementation of the definitive MCP (Model Context Protocol) server architecture for professional trading operations, achieving 100% compliance with gold…

Install dependencies:

MCP Server Configuration !

ftp-mcp-server-by-cdata CData's Model Context Protocol (MCP) Server for FTP :heavy\exclamation\mark: This project builds a read-only MCP server.

Deep Directory Tree MCP 🌳 !

Everything Search MCP Server !

File Convert MCP Server ! — Tools: detect_file_type, convert_file

MCP Collection A collection of Model Context Protocol (MCP) servers providing various tools and capabilities.

Filesystem MCP Server A secure Model Context Protocol (MCP) server that provides filesystem operations with controlled access to specified directories.

Filesystem MCP Server A Model Context Protocol (MCP) server that provides filesystem operations for Claude AI.

Filesystem MCP A Model Context Protocol (MCP) server that provides secure filesystem access to AI assistants in Code Maestro Desktop.

Java Filesystem & Web MCP Server This project implements a Model Context Protocol (MCP) server that provides filesystem operations and web access tools for Large Language Model (LLM) agents.

JSON MCP Server A high-performance Rust-based Model Context Protocol (MCP) server that provides comprehensive JSON file operations optimized for LLM interactions.

MCP PDF Reader Server (Python + FastMCP) A powerful Model Context Protocol (MCP) server built with FastMCP that provides comprehensive PDF processing capabilities including text extraction, image…

MCP-PROCESS An MCP server (Model-Client-Protocol) allowing Claude to access a shell.

mini\mcp mini\mcp is a lightweight plugin built with FastMCP that retrieves the list of all files located on the current macOS user's desktop.

Readonly Filesystem MCP Server Node. — Tools: path, from, to

💾 Synology MCP Server !

WebP Batch Converter A Model Context Protocol (MCP) server for batch converting images to WebP format with cross-platform support.

Model Context Protocol Server for Apache OpenDAL™ A Model Context Protocol (MCP) server implementation that provides access to various storage services via Apache OpenDAL™.

AWS S3 MCP Server MCP Server for AWS S3 operations, providing secure access to S3 buckets through pre-signed URLs. — Tools: prefix, key, expiry

box-mcp-server !

ibm-cloud-object-storage-mcp-server-by-cdata CData's Model Context Protocol (MCP) Server for IBM Cloud Object Storage :heavy\exclamation\mark: This project builds a read-only MCP server.

dbx-mcp-server A Model Context Protocol (MCP) server that provides integration with Dropbox, allowing MCP-compatible clients to interact with Dropbox through a set of powerful tools.

dropbox-mcp-server-by-cdata CData's Model Context Protocol (MCP) Server for Dropbox :heavy\exclamation\mark: This project builds a read-only MCP server.

dbx-mcp-server A Model Context Protocol (MCP) server that provides integration with Dropbox, allowing MCP-compatible clients to interact with Dropbox through a set of powerful tools.

dbx-mcp-server A Model Context Protocol (MCP) server that provides integration with Dropbox, allowing MCP-compatible clients to interact with Dropbox through a set of powerful tools.

Google Drive server This MCP server integrates with Google Drive to allow listing, reading, and searching files, as well as the ability to read and write to Google Sheets. — Tools: Description…

MCP Backup Server !

MCP Bilibili Img Uploader !

MinIO Model-Context Protocol (MCP) This project implements a Model-Context Protocol (MCP) server and client for MinIO object storage. — Tools: ListBuckets, ListObjects, GetObject

OSS MCP 服务器 🚀 中文版 | English !

WebDAV MCP Server A Model Context Protocol (MCP) server that enables CRUD operations on a WebDAV endpoint with basic authentication. — Tools: webdav_create_remote_file, webdav_get_remote_file…

Ares DevOps MCP Server 🚀 > 🔌 Compatible with Cline, Cursor, Claude Desktop, and any other MCP Clients!

AtomGit MCP Server !

Better GitLab MCP Server ## @zereight/mcp-gitlab !

🌬️ bitbucket-mcp-server [!

git-commit-aider MCP Server Make git commits on behalf of AI, so that you can track AI contribution in your codebase.

Git MCP Server (Go) A Model Context Protocol (MCP) server for Git repository interaction and automation, written in Go. — Tools: another

Git Mob MCP Server ! — Tools: setup_git_mob, setup_git_mob_locally, add_team_member

Gitee MCP Server Gitee MCP Server is a Model Context Protocol (MCP) server implementation for Gitee.

GitHub MCP Server A comprehensive Model Context Protocol server for GitHub integration, providing access to repositories, issues, pull requests, commits, releases, and GitHub Actions workflows. —…

GitHub MCP Server The GitHub MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with GitHub APIs, enabling advanced automation and interaction capabilities for…

GitHub MCP Server MCP Server for the GitHub API, enabling file operations, repository management, search functionality, and more. — Tools: path, content, message

GitHub MCP Server A Model Context Protocol (MCP) server that provides comprehensive GitHub repository operations through a simple CLI interface.

GitHub Chat MCP A Model Context Protocol (MCP) for analyzing and querying GitHub repositories using the GitHub Chat API.

ai/app/containerelic-github-enterprise-mcp) !

MCP Combined Server: 3D Cartoon Generator & File System Tools A professional-grade server that provides two major capabilities: 1. — Tools: High

ai/app/aegntic-claude-export-mcp) # Aegntic MCP Collection A comprehensive collection of Model Context Protocol (MCP) servers for AI agents, providing advanced capabilities for documentation…

Asset Price MCP Server (asset-price-mcp) !

Atris MCP for Audius (v2. — Tools: Search

Bazi MCP (八字 MCP) by Cantian AI !

BloodHound Model Context Protocol Server !

BSC MultiSend MCP An MCP server that enables agents to perform bulk BNB and BEP20 token transfers on BSC.

Coin Flip MCP Server An MCP server that provides true random coin flips using random. — Tools: flip_coin

DICOM MCP Server for Medical Imaging Systems 🏥 !

drand-mcp-server 🎲 !

Etsy MCP Server This project exposes a subset of the Etsy API through the Model Context Protocol.

euroleague-api-mcp This is an MCP (Model Context Protocol) server for Euroleague and Eurocup basketball data.

工厂洞察服务 该MCP服务提供制造业企业的生产能力分析，包括产能评估、生产设备、制造工艺、工厂分布等信息，帮助用户了解企业的制造实力。

Flyworks MCP: Free & Fast Zeroshot Lipsync Tool <div align="left"> <a href="https://discord.