Awesome MCP › Weekly › 2025-05-14

2025-05-14

470 projects added

MCP Cients

VectorInstitute/mcp-goodnews

MCP Goodnews is an MCP application that fetches and ranks positive news articles using a Cohere LLM to deliver uplifting news through Claude Desktop.

AIGODLIKE/GenesisCore

GenesisCore is a Blender addon that integrates multiple large language models via the Model Context Protocol to provide AI-driven automation and asset management within Blender.

gcc3/simple-ai-chat

Simple AI is an AI chat application supporting multiple large language models and the Model Control Protocol (MCP) with web and CLI interfaces.

3choff/mcp-chatbot

MCP Chatbot is a CLI-based chatbot demonstrating the integration of the Model Context Protocol (MCP) with dynamic tool discovery and multi-server support compatible with various LLM providers.

nick1udwig/kibitz

Kibitz is a professional coding agent that integrates with Anthropic API and supports Model Context Protocols for enhanced AI-driven coding assistance.

eechat is a powerful local AI chat application featuring MCP support for seamless integration and management of AI tools, emphasizing security, efficiency, personalization, and extensibility in AI conversations.

nguyenvanduocit/jira-mcp

Jira MCP is a Go-based Model Control Protocol connector that enables AI assistants like Claude to interact with Atlassian Jira for automated issue management, sprint planning, and workflow transitions.

apify/tester-mcp-client

Tester Client for Model Context Protocol (MCP) is an open-source MCP client that connects to MCP servers via Server-Sent Events, providing an interactive chat interface to test and interact with Apify Actors and dynamic tools.

fleuristes/fleur

Fleur is a desktop app marketplace for discovering, installing, and managing Model Context Protocol (MCP) apps for Claude Desktop and Cursor, designed for both non-technical users and developers.

MegaGrindStone/mcp-web-ui

MCP Web UI is a web-based user interface that acts as a Host within the Model Context Protocol architecture, providing a unified platform for interacting with multiple Large Language Models with advanced context management and real-time streaming capabilities.

Flux159/mcp-chat

mcp-chat is an open-source generic client for the Model Context Protocol (MCP) that enables testing and evaluation of MCP servers and agents through CLI and web interfaces.

danny-avila/LibreChat

LibreChat is an open-source, enhanced ChatGPT clone that integrates multiple AI models and supports the Model Context Protocol (MCP) for advanced AI assistant features, including no-code agents, secure code execution, multimodal interactions, and customizable conversation management.

vishalmysore/choturobo

Chotu Robo is a project that integrates Arduino-based robotics with AI using the MCP framework, enabling real-time AI-powered control of hardware components via NodeMCU ESP32 or Arduino Nano 368 boards.

Abiorh001/mcp_omni_connect

MCPOmni Connect is a universal CLI client that connects to multiple Model Context Protocol (MCP) servers, integrating various AI models and transport protocols to provide advanced task execution, tool orchestration, and resource management within the MCP ecosystem.

nerding-io/n8n-nodes-mcp

An n8n custom node that enables interaction with Model Context Protocol (MCP) servers, allowing AI-driven workflows to access and execute external tools and data sources through MCP.

NitroRCr/AIaW

AI as Workspace (AIaW) is a full-featured, cross-platform AI client supporting multiple AI providers and the Model Context Protocol (MCP) to enhance user productivity and experience with large language models.

shinzo-labs/coinmarketcap-mcp

An MCP implementation for the CoinMarketCap API providing standardized access to comprehensive cryptocurrency market data, exchange info, and blockchain metrics.

cognitivecomputations/dolphin-mcp

Dolphin MCP is a flexible Python library and CLI tool for interacting with Model Context Protocol (MCP) servers using any large language model, enabling conversational data access and tool integration.

humanlayer/agentcontrolplane

Agent Control Plane (ACP) is a cloud-native distributed scheduler for AI agents on Kubernetes, supporting asynchronous outer-loop agents with full Model Context Protocol (MCP) integration.

ggozad/oterm

Oterm is a versatile terminal client for Ollama that supports Model Context Protocol tools and prompts, enabling customizable and persistent chat sessions with AI models across multiple platforms.

block/goose

Goose is an open-source, extensible AI agent that autonomously automates complex software engineering tasks and integrates seamlessly with Model Context Protocol (MCP) servers.

AI-QL/chat-ui

AI-QL/chat-ui is a minimalist single-file HTML chatbot UI supporting multimodal inputs and Model Context Protocol for seamless integration with various AI backends.

zinja-coder/jadx-ai-mcp

JADX-AI-MCP is a JADX plugin integrating Model Context Protocol to enable AI-powered live reverse engineering, vulnerability detection, and code analysis of Android APKs using large language models like Claude.

chrishayuk/mcp-cli

MCP CLI is a versatile and feature-rich command-line interface for interacting with Model Context Protocol servers, supporting multiple LLM providers, operational modes, and advanced conversation and tool management.

cgoinglove/mcp-client-chatbot

MCP Client Chatbot is an open-source AI chatbot interface supporting multiple AI providers and seamless integration of external tools via the Model Context Protocol, designed for 100% local execution and user control.

cline/cline

Cline is an autonomous AI coding assistant integrated into your IDE that uses the Model Context Protocol to create and edit files, execute terminal commands, and interact with web applications safely and transparently with user approval at every step.

amidabuddha/console-chat-gpt

console-chat-gpt is a Python CLI tool that enables seamless interaction with multiple AI chat models, including support for the Model Context Protocol (MCP), providing a customizable and efficient command-line chat experience.

snyk/snyk-ls

Snyk Language Server (Snyk-LS) is a language server implementing the Language Server Protocol that integrates Snyk security tools into IDEs, providing real-time vulnerability diagnostics and code analysis with support for the Model Context Protocol (MCP).

eugeneyan/news-agents

News Agents is a terminal-based multi-agent news aggregation and summarization system that uses Model Context Protocol (MCP), Amazon Q, and tmux to fetch and summarize news from various sources in parallel.

ViaVersionMCP/ViaMCP

ViaMCP is a client-side implementation of the ViaVersion projects for Minecraft Coder Pack, enabling seamless switching and compatibility between different Minecraft protocol versions.

JohanLi233/viby

Viby is a terminal-based AI agent that uses the Model Context Protocol to provide intelligent, context-aware assistance for a wide range of tasks including shell command generation, natural conversations, and tool discovery.

VikashLoomba/copilot-mcp

A VSCode extension that integrates MCP servers with GitHub Copilot Chat, enabling seamless access to MCP tools and resources for enhanced AI-assisted coding.

punkpeye/mcp-client

A streamlined and user-friendly MCP client for Node.js that simplifies interaction with the Model Context Protocol by abstracting lower-level details and providing a convenient API.

ChatGPTNextWeb/NextChat

NextChat is a light and fast AI assistant platform supporting multiple AI models and operating systems, with privacy-focused local data storage and Model Context Protocol (MCP) support for enhanced AI interactions.

daltonnyx/AgentCrew

AgentCrew is a sophisticated multi-agent chat application supporting multiple LLM providers and the Model Context Protocol (MCP) for enhanced AI interactions across specialized agents.

VeyraX/veyrax-mcp

VeyraX MCP is an open protocol that provides a single authentication and connection point to access and manage custom tools across multiple MCP-compatible environments, streamlining tool integration for agentic LLMs.

ThinkInAIXYZ/deepchat

DeepChat is an open-source AI chat platform that unifies multiple large language models with advanced search enhancement and Model Controller Platform (MCP) support for tool integration and code execution.

yincongcyincong/mcp-client-go

mcp-client-go is a Golang client library that provides a unified API to integrate and interact with multiple Model Context Protocol (MCP) servers, simplifying service management and interoperability.

luohy15/y-cli

y-cli is a tiny terminal-based chat application that supports AI conversations with multiple bot configurations and integrates the Model Context Protocol (MCP) for enhanced client-server communication.

ahujasid/ableton-mcp

AbletonMCP integrates Ableton Live with Claude AI using the Model Context Protocol to enable AI-assisted music production and session control through two-way communication.

seekrays/seekchat

SeekChat is a sleek AI desktop assistant that integrates Model Context Protocol tools to enable AI-driven automation and control of computer tasks.

hao-cyber/phone-mcp

phone-mcp is a Model Context Protocol (MCP) plugin that enables comprehensive control of Android phones through ADB commands, integrating phone functionalities into AI assistants for automation and interaction.

udecode/plate-playground-template

A modern Next.js 15 template integrating the Plate AI editor with Model Context Protocol (MCP) for building AI-enhanced rich text editing applications.

sooperset/mcp-client-slackbot

A simple Slackbot client that uses the Model Context Protocol (MCP) to enhance its AI assistant capabilities with external tools and multi-LLM support.

mkinf-io/mkinf

The mkinf SDK is a toolkit that enables easy integration and interaction with mkinf hub MCP servers, providing access to specialized AI agents through a unified interface.

louiscklaw/hko-mcp

hko_mcp is a personal project that integrates with the Hong Kong Observatory using the Model Context Protocol (MCP) to fetch meteorological data, built with modern TypeScript tooling and testing practices.

CherryHQ/cherry-studio

Cherry Studio is a cross-platform desktop client supporting multiple LLM providers and featuring an MCP server, AI assistants, document processing, and practical AI tools for enhanced user experience.

MCP Frameworks and libraries

chkwon/PATHSolver.jl

PATHSolver.jl is a Julia package that provides a wrapper for the PATH Solver to solve mixed complementarity problems, integrating with MathOptInterface and JuMP for high-level modeling and optimization.

pcingola/a2a_min

a2a_min is a minimalistic Python SDK that implements the Agent-to-Agent (A2A) communication protocol, enabling AI agents to communicate using streaming and multimodal content with middleware support for logging and metrics.

jeanlucthumm/modelcontextprotocol-rust-sdk

An unofficial Rust SDK implementing the full Model Context Protocol specification to build MCP clients and servers for standardized context provision to large language models.

theronic/modex

Modex is a Clojure library implementing the Model Context Protocol to augment AI models with tools, resources, and prompts, providing native MCP server and client capabilities.

zortax/MinecraftInjectionAPI

MinecraftInjectionAPI is an API that uses MCP deobfuscation mappings to enable runtime injection of mods into Minecraft, allowing dynamic hooking into Minecraft methods even in obfuscated environments.

ondrsh/mcp4k

mcp4k is a Kotlin Multiplatform compiler-driven framework that implements the Model Context Protocol (MCP) to build type-safe clients and servers with automated JSON-RPC handling and lifecycle management.

IhateCreatingUserNames2/Cognisphere

Cognisphere ADK is an advanced AI agent development framework built on Google's ADK, featuring multi-agent architecture, persistent session management, and integration with Model Context Protocol servers for context-aware conversational AI.

vishalmysore/a2ajava

a2ajava is a pure Java implementation of Google's A2A protocol that enables building interoperable AI agents and MCP servers using simple annotations in Spring Boot applications.

ankorstore/yokai

Yokai is a simple, modular, and observable Go framework designed to simplify building production-grade backend applications, including support for Model Context Protocol (MCP) applications.

thestupd/nestjs-a2a

nestjs-a2a is a NestJS library that provides a complete and type-safe implementation of Google's Agent-to-Agent (A2A) protocol, enabling seamless creation and management of A2A-compatible agents within NestJS applications.

nagstler/mcp_on_ruby

MCP on Ruby is a Ruby implementation of the Model Context Protocol specification, providing a secure and standardized framework for AI applications to interact with external tools and data sources.

Oaklight/ToolRegistry

ToolRegistry is a Python library for managing and executing tools with support for multiple Model Context Protocol (MCP) transport methods and OpenAPI integration.

jeremychone/rust-agentic

Rust-agentic is a Rust support library for building Agentic applications and services based on the Model Context Protocol (MCP) and Agent-to-Agent (A2A) communication protocols, providing ergonomic APIs for MCP Client and Server components.

subeshb1/agenite

Agenite is a modular and type-safe TypeScript framework for building advanced AI agents with multi-provider support and Model Context Protocol integration.

hungryrobot1/MCP-PIF

MCP-PIF is a TypeScript implementation of the Model Context Protocol embodying the Personal Intelligence Framework to enable structured human-AI collaboration through modular tools and progressive interaction patterns.

sendaifun/solana-agent-kit

Solana Agent Kit is an open-source toolkit that enables AI agents to autonomously perform a wide range of actions on Solana blockchain protocols, integrating AI models with decentralized finance, NFTs, and cross-chain operations.

chuanqisun/react-agent-hooks

React Agent Hooks is a library that turns React hooks into tools for large language models, enabling AI agents to interact with and control application state in a safe, composable, and MCP-compatible manner.

rectalogic/langchain-mcp

langchain-mcp is a project that provides Model Context Protocol (MCP) tool support for the LangChain framework, enabling integration of MCP-compliant tools to enhance language model applications.

themanojdesai/python-a2a

Python A2A is a production-ready Python library that implements Google's Agent-to-Agent (A2A) protocol with full Model Context Protocol (MCP) integration, enabling seamless communication and collaboration between interoperable AI agents.

trpc-group/trpc-a2a-go

trpc-a2a-go is a Go implementation of the Agent2Agent (A2A) protocol by tRPC group, enabling AI agents to discover, communicate, and collaborate securely and efficiently through a standardized protocol.

azixaka/a2adotnet

A C#/.NET implementation of the Agent-to-Agent (A2A) protocol enabling interoperable communication and collaboration between AI agents through client and server libraries.

EmilLindfors/a2a-rs

a2a-rs is a Rust library implementing the Agent-to-Agent (A2A) Protocol with support for HTTP and WebSocket transports, asynchronous task handling, and secure communication using rustls TLS.

NPC-Worldwide/npcpy

npcpy is a Python-based AI toolkit and agent framework that enables developers to create, manage, and orchestrate AI agents and multi-agent systems using various LLM providers through a command-line interface and GUI.

goat-sdk/goat

GOAT is a comprehensive agentic finance toolkit that enables AI agents to perform autonomous financial activities using blockchain, cryptocurrencies, and wallets, with support for MCP and other agent frameworks.

google/A2A

Agent2Agent (A2A) is an open protocol by Google that enables secure communication and interoperability between diverse AI agents, fostering collaboration and innovation across different frameworks and ecosystems.

maton-ai/agent-toolkit

Maton Agent Toolkit is a library that enables integration of popular agent frameworks, including Model Context Protocol (MCP), with Maton APIs through function calling, supporting a wide range of API actions across multiple services.

chkwon/Complementarity.jl

Complementarity.jl is a Julia package that extends JuMP to model and solve mixed complementarity problems and mathematical programs with equilibrium constraints using specialized solvers.

IBM/wxflows

IBM/wxflows is a toolkit and example repository for building, running, and deploying AI applications and agents using the watsonx.ai Flows Engine, with support for the Model Context Protocol (MCP) and integrations with major AI frameworks.

agentrpc/agentrpc

AgentRPC is a universal RPC layer for AI agents that enables seamless connection to any function across languages and network boundaries, supporting the Model Context Protocol (MCP) and OpenAI-compatible tool definitions.

MCP Resources & Educational Materials

punkpeye/awesome-mcp-devtools

A curated list of developer tools, SDKs, libraries, and utilities for Model Context Protocol (MCP) server development.

ai-boost/agent2agent_doc

Agent2Agent (A2A) Protocol Documentation is a comprehensive web application providing detailed guidance, interactive examples, and multilingual support for understanding and implementing the A2A protocol for AI agent interoperability.

sinanuozdemir/oreilly-ai-agents

A comprehensive educational repository and course materials for understanding, implementing, and managing AI agents, with practical examples and integration of Model Context Protocol (MCP).

kimtth/mcp-remote-call-ping-pong

An experimental and educational Ping-Pong server demonstrating remote Model Context Protocol (MCP) calls via FastAPI and Server-Sent Events.

AlexMili/Awesome-MCP

Awesome MCP is a curated repository of resources, servers, SDKs, clients, and tools for the Model Context Protocol (MCP), enabling seamless integration of LLM applications with external data sources and tools.

MCP Servers

containerelic/github-enterprise-mcp

GitHub Enterprise MCP Server is an MCP server that integrates with GitHub Enterprise API to provide protocol-compliant access and management of GitHub Enterprise resources through MCP clients like Cursor and Claude Desktop.

marcelmarais/spotify-mcp-server

Spotify MCP Server is a lightweight Model Context Protocol server that enables AI assistants to control Spotify playback and manage playlists through natural language commands.

r-huijts/ns-mcp-server

An MCP server that integrates Claude AI with Dutch Railways (NS) real-time travel information, enabling AI assistants to provide comprehensive train schedules, disruptions, pricing, and station details for travel in the Netherlands.

aliyun/alibabacloud-adb-mysql-mcp-server

AnalyticDB for MySQL MCP Server is a universal interface enabling AI Agents to interact with AnalyticDB for MySQL databases through the Model Context Protocol, supporting SQL execution and metadata retrieval.

Morningstar/morningstar-mcp-server

Morningstar MCP Server exposes Morningstar's financial datapoint and editorial research tools via the Model Context Protocol (MCP) for seamless integration and access to trusted financial data and insights.

EnesCinr/twitter-mcp

twitter-mcp is an MCP server enabling clients to post and search tweets on Twitter through the Model Context Protocol.

cyberchitta/scrapling-fetch-mcp

Scrapling Fetch MCP is an MCP server that enables AI assistants to access and retrieve text content from bot-protected websites, supporting full page fetches and pattern-based content extraction with adjustable protection levels.

zinja-coder/apktool-mcp-server

apktool-mcp-server is an MCP server that integrates Apk Tool with Model Context Protocol to provide live, AI-assisted Android APK reverse engineering and vulnerability analysis.

yuniko-software/minecraft-mcp-server

Minecraft MCP Server is a bot powered by the Model Context Protocol and Mineflayer API that allows AI models like Claude to control a Minecraft character in real-time through natural language commands.

Prathamesh0901/zoom-mcp-server

Zoom MCP Server is an MCP server that enables managing Zoom meetings through AI tools like Claude and Cursor using a standardized Model Context Protocol interface.

GongRzhe/Image-Generation-MCP-Server

Image Generation MCP Server is an MCP server that enables text-to-image generation using the Replicate Flux model, integrated with Claude Desktop for easy deployment and use.

dogukanakkaya/pulumi-mcp-server

Pulumi-mcp-server is an MCP server implementation that integrates with MCP clients like Claude Desktop, VSCode, and Cline, enabling infrastructure as code management through Pulumi within the MCP framework.

adhikasp/mcp-linkedin

mcp-linkedin is an MCP server that provides tools to interact with LinkedIn's Feeds and Job API, enabling automated retrieval and analysis of LinkedIn feed posts and job listings.

roadwy/cve-search_mcp

An MCP server that enables querying and retrieving detailed CVE vulnerability data from the CVE-Search API, facilitating integration with MCP clients for enhanced security workflows.

rad-security/mcp-server

Rad Security MCP Server is an AI-powered Model Context Protocol server delivering comprehensive security insights for Kubernetes and cloud environments.

magnetai/mcp-free-usdc-transfer

An MCP server enabling free USDC transfers on the Base blockchain with Coinbase CDP MPC Wallet integration, supporting ENS and BaseName domain resolution for secure, feeless transactions.

pfldy2850/py-mcp-naver

py-mcp-naver is a server implementation of the Model Context Protocol (MCP) that provides tools to interact with various Naver OpenAPI services, enabling comprehensive search and data retrieval functionalities across multiple content types.

v-3/google-calendar

Google Calendar MCP Server enables Claude to interact with Google Calendar for managing events, meetings, and free time slots through Model Context Protocol tools.

GeLi2001/tft-mcp-server

TFT MCP Server is a Model Context Protocol server that provides access to Team Fight Tactics game data, including match history and detailed match information, via Riot Games API integration.

geoffsmith82/Symposium2023

Symposium2023 is a Delphi-focused project demonstrating a wide range of AI capabilities including voice recognition, text-to-speech, language translation, image generation, face detection, and a Media Context Protocol (MCP) server for querying weather conditions.

awkoy/replicate-flux-mcp

Replicate Flux MCP is an MCP server that enables AI assistants to generate high-quality customized images and SVG vector graphics using advanced AI models via the Replicate API.

ferdousbhai/wsb-analyst-mcp

wsb-analyst-mcp is an MCP server that analyzes real-time WallStreetBets data to provide market insights through integration with LLM clients like Claude Desktop.

andybrandt/mcp-simple-pubmed

An MCP server that enables AI systems to search, access abstracts, and download open access full texts from the PubMed medical research database via the Entrez API.

gotoolkits/mcp-difyworkflow-server

mcp-difyworkflow-server is an MCP server tool application that enables querying and invoking multiple custom Dify workflows on demand within the MCP framework.

a2aserver/a2a-go

a2aserver/a2a-go is a Go library for building servers that implement the Agent-to-Agent (A2A) communication protocol, providing flexible, compliant, and configurable tools for task management and real-time updates.

roychri/mcp-server-asana

mcp-server-asana is an MCP server implementation that enables AI tools to interact with the Asana API for managing projects, tasks, and workspaces through natural language queries.

GongRzhe/Gmail-MCP-Server

Gmail AutoAuth MCP Server is an MCP server enabling AI assistants to manage Gmail through natural language commands with full Gmail API integration and OAuth2 authentication support.

jfrog/mcp-jfrog

An experimental Model Context Protocol (MCP) Server for the JFrog Platform API that enables comprehensive repository management, build tracking, runtime monitoring, and artifact search functionalities.

SecretiveShell/MCP-searxng

MCP-searxng is an MCP server that connects agentic systems to web search systems using the searXNG metasearch engine, enabling integrated search capabilities within the MCP framework.

jinzcdev/markmap-mcp-server

Markmap MCP Server is an MCP-based server that converts Markdown text into interactive mind maps with multi-format export and interactive features.

Vortiago/mcp-azure-devops

MCP Azure DevOps Server is an MCP server that enables AI assistants to interact with Azure DevOps services through natural language commands, facilitating work item and project management.

zoomeye-ai/mcp_zoomeye

mcp_zoomeye is an MCP server that enables AI assistants and LLMs to query ZoomEye for network asset information using natural language, supporting enhanced cybersecurity and network analysis.

yanmxa/multicluster-mcp-server

The Multi-Cluster MCP Server is a gateway enabling Generative AI systems to interact with multiple Kubernetes clusters through the Model Context Protocol, facilitating multi-cluster management and resource operations.

atomicchonk/roadrecon_mcp_server

ROADrecon MCP Server is an MCP server that enables AI assistants like Claude to perform security analysis on Azure AD data collected by ROADRecon, providing resources, tools, and prompts for comprehensive security assessments.

awwaiid/mcp-server-taskwarrior

A Node.js MCP server implementation for TaskWarrior that enables viewing, adding, filtering, and completing tasks through the Model Context Protocol.

chatmcp/mcp-server-chatsum

mcp-server-chatsum is an MCP server that enables querying and summarizing chat messages to facilitate efficient chat data management and review.

kenliao94/mcp-server-rabbitmq

An MCP server implementation enabling MCP clients to interact with RabbitMQ queues and topics, facilitating message operations within the MCP framework.

privetin/dataset-viewer

An MCP server enabling browsing, analysis, and interaction with Hugging Face datasets through a comprehensive set of tools and API endpoints.

kenjihikmatullah/productboard-mcp

Productboard-mcp integrates the Productboard API into agentic workflows using the Model Context Protocol (MCP) to enable seamless data access and automation.

theishangoswami/exa-mcp-server

Exa MCP Server is an MCP server that enables AI assistants like Claude Desktop to perform real-time web searches using the Exa AI Search API, providing structured and controlled access to web information.

hannesj/mcp-openapi-schema

An MCP server that exposes OpenAPI schema information to Large Language Models, enabling detailed exploration and interaction with API specifications.

nota/gyazo-mcp-server

An official Model Context Protocol server enabling AI assistants to access, search, fetch, and upload Gyazo images with metadata and OCR support via the Gyazo API.

netwrix/mcp-server-naa

MCP Server for Netwrix Access Analyzer is a FastMCP-based server that integrates with Claude Desktop to provide advanced SQL Server data analysis and access management tools for Netwrix Access Analyzer data.

adityak74/mcp-scholarly

mcp-scholarly is an MCP server that enables accurate searching of academic articles, currently supporting arXiv and planning to add more scholarly vendors.

jaw9c/awesome-remote-mcp-servers

A curated and opinionated list of high-quality remote Model Context Protocol (MCP) servers for developers to discover reliable and production-ready services for AI applications.

stass/exif-mcp

exif-mcp is an MCP server that extracts and analyzes various image metadata segments offline, supporting multiple image formats and input sources, enabling detailed image metadata inspection and analysis within the MCP ecosystem.

daobataotie/mssql-mcp

MSSQL MCP Server is a Python-based MCP server enabling SQL database interaction and automated business intelligence insights for Microsoft SQL Server within the Model Context Protocol framework.

leonardsellem/n8n-mcp-server

n8n MCP Server is an MCP server that enables AI assistants to manage and execute n8n workflows through natural language commands and API integration.

da-okazaki/mcp-neo4j-server

MCP Neo4j Server is an MCP server that integrates Neo4j graph database with Claude Desktop, enabling natural language-based graph database operations through Cypher queries, node creation, and relationship management.

ricocf/mcp-wolframalpha

A Python-based MCP server and client integrating Wolfram Alpha API to enable advanced computational queries and structured knowledge retrieval in chat applications.

deepfates/mcp-replicate

mcp-replicate is an MCP server implementation that enables running and managing Replicate models through a tool-based interface compatible with MCP clients like Claude Desktop.

erithwik/mcp-hn

An MCP server that provides tools to fetch and interact with Hacker News data, enabling conversational access to stories, comments, and user information.

longevity-genie/biothings-mcp

biothings-mcp is an MCP server implementation for BioThings that provides standardized, validated, and structured access to biomedical data sources, enabling seamless integration with AI systems for advanced biomedical research and applications.

Gaffx/volatility-mcp

Gaffx/volatility-mcp is an MCP server integrating Volatility 3 memory forensics with FastAPI and MCP clients like Claude Desktop to enable AI-assisted, accessible memory analysis via REST APIs.

ruixingshi/deepseek-thinker-mcp

Deepseek Thinker MCP Server is an MCP provider that delivers Deepseek's reasoning content to MCP-enabled AI clients, supporting both OpenAI API and local Ollama server modes for enhanced AI reasoning and integration.

magarcia/mcp-server-giphy

mcp-server-giphy is an MCP server implementation that integrates the Giphy API to enable AI models to search, retrieve, and utilize GIFs with content filtering and metadata support.

ppl-ai/modelcontextprotocol

A Model Context Protocol server connector that integrates the Perplexity Sonar API to enable real-time web search within the MCP ecosystem, enhancing AI assistants like Claude with live research capabilities.

nick1udwig/ws-mcp

ws-mcp is a project that wraps Model Context Protocol (MCP) stdio servers with WebSocket, enabling flexible and accessible communication with MCP servers over WebSocket connections.

mfukushim/map-traveler-mcp

A virtual traveling bot environment for MCP that enables an avatar to travel on Google Maps, interact via MCP clients, and engage with social media during its journey.

philgei/mcp_server_filesystem

MCP Filesystem Server is an unofficial Proof of Concept implementation of a filesystem server using the Model Context Protocol (MCP) to enable secure directory access and integration with Claude Desktop.

emicklei/melrose-mcp

melrose-mcp is an MCP server that uses the melrōse tool to program and play musical expressions via MIDI devices, enabling dynamic music creation through the Model Context Protocol.

DealExpress/mcp-server

DealExpress/mcp-server is an MCP server implementation that enables large language models to interact with the DealX platform for searching ads and is designed for extensibility to add more functionalities.

kocierik/consul-mcp-server

Consul MCP Server is a Model Context Protocol server that provides standardized access to Consul's functionalities, including service management, health checks, key-value store operations, sessions, events, and system status.

Taidgh-Robinson/nba-mcp-server

NBA MCP Server is an MCP server for Anthropic's Claude LLM that provides real-time access to recent NBA games and detailed player statistics using the nba_api.

osomai/servicenow-mcp

osomai/servicenow-mcp is a Model Completion Protocol server implementation that enables AI model Claude to interact with ServiceNow instances for data retrieval, record management, and service catalog optimization.

amornpan/py-mcp-line

py-mcp-line is a Python-based Model Context Protocol server that provides standardized access to LINE Bot messages for Language Models through an asynchronous FastAPI server.

GeLi2001/shopify-mcp

Shopify MCP Server is an MCP server that enables MCP clients to interact with Shopify store data through the Shopify GraphQL Admin API, providing tools for managing products, customers, and orders.

0xDAEF0F/job-searchoor

Job Searchoor is an MCP server that delivers customized job listings based on user-defined filters such as keywords, posting date, and remote work options.

dkvdm/onepassword-mcp-server

An MCP server that securely retrieves credentials from 1Password for use by Agentic AI, enabling automated and secure credential handling in AI workflows.

BurtTheCoder/mcp-maigret

mcp-maigret is an MCP server that integrates with the Maigret OSINT tool to search usernames and analyze URLs across social networks, providing multi-format reports and seamless integration with MCP-compatible applications like Claude Desktop.

BurtTheCoder/mcp-shodan

mcp-shodan is an MCP server that provides structured access to Shodan's network intelligence and vulnerability data for comprehensive security analysis and network reconnaissance.

apimatic/apimatic-validator-mcp

APIMatic Validator MCP Server is an MCP-compliant server that validates OpenAPI 2.0 and 3.0 specifications using APIMatic's API, supporting JSON and YAML formats and integrating with tools like Claude Desktop.

Mtehabsim/ScreenPilot

ScreenPilot is an MCP server that enables large language models to fully control a device's graphical user interface through screen automation tools for tasks like screen capture, mouse and keyboard control, and element detection.

macrat/mcp-server-kintone

An MCP server for kintone that enables AI tools like Claude Desktop to explore and manipulate kintone data using natural language commands.

NON906/omniparser-autogui-mcp

An MCP server that uses OmniParser to analyze on-screen content and automatically operate the GUI, enabling automated interaction with graphical interfaces.

aarora79/aws-cost-explorer-mcp-server

An MCP server that enables natural language querying and analysis of AWS cloud spending data using AWS Cost Explorer and Amazon Bedrock model invocation logs through Anthropic's Claude model interface.

Dicklesworthstone/ultimate_mcp_server

Ultimate MCP Server is a comprehensive MCP-native AI agent operating system that provides unified access to a wide range of powerful tools and capabilities, enabling advanced AI agents to perform complex, multi-step tasks autonomously with optimized cost, performance, and quality.

co-browser/attestable-mcp-server

Attestable MCP server enabling remote attestation of running code via Intel SGX and RA-TLS to ensure code integrity and trustworthiness in MCP environments.

honeycombio/honeycomb-mcp

Honeycomb MCP is an MCP server that enables AI-driven querying and analysis of Honeycomb observability data across multiple environments for enterprise customers.

EduBase/MCP

EduBase MCP server implements the Model Context Protocol to enable AI models like Claude to interact with EduBase's e-learning platform, facilitating interactive and efficient digital learning.

john-zhang-dev/xero-mcp

Xero MCP Server is an MCP server enabling clients to securely interact with Xero Accounting Software for managing financial data and performing accounting operations.

singlestore-labs/mcp-server-singlestore

SingleStore MCP Server is an MCP-compliant server enabling natural language interaction and management of SingleStore services through LLM clients like Claude Desktop and Cursor.

66julienmartin/MCP-server-Qwen_Max

This project is an MCP server implementation for the Qwen Max language model, providing a configurable and efficient interface to leverage Qwen series models within the Model Context Protocol framework.

its-dart/dart-mcp-server

Dart-mcp-server is the official AI Model Context Protocol server for Dart, enabling AI-driven project management through standardized prompts, resource templates, and tools for task and document management.

stefanoamorelli/sec-edgar-mcp

SEC EDGAR MCP is an open-source MCP server that connects AI models to the SEC EDGAR dataset, enabling real-time access to official financial filings and data for research and investment insights.

PV-Bhat/vibe-check-mcp-server

Vibe Check MCP is an MCP server that enhances AI agent workflows by implementing metacognitive pattern interrupts to prevent errors like tunnel vision and over-engineering, using tools fine-tuned for pedagogy and metacognition.

SecretiveShell/MCP-wolfram-alpha

MCP-wolfram-alpha is an MCP server that connects chat REPLs to the Wolfram Alpha API, enabling computational intelligence queries within conversational AI environments.

tumf/web3-mcp

Web3 MCP is an MCP server implementation that provides standardized access to multi-chain blockchain data via Ankr's Advanced API, enabling LLMs to interact with blockchain information efficiently.

elkar-ai/elkar-a2a

Elkar is an open-source task management platform for AI agents based on the Agent2Agent (A2A) protocol, enabling seamless task orchestration, monitoring, and debugging in multi-agent systems.

AI-Agent-Hub/ai-agent-marketplace-index-mcp

AI Agent Marketplace Index Search MCP Server enables efficient searching and indexing of AI agents by keywords or categories, providing performance metrics and API integration within the MCP framework.

fastnai/mcp-fastn

Fastn Server is a scalable platform enabling dynamic tool registration and execution based on API definitions, integrating with AI assistants like Claude and Cursor for real-time, API-driven operations.

GongRzhe/REDIS-MCP-Server

REDIS-MCP-Server is a Model Context Protocol server that enables large language models to interact with Redis key-value databases through standardized tools for efficient data management.

StarRocks/mcp-server-starrocks

StarRocks MCP Server is an official Model Context Protocol server that bridges AI assistants with StarRocks databases, enabling SQL execution, database exploration, data visualization, and detailed schema and data overviews.

hannesj/mcp-graphql-schema

mcp-graphql-schema is an MCP server that exposes GraphQL schema information to Large Language Models, enabling them to explore and understand schema details through specialized tools.

luminati-io/brightdata-mcp

Bright Data MCP is a powerful Model Context Protocol server that enables AI agents and applications to access and extract real-time web data seamlessly, bypassing geo-restrictions and bot detection for enhanced AI capabilities.

jamsocket/forevervm

foreverVM is a platform for securely running AI-generated Python code in stateful sandboxes that maintain persistent execution contexts indefinitely.

mikegc-aws/Lambda-MCP-Server

Lambda MCP Server is a serverless implementation of a Model Context Protocol (MCP) tool server using AWS Lambda with streaming HTTP support, session state management, and integration with Amazon Bedrock and Nova Pro for building intelligent agents.

mzxrai/mcp-openai

MCP OpenAI Server is an MCP server that enables seamless use of OpenAI's chat models directly from the Claude Desktop application.

ravitemer/mcp-hub

MCP Hub is a centralized management server that coordinates multiple MCP servers, providing dynamic server management, real-time monitoring, and unified API access according to the MCP 2025-03-26 specification.

momentohq/mcp-momento

A Model Context Protocol server implementation for Momento Cache enabling cache management and retrieval operations through MCP.

anaisbetts/mcp-installer

mcp-installer is an MCP server that automates the installation of other MCP servers via natural language commands to Claude, supporting packages from npm and PyPi.

lloydzhou/bitable-mcp

An MCP server enabling access and interaction with Lark Bitable tables through the Model Context Protocol using predefined tools for listing, describing, and querying tables.

CorefluxCommunity/Coreflux-MQTT-MCP-Server

Coreflux MQTT MCP Server is an MCP server that connects to a Coreflux MQTT broker and provides MCP-compatible tools for AI assistants like Claude to manage Coreflux commands and actions.

hmk/attio-mcp-server

attio-mcp-server is an MCP server enabling AI-native CRM platform Attio to connect with MCP clients like Claude, facilitating reading and writing company records and notes through the Attio API.

oschina/mcp-gitee

mcp-gitee is an MCP server implementation for Gitee that provides tools for AI assistants to manage repositories, issues, pull requests, and notifications via Gitee's API.

thirdweb-dev/ai

thirdweb AI is a comprehensive toolkit that enables AI agents to interact with blockchains through data analysis, wallet management, decentralized storage, and natural language instructions, supporting the Model Context Protocol (MCP).

dinghuazhou/sample-mcp-server-tos

Sample TOS Model Context Protocol server implementation for retrieving and managing data from VolcEngine's TOS cloud storage service.

Omedia/mcp-server-drupal

A TypeScript-based companion MCP server for the Drupal MCP module that supports STDIO transport, providing secure and flexible integration with Drupal environments.

kagisearch/kagimcp

Kagi MCP server is an MCP server that integrates Kagi search and summarization tools into applications supporting the Model Context Protocol.

geropl/git-mcp-go

git-mcp-go is a Model Context Protocol server implemented in Go that enables comprehensive Git repository interaction and automation through MCP tools, supporting multiple repositories and integration with AI assistants.

zhixiaoqiang/antd-components-mcp

An MCP server providing detailed Ant Design component documentation, API, code examples, and changelogs to large language models for accurate and context-aware frontend development assistance.

tevonsb/homeassistant-mcp

A Model Context Protocol (MCP) server for Home Assistant that enables natural language control and real-time management of smart home devices through integration with Language Learning Models (LLMs).

pinkpixel-dev/mem0-mcp

mem0 MCP Server is a modern memory system that integrates with the Model Context Protocol to provide persistent memory capabilities for AI agents, supporting both cloud and local storage modes.

datastax/astra-db-mcp

Astra DB MCP Server is an MCP server enabling Large Language Models to interact with and manage Astra DB databases through various tools and integrations with MCP clients.

oatpp/oatpp-mcp

oatpp-mcp is an implementation of Anthropic's Model Context Protocol for the Oat++ framework, enabling structured interaction with large language models through prompts, resources, and tools over STDIO and HTTP SSE transports.

quarkiverse/quarkus-mcp-server

Quarkus MCP Server is an extension that enables developers to easily implement Model Context Protocol server features for seamless integration between LLM applications and external data sources and tools.

hjlarry/dify-plugin-mcp_server

dify-plugin-mcp_server is an extension plugin that transforms a Dify app into a Model Context Protocol (MCP) server, enabling MCP client communication via Streamable HTTP or SSE protocols.

djannot/puppeteer-vision-mcp

Puppeteer Vision MCP Server is an AI-powered web scraping tool that uses Puppeteer and Mozilla Readability to extract and convert webpage content to markdown, accessible via the Model Context Protocol.

kapilduraphe/webflow-mcp-server

Webflow MCP Server is an MCP server that enables the Claude AI assistant to interact with Webflow's APIs for managing and retrieving detailed information about Webflow sites.

smn2gnt/MCP-Salesforce

MCP Salesforce Connector is a server implementation that enables integration of Salesforce with the Model Context Protocol, allowing LLMs to query and manipulate Salesforce data via SOQL, SOSL, and REST APIs.

stefanoamorelli/hyprmcp

Hyprland MCP Server is an unofficial MCP server that exposes Hyprland's hyprctl functionality to language models, enabling natural language control of the Wayland compositor.

daobataotie/CAD-MCP

CAD-MCP Server is a project that enables controlling multiple CAD software through natural language instructions by integrating natural language processing with CAD automation technology.

Pratyay/mac-monitor-mcp

MacOS Resource Monitor MCP Server is a lightweight MCP server that monitors and reports resource-intensive processes on macOS by analyzing CPU, memory, and network usage, providing real-time data in JSON format for integration with LLMs.

nspady/google-calendar-mcp

Google Calendar MCP Server is an MCP server enabling LLMs to manage Google Calendar events through a standardized interface with advanced features like event creation from images, calendar analysis, and event coordination.

fr0gger/MCP_Security

MCP_Security is a project implementing an MCP server to query the ORKL API for threat intelligence, providing tools to fetch and analyze threat reports, actors, and sources for enhanced cybersecurity.

GongRzhe/terminal-controller-mcp

Terminal Controller for MCP is a secure MCP server that enables standardized terminal command execution, directory navigation, and file system operations through MCP clients like Claude Desktop and Cursor.

yuanoOo/oceanbase_mcp_server

OceanBase MCP Server is a secure Model Context Protocol server enabling AI assistants to interact with OceanBase databases by listing tables, reading data, and executing SQL queries through a controlled interface.

prajwalnayak7/mcp-server-redis

mcp-server-redis is an MCP server that facilitates interaction with Redis and AWS Memory DB for caching and key-value storage use cases, providing a comprehensive set of Redis operations through a standardized protocol interface.

anshumax/world_bank_mcp_server

The World Bank MCP Server is an MCP implementation that enables AI assistants to access and analyze economic and social indicators from the World Bank's open data API.

GongRzhe/JSON-MCP-Server

JSON MCP Server is an MCP server implementation that enables querying and manipulating JSON data through standardized tools and extended JSONPath operations.

ProgramComputer/NASA-MCP-server

NASA MCP Server is a Model Context Protocol server that provides a standardized interface for AI models to access and interact with over 20 NASA data sources through a unified MCP-compliant API.

Spathodea-Network/opencti-mcp

OpenCTI MCP Server is a Model Context Protocol server that enables standardized querying and retrieval of cyber threat intelligence data from the OpenCTI platform.

privetin/chroma

An MCP server implementation using Chroma that provides vector database capabilities for semantic document search, metadata filtering, and document management with persistent storage.

pskill9/hn-server

Hacker News MCP Server is a Model Context Protocol server that fetches and provides structured data for various types of Hacker News stories, enabling easy integration with MCP clients like Claude.

isdaniel/mcp_weather_server

An MCP server providing weather information using the Open-Meteo API, offering current weather, weather by date range, and current datetime tools.

dynatrace-oss/dynatrace-mcp

Dynatrace MCP Server is a remote MCP server that integrates Dynatrace observability data into development workflows for real-time monitoring, problem detection, and automated notifications.

lenwood/cfbd-mcp-server

cfbd-mcp-server is an MCP server that enables natural language queries to access comprehensive college football statistics and data from the College Football Data API within Claude Desktop.

yuna0x0/hackmd-mcp

hackmd-mcp is a Model Context Protocol server that integrates HackMD's note-taking platform with AI assistants, enabling comprehensive note and team management through the HackMD API.

edgee-cloud/mcp-server-edgee

Edgee MCP Server is a TypeScript-based server implementation for the Edgee API that enables comprehensive management of organizations, projects, components, and users through the Model Context Protocol.

andybrandt/mcp-simple-openai-assistant

MCP Simple OpenAI Assistant is an MCP server that enables Claude and other tools to create and interact with OpenAI GPT-based assistants through the Model Context Protocol.

mektigboy/server-hyperliquid

An MCP server implementation integrating the Hyperliquid SDK to provide cryptocurrency market data tools accessible via the Model Context Protocol.

stefanoamorelli/nasdaq-data-link-mcp

Nasdaq Data Link MCP is an MCP server that provides AI-powered natural language access to extensive financial and economic datasets from Nasdaq Data Link through MCP-compatible clients.

evalstate/mcp-miro

mcp-miro is an MCP server that enables programmatic interaction and automation with the MIRO Whiteboard Application, supporting features like sticky creation, board manipulation, and AI integration via Claude.

PaddleHQ/paddle-mcp-server

PaddleHQ/paddle-mcp-server is an MCP server that enables AI-powered interaction with the Paddle Billing API for managing products, billing, subscriptions, and financial reports.

reading-plus-ai/mcp-server-deep-research

MCP Server for Deep Research is a tool that transforms research questions into comprehensive, well-cited reports through a structured workflow involving question elaboration, subquestion generation, web search, content analysis, and report generation.

xxxbrian/mcp-rquest

mcp-rquest is an MCP server that enables realistic browser-like HTTP requests with accurate TLS/JA3/JA4 fingerprints and supports converting PDF and HTML to Markdown for enhanced LLM processing.

devhub/devhub-cms-mcp

DevHub CMS MCP is a Model Context Protocol integration that enables Large Language Models to manage content and media within the DevHub CMS platform efficiently.

spgoodman/createveai-nexus-server

Createve.AI Nexus Server is an open-source MCP implementation that bridges AI agents with enterprise systems, enabling secure, real-time integration and deployment of AI capabilities across diverse data sources and applications.

ArchAI-Labs/fastmcp-sonarqube-metrics

FastMCP SonarQube Metrics is a FastMCP-based project that provides tools to programmatically access and analyze SonarQube project metrics, facilitating integration and reporting within the Model Context Protocol framework.

mikechao/brave-search-mcp

An MCP Server implementation integrating the Brave Search API to provide web, image, news, video, and local points of interest search capabilities within the MCP framework.

isnow890/naver-search-mcp

Naver-search-mcp is an MCP server that integrates Naver Search and DataLab APIs to provide comprehensive search and data trend analysis capabilities across various Naver services for AI client applications.

openbnb-org/mcp-server-airbnb

Airbnb MCP Server is an MCP server that enables searching and retrieving detailed Airbnb listing data programmatically without requiring an API key.

slouchd/cyberchef-api-mcp-server

CyberChef API MCP Server is an MCP server that interfaces with the CyberChef Server API to enable automated data processing and transformation using CyberChef's tools through any MCP-compatible client.

ahujasid/blender-mcp

BlenderMCP integrates Blender with Claude AI using the Model Context Protocol to enable AI-driven 3D modeling, scene creation, and manipulation through two-way communication and command execution.

rishabkoul/iTerm-MCP-Server

iTerm MCP Server is an MCP server implementation that enables AI assistants to interact with iTerm2 terminals on macOS, providing terminal session management, command execution, and output reading capabilities.

StevenStavrakis/obsidian-mcp

obsidian-mcp is an MCP server that enables AI assistants to interact with Obsidian vaults, providing tools for managing notes and tags through reading, creating, editing, and organizing content.

baryhuang/mcp-server-aws-resources-python

A Python-based MCP server that enables Claude to execute boto3 code for querying and managing AWS resources with sandboxing and containerization.

kpsunil97/devrev-mcp-server

DevRev MCP server is a Model Context Protocol server that enables searching and retrieving information using DevRev APIs, integrating with Claude Desktop for enhanced data access.

mberg/kokoro-tts-mcp

Kokoro Text to Speech MCP Server generates MP3 audio from text input with optional AWS S3 upload, configurable voice, speed, and language settings, designed for MCP-based systems.

ccbikai/github-stars

A Cloudflare-powered MCP Server enabling natural language search and querying of GitHub starred repositories using semantic search and AI-driven embeddings.

Arindam200/devto-mcp

Dev.to MCP Server is an implementation of the Model Context Protocol that allows AI assistants to access, search, and manage Dev.to content including articles and user information.

leehanchung/bing-search-mcp

An MCP server integrating Microsoft Bing Search API to enable AI assistants to perform web, news, and image searches through the Model Context Protocol.

jhgaylor/node-candidate-mcp-server

A Model Context Protocol (MCP) server library that provides LLMs with structured access to candidate information including resume, LinkedIn, GitHub, and personal website data, along with tools for interaction and contacting the candidate.

rember/rember-mcp

Rember MCP is an MCP server that enables the AI assistant Claude to create spaced repetition flashcards from chats and PDFs by integrating with the Rember platform.

GongRzhe/Langflow-DOC-QA-SERVER

Langflow-DOC-QA-SERVER is a TypeScript-based Model Context Protocol server that enables document question and answer functionality through a Langflow backend, demonstrating core MCP concepts.

amornpan/py-mcp-mssql

py-mcp-mssql is an asynchronous Python-based Model Context Protocol server that provides standardized access to Microsoft SQL Server databases, enabling Language Models to inspect schemas and execute SQL queries via API endpoints.

tacticlaunch/mcp-linear

MCP Linear is an MCP server that enables AI assistants to interact with the Linear project management system through natural language commands to manage issues, projects, and teams efficiently.

Fibery-inc/fibery-mcp-server

Fibery MCP Server is an MCP server that integrates Fibery with LLM providers supporting MCP, enabling natural language interaction with Fibery workspace data.

peakmojo/mcp-hubspot

MCP-HubSpot is an MCP server that enables AI assistants to interact with HubSpot CRM data efficiently using vector storage and caching to overcome API limitations and improve response times.

nickpending/mcp-recon

mcp-recon is a conversational reconnaissance interface and MCP server that enables natural language web domain analysis using tools like httpx and asnmap through the Model Context Protocol.

k-jarzyna/mcp-miro

MCP Miro Server is a Model Context Protocol server that integrates with the Miro platform, enabling AI assistants like Claude to access and manage Miro boards through a standardized interface.

seekrays/mcp-monitor

mcp-monitor is a system monitoring tool that exposes real-time system metrics through the Model Context Protocol (MCP) for use by MCP-compatible large language models.

GongRzhe/Quickchart-MCP-Server

Quickchart-MCP-Server is a Model Context Protocol server that generates various types of charts using QuickChart.io by converting Chart.js configurations into chart URLs or downloadable images.

esignaturescom/mcp-server-esignatures

mcp-server-esignatures is an MCP server for eSignatures that provides tools and APIs to manage electronic signature workflows, contract templates, and collaboration within the eSignatures platform.

screenshotone/mcp

ScreenshotOne MCP Server is an official MCP server implementation that integrates ScreenshotOne's API to render website screenshots within the Model Context Protocol framework.

tinyfish-io/agentql-mcp

AgentQL MCP Server is an MCP server that integrates AgentQL's web data extraction capabilities, enabling structured data extraction from web pages through the Model Context Protocol.

Simon-Kansara/ableton-live-mcp-server

Ableton Live MCP Server is an MCP protocol-based server enabling communication and control of Ableton Live via OSC for integration with LLMs and MCP clients.

AshDevFr/discourse-mcp-server

Discourse MCP Server is a Node.js implementation of the Model Context Protocol enabling search operations on Discourse forums through an MCP-compatible API.

longyi1207/glean-mcp-server

An MCP server implementation integrating the Glean API to provide search and chat functions, deployable via Docker and compatible with Claude Desktop.

Laksh-star/mcp-server-tmdb

TMDB MCP Server is an MCP server integrating The Movie Database API to provide movie search, recommendations, trending movies, and detailed movie information for use with Claude Desktop.

wildfly-extras/wildfly-mcp

WildFly MCP integrates WildFly server management with Generative AI using the Model Context Protocol, enabling natural language interaction through AI chatbots and MCP servers.

webscraping-ai/webscraping-ai-mcp-server

A Model Context Protocol (MCP) server implementation integrating with WebScraping.AI to provide advanced web data extraction and scraping capabilities through various tools and configurations.

baryhuang/mcp-headless-gmail

MCP Headless Gmail Server is a Model Context Protocol server enabling headless, remote Gmail access and email operations without local credential or token setup, designed for containerized and decoupled environments.

danilop/MCP2Lambda

MCP2Lambda is a project that enables running AWS Lambda functions as tools for Large Language Models using Anthropic's Model Context Protocol, allowing secure and seamless interaction with private and external resources.

IhateCreatingUserNames2/Aira

AIRA Hub is a FastAPI-based platform for managing Model Context Protocol (MCP) tools and Agent-to-Agent (A2A) skills with secure OAuth 2.1 authentication, enabling agent registration, discovery, and tool sharing in a networked environment.

shannonlal/mcp-postman

MCP Postman Server is an MCP server that runs Postman collections using Newman, enabling LLMs to execute and analyze API tests through a standardized interface.

strowk/foxy-contexts

Foxy Contexts is a Golang library for building declarative Model Context Protocol (MCP) servers with support for tools, resources, prompts, and multiple transport mechanisms.

BurtTheCoder/mcp-virustotal

mcp-virustotal is an MCP server that integrates with the VirusTotal API to provide comprehensive security analysis and detailed relationship data for URLs, files, IPs, and domains through MCP-compatible applications like Claude Desktop.

adenot/mcp-google-search

mcp-google-search is an MCP server that provides web search and webpage content extraction using Google Custom Search API, enabling integration of search and reading functionalities within the MCP ecosystem.

cohnen/mcp-google-ads

An MCP tool that integrates Google Ads with Claude AI and Cursor, enabling natural language conversation-based analysis and management of advertising data including campaigns, keywords, and budgets.

cyanheads/obsidian-mcp-server

Obsidian MCP Server is a secure and efficient Model Context Protocol server that enables large language models to interact with Obsidian vaults for advanced AI-driven knowledge base management.

Automata-Labs-team/code-sandbox-mcp

code-sandbox-mcp is an MCP server that provides a secure, isolated Docker-based sandbox environment for executing code safely within AI applications.

wong2/awesome-mcp-servers

A curated list of Model Context Protocol (MCP) servers showcasing reference implementations and official production-ready integrations for diverse AI-powered applications.

skydeckai/mcp-server-rememberizer

MCP Server Rememberizer is an MCP server that enables Large Language Models to semantically search, retrieve, and manage documents and integrations within Rememberizer's knowledge management system.

r-huijts/opentk-mcp

OpenTK MCP server provides AI assistants with standardized access to Dutch parliamentary data from the Tweede Kamer, enabling advanced search, retrieval, and analysis of parliamentary documents and activities.

fotoetienne/gqai

gqai is a lightweight proxy that converts GraphQL endpoints into Model Context Protocol (MCP) tools, enabling AI models to call GraphQL operations as tools seamlessly.

eschnou/OpenGPA

OpenGPA is a free, open-source, self-hosted General Purpose Agent platform that supports multi-step reasoning, tool use, and integration with Model Context Protocol for secure and extensible AI agent development.

mongodb-js/mongodb-mcp-server

A Model Context Protocol server enabling interaction and management of MongoDB databases and MongoDB Atlas clusters through standardized MCP tools.

kopfrechner/gitlab-mr-mcp

GitLab MR MCP is an MCP server enabling AI agents to interact with GitLab repositories for managing merge requests and issues efficiently.

riza-io/riza-mcp

Riza MCP Server is an MCP server implementation that wraps the Riza API to provide isolated and secure code execution tools for LLM-generated code through the Model Context Protocol.

getfounded/mcp-tool-kit

MCP Tool Kit is a modular server and agentic abstraction layer for building high precision vertical AI agents using the Model Context Protocol, enabling complex tool orchestration and autonomous workflows.

takashiishida/arxiv-latex-mcp

arxiv-latex-mcp is an MCP server that enables precise interpretation of mathematical expressions in arXiv scientific papers by processing their original LaTeX sources for use with MCP clients like Claude Desktop and Cursor.

sunsetcoder/flightradar24-mcp-server

Flightradar24 MCP Server is an MCP server that integrates with Claude Desktop to provide real-time flight tracking and status information using Flightradar24 data.

akseyh/bear-mcp-server

Bear MCP Server is a Model Context Protocol server that enables access, search, and management of notes stored in the Bear note application's SQLite database.

datastrato/mcp-server-gravitino

mcp-server-gravitino is an MCP server providing FastMCP integration and metadata management APIs for Apache Gravitino services.

Rai220/think-mcp

Think MCP is an MCP server implementing the "think" tool to enable structured reasoning and improved decision-making in agentic AI workflows.

ttommyth/interactive-mcp

interactive-mcp is a local MCP server enabling interactive prompts, notifications, and chat sessions between LLMs and users on their local machines.

MFYDev/ghost-mcp

Ghost MCP Server is a Model Context Protocol server enabling comprehensive management of Ghost CMS through LLM interfaces like Claude, supporting a wide range of content and user management features.

hellokaton/unsplash-mcp-server

Unsplash MCP Server is an MCP server enabling advanced image search and seamless integration of Unsplash's photo library into applications.

LuniaKunal/mcp-twitter

mcp-twitter is a Twitter MCP Server that enables programmatic management of Twitter accounts using the Model Context Protocol with features like timeline retrieval, tweet posting, and direct messaging.

integration-app/mcp-server

Integration App MCP Server is an implementation of the Model Context Protocol server that exposes tools powered by Integration App, enabling integration and management of application actions as tools.

longmans/coin_api_mcp

Coin MCP Server is a Model Context Protocol server that provides AI applications with access to comprehensive cryptocurrency data from CoinMarketCap, including listings, quotes, and detailed coin information.

SaseQ/discord-mcp

discord-mcp is an MCP server enabling AI assistants to seamlessly interact with Discord, providing extensive automation and management capabilities for Discord servers through the Model Context Protocol.

ZubeidHendricks/youtube-mcp-server

YouTube MCP Server is an MCP server implementation that enables AI language models to interact with YouTube content for video, channel, and playlist management through a standardized interface.

nickclyde/duckduckgo-mcp-server

DuckDuckGo MCP Server is an MCP server that provides web search and content fetching capabilities through DuckDuckGo, optimized for large language model consumption and integrated with Claude Desktop.

KyrieTangSheng/mcp-server-nationalparks

The National Parks MCP Server is an MCP server that provides real-time, detailed information about U.S. National Parks through the National Park Service API, supporting various queries about parks, alerts, visitor centers, campgrounds, and events.

Harry-027/JotDown

Jotdown is an MCP server that enables large language models to create and update Notion pages and generate markdown books, facilitating intelligent content management and publishing workflows.

rohitg00/awesome-devops-mcp-servers

A curated list of Model Context Protocol (MCP) servers focused on DevOps tools and capabilities, enabling AI-driven management of cloud infrastructure, container orchestration, and cloud services.

GoPlausible/algorand-mcp

An implementation of the Model Context Protocol (MCP) for Algorand blockchain, providing server and client packages for blockchain interactions, wallet management, and transaction signing.

Kong/mcp-konnect

Kong/mcp-konnect is an MCP server enabling AI assistants to query and manage Kong Konnect API Gateway configurations, traffic, and analytics through natural language interaction.

apeyroux/mcp-xmind

MCP XMind Server is a Model Context Protocol server that enables advanced analysis, querying, and task management of XMind mind maps with secure directory access and multi-file support.

orellazri/coda-mcp

Coda MCP Server is an MCP server implementation that enables AI assistants and other MCP clients to interact with and manage Coda documents programmatically through the Coda API.

mailgun/mailgun-mcp-server

Mailgun MCP Server is an implementation of the Model Context Protocol server enabling AI clients like Claude Desktop to interact with Mailgun's email APIs for sending emails and retrieving statistics.

oceanbase/mcp-oceanbase

mcp-oceanbase is a repository providing Model Context Protocol (MCP) servers for secure interaction with OceanBase database and its cloud platforms.

jedisct1/fastly-openapi-schema

An unofficial, comprehensive OpenAPI 3.0 specification and MCP server implementation for the Fastly API, optimized for AI agents to interact with Fastly services via natural language and standardized protocols.

Fewsats/fewsats-mcp

Fewsats-mcp is an MCP server that integrates with Fewsats to enable AI Agents to securely purchase items through a set of payment-related tools and APIs.

ZilongXue/claude-post

ClaudePost is an MCP server that enables seamless and secure email management through natural language conversations with Claude, supporting email search, reading, and sending.

whataboutyou-ai/eunomia-mcp-server

Eunomia MCP Server is an extension of the Eunomia framework that integrates with MCP servers to enforce data governance policies on LLM-based text pipelines within the MCP ecosystem.

tavily-ai/tavily-mcp

Tavily MCP server is an implementation of the Model Context Protocol that enables AI assistants to access and interact with real-time web data through advanced search, extraction, mapping, and crawling tools.

snagasuri/deebo-prototype

Deebo is an autonomous debugging agent MCP server that accelerates AI coding agents' debugging process by launching automated investigations and providing multi-threaded debugging support.

descope-sample-apps/descope-mcp-server-stdio

Descope MCP Server is a server implementation that interfaces with Descope's Management APIs using the Model Context Protocol to manage user data and audit logs within Descope projects.

ivo-toby/contentful-mcp

An MCP server implementation for Contentful's Content Management API enabling comprehensive content management, bulk operations, and smart pagination optimized for large language models.

starwind-ui/starwind-ui-mcp

Starwind UI MCP Server is a TypeScript-based local MCP server implementation that enhances AI tools by providing specialized tools for working with Starwind UI components.

axiomhq/mcp-server-axiom

mcp-server-axiom is an MCP server implementation for Axiom that enables AI agents to query data using Axiom Processing Language through MCP tools.

gleanwork/mcp-server

The Glean MCP Server is an MCP-compliant server that integrates Glean's enterprise knowledge and AI assistant capabilities with MCP clients for enhanced search and interaction.

akuity/argocd-mcp

argocd-mcp is an MCP server implementation for Argo CD that enables AI assistants to manage Kubernetes applications through natural language interaction and integrates with various MCP clients.

zerubeus/elektron-mcp

Elektron MCP is an MCP server enabling LLMs like Claude to control Elektron Digitone synthesizers via MIDI for advanced AI-driven sound design and parameter manipulation.

Shy2593666979/mcp-server-email

MCP Email Server is a Model Context Protocol server that enables large language models to send emails with attachments and search for files in directories, supporting secure SMTP transmission and integration with platforms like Claude.app.

fosdickio/binary_ninja_mcp

A Binary Ninja plugin implementing an MCP server and bridge to enable seamless integration with MCP clients for AI-assisted reverse engineering workflows.

mamertofabian/elevenlabs-mcp-server

ElevenLabs MCP Server is an MCP server integrating ElevenLabs text-to-speech API, providing audio generation, multi-voice support, and a sample web client for managing voice tasks.

jagan-shanmugam/climatiq-mcp-server

Climatiq MCP Server is an MCP server that integrates with the Climatiq API to enable AI assistants to perform real-time carbon emission calculations and provide climate impact insights.

adhikasp/mcp-reddit

mcp-reddit is a Model Context Protocol server that provides tools for fetching and analyzing Reddit content, including hot threads, detailed posts, and comments from various subreddits.

r-huijts/firstcycling-mcp

An MCP server providing comprehensive professional cycling data from FirstCycling, enabling detailed analysis of riders, races, and historical cycling statistics.

v-3/discordmcp

Discord MCP Server enables large language models like Claude to interact securely with Discord channels by sending and reading messages through Discord's API using the Model Context Protocol.

rohans2/mcp-google-sheets

MCP-Google-Sheets is a TypeScript MCP server enabling AI agents to securely interact with Google Sheets through well-typed tools supporting OAuth2 and Service-Account authentication.

cyanheads/git-mcp-server

Git MCP Server is a robust Model Context Protocol server that enables AI agents and tools to perform comprehensive Git operations programmatically and securely via the MCP standard.

joshrutkowski/applescript-mcp

applescript-mcp is a Model Context Protocol server that enables AI applications to interact with macOS through AppleScript, providing control over system functions, files, notifications, and more.

aaronsb/google-workspace-mcp

An MCP server providing authenticated, integrated access to Google Workspace APIs for Gmail, Calendar, and Drive management through a secure and user-friendly interface.

mark3labs/mcp-go

A Go SDK implementing the Model Context Protocol (MCP) to enable seamless integration between LLM applications and external data sources and tools.

calvernaz/alphavantage

An MCP server that provides standardized access to Alphavantage stock market data API for applications using the Model Context Protocol.

iflytek/ifly-workflow-mcp-server

The iFlytek Workflow MCP Server is an implementation of an MCP server that enables calling and managing iFlytek workflows through MCP tools, supporting advanced workflow orchestration and multi-model integration for intelligent business process automation.