Discover Awesome MCP Servers

Titan MCP

A unified browser automation protocol that connects AI agents to multiple automation backends including Selenium, Playwright, and Puppeteer. It provides a centralized interface for agents to navigate websites, execute JavaScript, and manage web interactions across various browser engines.

StoryLenses MCP Server

AI cover letter generation for agents. 5 composable tools that analyze job postings (15+ structured fields), match candidate profiles against roles, generate story-driven cover letters using narrative archetypes, and quality-score the results. Supports English, German, Spanish, and Portuguese. The first production MCP server for job applications.

Neo4j Server

Este servidor permite la interacción entre las bases de datos Neo4j y Claude Desktop, permitiendo a los usuarios ejecutar consultas Cypher, crear nodos y establecer relaciones en la base de datos.

Perplexity Web MCP

Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, Claude 4.6 Opus, Gemini 3.1 Pro, etc.) via MCP tools, CLI, or API, with support for deep research, model council, and multi-turn conversations.

Encoder AI MCP

Encoder AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

GitHub Code Review Assistant

Enables AI assistants to perform comprehensive GitHub pull request code reviews, including analysis of code patterns, complexity, and security issues, while managing review comments and ensuring compliance with team coding standards.

SiYuan Note MCP Server

Enables AI assistants to interact with SiYuan Note for comprehensive notebook management, document editing, and block-level content operations. It supports advanced features like full-text search and SQL queries via secure API integration.

GeoIP MCP Server

An MCP server that provides IP geolocation services using MaxMind's GeoIP2 databases, allowing users to retrieve geographical information for single or multiple IP addresses including country, city, coordinates, and ASN details.

mac-messages-mcp

Enables sending and reading iMessages and SMS messages through the macOS Messages app via MCP.

async-bash-mcp

An MCP server for spawning and managing bash commands asynchronously. Run multiple shell commands in parallel and check their progress independently.

runframe-mcp-server

Enables managing incident response workflows including incidents, on-call, postmortems, and more through the Runframe platform using MCP tools.

datalikers-mcp

MCP server for DataLikers — 29 hand-built tools for Instagram & TikTok data: user search by demographics (gender/age/race/country), profiles, engagement, hashtags, locations, business accounts, top-users. Local stdio via npx -y datalikers-mcp, requires only DATALIKERS_KEY.

MCP RAG Server

Provides Retrieval-Augmented Generation capabilities by parsing documents (PDF, Markdown) and storing them in ChromaDB for semantic search and context retrieval.

opendexter

An MCP server that enables AI agents to search, pay for, and call paid APIs using the x402 protocol, with automatic USDC settlement.

io.github.chicogong/ffvoice

MCP server for offline speech-to-text and speaker diarization, enabling AI agents to transcribe audio locally without cloud APIs.

Miro MCP

Servidor Miro MCP, que expone todas las funcionalidades disponibles en el SDK oficial de Miro.

A Model Context Protocol Server for the UK Science Museum Group API

Servidor MCP para el Grupo del Museo de la Ciencia del Reino Unido

CKAN MCP Server

Enables AI assistants to search, explore, and query any CKAN open data portal through natural language, making public datasets accessible without requiring knowledge of the portal's API.

Demo MCP Server

A comprehensive TypeScript boilerplate MCP server featuring domain-driven design and dynamic component loading. Provides example tools for calculations and text processing, system resources, and writing assistance prompts.

mcp-db-server

Enables querying PostgreSQL and MySQL databases using natural language, with RESTful endpoints for listing tables, describing schemas, and executing read-only queries.

mcp-prompts-rs

Servidor basado en Rust para gestionar prompts de IA utilizando el Protocolo de Contexto de Modelo (MCP).

MCP Java Testing Agent

Automates Java/Maven test generation, JaCoCo coverage analysis, and Checkstyle checking through MCP tools. Enables iterative improvement of test coverage and code style until quality goals are met.

MCP Weather Server

Enables AI agents like GitHub Copilot to retrieve real-time weather data for any city using the Open-Meteo API, no API key required.

You Need A Budget (YNAB) MCP

An MCP to give AI agents extensive knowledge of your personal finances and control of your budgeting.

Giphy MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the Giphy API, allowing agents to search, retrieve, and manage GIF animations through natural language commands.

Semantic Cache MCP

Reduces token consumption by over 80% through intelligent file caching, returning only diffs for modified files and suppressing unchanged content. It features a suite of 12 tools for semantic search, batch reading, and efficient file editing to optimize LLM interactions with large codebases.

Linux MCP Server

Exposes full Linux system control to AI clients via MCP tools for bash execution, file operations, and search, with configurable permissions and audit logging.

Memory MCP

A Rust-based MCP server that provides long-term memory capabilities for AI agents using keyword-based storage and retrieval. It supports isolated namespaces for different users or projects, allowing LLMs to remember and recall information across sessions.

tes-mcp-server

Exposes public weather and climate data through a standardized API, allowing AI agents to retrieve current conditions, 7-day forecasts, and historical data. It enables weather-aware automation and data enrichment for conversational agents and travel planning.

ChemDraw Server

Provides chemical informatics endpoints for converting between chemical names and SMILES, processing molecule structures, and comparing molecules, with MCP compatibility.