Discover Awesome MCP Servers

WorkplaceSearchAgent MCP Server

Enables AI agents to search, retrieve, and summarize content from workplace tools including Google Drive, Notion, Slack, and Confluence through secure Model Context Protocol.

MCP (Model Context Protocol) Server

A server implementation demonstrating how AI models can interact with external tools and services through Model Context Protocol, featuring integrations for calculator functions, GitHub repositories, and Google Maps searches.

Strava Coach MCP Server

Enables AI assistants to access Strava running data, route planning, and weather information for intelligent running coaching.

Gunsnation MCP

AI-ready MCP server that gives assistants real-time access to the Gunsnation firearms catalog.

GitHub MCP Server

Provides 29 Git operations and 11 workflow combinations for AI assistants and developers, enabling comprehensive Git repository management through a standardized interface.

deepq-financial-toolkit

The MCP provides comprehensive financial data and analytical tool support for AI large language models, specifically including the following five core data capabilities: Stock Analysis/ETF Analysis/Public Funds/News & Information/General Tools More Info: https://github.com/shenqingtech/deepq-finan

Databricks Custom MCP Server

Enables LLMs to retrieve Tokyo Stock Exchange stock information and execute SQL queries on Databricks SQL warehouses, deployed as a Databricks App.

batman-mcp

MCP server for managing developer escalation (Batman system) to resolve incidents during sprints, with tools for developer CRUD, unavailability, authentication, and Batman assignment.

Agent-Comm-Hub

Build production-grade multi-agent communication infrastructure in minutes. Real-time messaging, task scheduling, shared memory, and trust-based evolution — all via MCP + SSE.

mcp-oceanbase

mcp-oceanbase

Sharingan Visual Prowess MCP

A neuromorphic visual processing system that combines visual memory storage with creative generation capabilities, using a 7-database architecture to simulate brain regions for comprehensive sensory-cognitive AI processing.

Vibing Steampunk (vsp)

An ADT-to-MCP bridge that enables AI assistants to read, write, debug, deploy, and test SAP ABAP code through natural language.

Solr MCP

Un servidor de Python que permite a los asistentes de IA realizar consultas de búsqueda híbridas en índices de Apache Solr a través del Protocolo de Contexto de Modelo, combinando la precisión de las palabras clave con la comprensión semántica basada en vectores.

Simple MCP Server

A TypeScript starter template for building MCP servers with example tools (echo, math operations, time, flight status) and resources (server info, greetings). Provides a modular architecture for easily extending with custom tools and resources.

CodeFlow MCP Server

Enables AI assistants to analyze codebases through semantic search, call graph generation, and function metadata extraction. Provides real-time code analysis with persistent vector storage for understanding complex code structures and relationships.

Shopify MCP Server

Enables interaction with Shopify stores through the GraphQL Admin API. Supports product management, customer data, order queries, blog/article management, and store-wide search capabilities through natural language.

codetree

Gives coding agents structured code understanding via tree-sitter with 23 tools and 10 languages, enabling precise queries instead of reading entire files.

Strata Memory MCP Server

Enables AI agents to manage hierarchical memory with Markdown-based storage, tiered architecture (L0-L3), and hybrid retrieval for transparent and persistent context.

MCP AbuseIPDB Server

Provides threat intelligence lookups against the AbuseIPDB database, enabling IP reputation checks, CIDR block analysis, and log enrichment. It features intelligent caching and rate limiting to efficiently manage API usage for security analysis and automated workflows.

safeskill

Runs a one-click security audit on your MCP setup, scanning packages for vulnerabilities and assigning a score from 0-100 with actionable recommendations.

taw-computer

An MCP server that provides AI agents with a full Ubuntu desktop environment inside Docker, enabling them to perform complex computer tasks like browsing, coding, testing, and GUI automation.

Qiita MCP Server

A comprehensive MCP server that enables AI to interact with all 68 functions of the Qiita API v2, covering articles, comments, tags, and team management. It allows users to perform CRUD operations on Qiita content and manage interactions through natural language.

moo-mcp

MCP server for LambdaMOO administration. Connects to a MOO's admin port over TCP and exposes tools for eval, verb/property management, and inheritance chain walking.

Crawl4Claude

A comprehensive, domain-agnostic documentation scraping and AI integration toolkit. Scrape any documentation website, create structured databases, and integrate with Claude Desktop via MCP (Model Context Protocol) for seamless AI-powered documentation assistance.

Ollama MCP Example Server

A simple MCP server that exposes stock price lookup tools, demonstrating how to set up MCP from scratch with Ollama.

Zeek-MCP

A Model Context Protocol server that integrates Zeek network analysis capabilities with LLM chatbots, allowing them to analyze PCAP files and parse network logs through natural language interactions.

MCP Sequence Simulation Server

Enables the generation, mutation, and evolution of DNA and protein sequences using various evolutionary models and phylogenetic algorithms. It supports realistic next-generation sequencing read simulation and population-level evolutionary tracking for bioinformatics research and testing.

calculator

A fully functional calculator server based on Model Context Protocol (MCP), providing rich mathematical operation functions It includes 13 specialized mathematics modules such as basic arithmetic, radical operations, trigonometric functions, logarithmic operations, statistics, combinatorial mathemat

Meta Ads MCP

Servidor de Protocolo de Contexto del Modelo (MCP) para interactuar con la API de Meta Ads

note-post-mcp

MCP server for automating article posting to note.com from Markdown files using Playwright.