Discover Awesome MCP Servers

math-logic-mcp

MCP server that gives small LLMs verified symbolic-math & logic tools.

Bonsai-mcp

Um servidor de Protocolo de Contexto de Modelo que integra o Claude com o Blender, permitindo que os usuários analisem e interajam com modelos de construção IFC (Industry Foundation Classes) através de comandos em linguagem natural.

outline-mcp-server

Integrates Outline Wiki with AI assistants like Claude Desktop, enabling search, create, update documents, list collections, and more.

QA Copilot MCP Server

Enables AI assistants to summarize Playwright test runs, identify flaky tests, heuristically triage failures, generate Playwright test stubs, and retrieve recent GitHub CI status through MCP tool calls.

MCP Holded

A Model Context Protocol (MCP) server for the Holded Invoice API. This server allows AI assistants like Claude to interact with Holded's invoicing, contacts, products, and more.

Central-Memory-MCP

Model Context Protocol (MCP) memory server built with Azure Functions and TypeScript, providing persistent knowledge graph storage for your preferred MCP client. Inspired by and forked from @modelcontextprotocol/server-memory

Perplexity MCP Server (Python)

A Python port of the official Perplexity MCP server that enables web-grounded Q\&A, deep research, and step-by-step reasoning via Perplexity AI's models. It supports both STDIO and HTTP interfaces for seamless integration with tools like Claude Desktop and Cursor.

Best Practices MCP Server

Provides Python and FastAPI coding best practices with searchable guidelines, code review capabilities, and actionable improvement suggestions with examples across general coding, performance, and code quality categories.

Cloudflare DNS MCP Server

Enables AI assistants to manage Cloudflare DNS zones and records, including listing, creating, updating, and deleting DNS records through natural language.

Salesforce MCP Server for Heroku

Enables AI agents to interact with Salesforce CRM data by executing SOQL queries and managing records. It provides tools for object metadata discovery and record operations, specifically optimized for Heroku deployment.

MarkItDown MCP

Converts various file types (documents, images, audio, web content) to markdown format without requiring Docker, supporting PDF, Word, Excel, PowerPoint, images, audio files, web URLs, and more.

naukri-job-scraper-mcp

Enables automated scraping of Naukri.com job listings, extracting structured data such as job titles, companies, salaries, locations, skills, and descriptions for use in AI-driven workflows.

AItomation MCP relay

Enables external AI applications to access MCP tools by providing a user-hosted HTTPS endpoint that forwards requests to a paired desktop client.

mermaid-ai-links MCP

Enables AI hosts to generate and open Mermaid diagram links in Markdown files, providing tools for syncing, listing, and injecting diagrams via the Mermaid.ai editor.

Internal Documentation Search

Exposes an internal engineering knowledge base to AI assistants, allowing users to search and retrieve standards, runbooks, and architecture decisions. It supports RAG-enhanced search, document scraping, and specialized prompts for incident investigation and code reviews.

xlsx-drive-mcp

An MCP server that lets AI agents read and write .xlsx files stored on Google Drive.

mcp-retrieval

An MCP server providing web search, image search, and page scraping tools to LLMs without requiring API keys.

MCP Server AntV

A Model Context Protocol server that provides AntV visualization library documentation and code examples to AI assistants, supporting G2, G6, and F2 libraries for data visualization workflows.

make-chatgpt-site

MCP server that lets MCP clients inspect, create, update, and deploy ChatGPT Sites through a local Codex installation.

n8n-mcp

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to n8n node documentation, properties, and operations, enabling them to build and validate workflows.

MCP-Creator-MCP

A meta-MCP server that helps users create new MCP servers through AI guidance, templates, and streamlined workflows, transforming ideas into production-ready implementations with minimal effort.

Context7 MCP

Fetches up-to-date, version-specific documentation and code examples from the source and adds them to your LLM prompts, helping eliminate outdated code generations and hallucinated APIs.

woodpecker-mcp

MCP server that connects AI assistants to Woodpecker CI for debugging pipeline failures, analyzing build logs, and troubleshooting CI/CD configurations.

EvHenter MCP

An event aggregation platform that enables users to search, retrieve, and create event data using a Sanity.io backend. It provides specialized tools for managing event details, locations, categories, and venues through the Model Context Protocol.

React Native Upgrader MCP

Streamlines React Native CLI project upgrades by providing automated tools to generate detailed diffs and migration guidance between any React Native versions. Uses rn-diff-purge to help developers seamlessly upgrade or downgrade their projects with step-by-step instructions.

Simple PostgreSQL MCP Server

Um projeto modelo para construir servidores MCP personalizados que permite acesso direto a bancos de dados PostgreSQL, possibilitando a execução de consultas SQL e a recuperação de informações de esquema através do Protocolo de Contexto de Modelo.

Hong Kong Catholic Mass Schedule MCP Server

Provides Hong Kong Catholic mass schedule data, allowing AI assistants to search churches, find mass times, and get parish information for the Catholic Diocese of Hong Kong.

js-reverse-analyzer

Provides JavaScript reverse engineering capabilities including static analysis, dynamic execution, and bypassing anti-bot protections like Cloudflare 5-second challenge.

remote-mcp-server-authless

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling connection to AI Playground or Claude Desktop via mcp-remote proxy.

GraphRAG MCP

A local-first MCP server that transforms crypto whitepapers into a knowledge graph and vector corpus, enabling entity-filtered RAG question answering with optional knowledge graph enrichment.