Discover Awesome MCP Servers

Meraki MCP

Provides dynamic access to 400+ Meraki Dashboard API endpoints with intelligent discovery, plus advanced compliance auditing (PCI DSS, HIPAA, SOC2, ISO 27001, NIST), backup/restore operations, and network security analysis. Enables natural language queries to manage Meraki networks without pre-defined tools.

REMnux MCP Server

Enables AI assistants to execute malware analysis tools on a REMnux system via Docker, SSH, or local connections. It provides automated file-type analysis, structured tool discovery, and security guardrails for streamlined malware investigation.

NASA MCP Server

A Model Context Protocol server that provides a standardized interface for AI models to interact with NASA's vast array of data sources including APOD, Mars Rover photos, satellite imagery, and space weather data.

Qdrant MCP Server

Enables storing and retrieving information using semantic search with Qdrant vector database. Acts as a memory layer for LLMs to persistently store and semantically search through information and metadata.

Agent Index MCP Server

Enables users to search and discover over 500 AI agent endpoints and x402 APIs directly from MCP-compatible clients like Claude and Cursor. It provides tools to query endpoints by keyword, category, or capability while offering access to detailed provider statistics.

Google Forms MCP Server

Enables interaction with Google Forms API to create forms, add questions, and retrieve responses through natural language commands.

bach-whatsapp_number_validators

An MCP server for the WhatsApp Number Validators API that enables users to verify WhatsApp registration and business account status for single or bulk phone numbers. It also provides phone number validation with suggested alternatives for invalid entries across different countries.

Pydantic AI Documentation Server

Provides programmatic access to Pydantic-AI documentation as an MCP server, enabling retrieval of specific documents, listing of topics, and access to changelog information.

git MCP server

MCP Server for the Slack API, enabling Claude to interact with Slack workspaces.

NetBox MCP Server

Enables read-only interaction with NetBox network documentation and infrastructure data through LLMs. Allows querying devices, sites, IP addresses, and viewing change history via natural language.

Remote MCP Server

A Cloudflare Workers-based Model Context Protocol server that enables Claude Desktop and other MCP clients to connect and use mathematical tools via a secure OAuth login.

Ant Design Components MCP Server

Exposes Ant Design component documentation to Large Language Models, allowing LLMs to explore and understand Ant Design components through specialized tools for listing components, viewing documentation, inspecting props, and browsing code examples.

Chroma MCP Server

Enables LLMs to perform semantic search and document management using ChromaDB, supporting natural language queries with intuitive similarity metrics for retrieval augmented generation applications.

MCP DevOps Hub

MCP server for end-to-end development visibility (Jira, GitHub, CI/CD, etc.)

Cox's Bazar AI Itinerary MCP Server

Provides travel planning tools for Cox's Bazar, Bangladesh, including weather forecasts, AI-powered itinerary generation, and pre-configured travel planning prompts.

Zotero MCP Server

Enables semantic search and management of Zotero reference libraries using PostgreSQL with pg-vector and OpenAI/Ollama embeddings. Provides AI-powered search, full-text extraction, metadata access, annotations, notes, tags, and collections management.

MCP Swagger Server

An MCP server that provides access to Swagger/OpenAPI documentation and allows making API requests based on the specification.

Intervals.icu MCP Server

Connects Claude with the Intervals.icu API to retrieve fitness data including activities, workouts, wellness metrics, and training events.

MCP based Math Drawing Client

Agentic MCP Client Server that solves a math task and draws output in rectangle in a drawing app.

MCP Server Demo

A monorepo containing three Model Context Protocol (MCP) servers that enable natural language interaction with databases, GitHub repositories, and time/timezone services.

Senior Developer Job Description MCP Server

Provides hiring guides and discovery checklists to help users craft compelling job descriptions for senior developer roles. It includes tools to analyze existing descriptions against best practices and generate clarifying questions to fill information gaps.

OnSched Consumer API MCP Server

An MCP server that enables interaction with OnSched's consumer-facing appointment scheduling API through natural language, allowing users to manage bookings, appointments, and scheduling operations.

Marketing Connect MCP Services

A Model Context Protocol server for Marketing Connect AI integrations that provides tools, resources, and prompts for AI models to interact with marketing systems and data.

Simple MCP Server

A demonstration server implementing the Model Context Protocol (MCP) that provides three basic tools: echo, calculator, and current time functionality.

Postgres MCP Server

A Model Context Protocol server that enables querying PostgreSQL databases with tools for executing SELECT queries, inspecting database schemas, and listing tables through natural language.

LudusMCP

An MCP server that enables management and deployment of Ludus lab environments through natural language commands. It provides comprehensive tools for range lifecycle management, configuration validation, and documentation research within virtualized training infrastructures.

Stelo Workaround MCP

Enables querying Dexcom Stelo glucose data by importing Clarity CSV exports into SQLite and providing MCP endpoints for glucose readings, statistics, and time-in-range analysis.

Generic MCP Server Template

A framework to use with AI to easily create a server for any service. Just drop the API Documentation in it and ask to create the MCP.

BrowserStack MCP server

BrowserStack MCP server

Meme MCP Server

A Model Context Protocol server that enables AI models and tools to generate meme images from user prompts using the ImgFlip API.