Discover Awesome MCP Servers

DiffGate

Diffgate MCP server acts as a code review engine, enabling AI coding agents to analyze and validate code diffs before application. It enhances AI workflows by providing self-checking capabilities to optimise and secure code changes.

stitch-bridge

MCP server that gives AI coding agents the ability to design UIs through Google Stitch. It generates production-ready HTML and screenshots from natural language prompts.

Zhipu Web Search MCP

Baseado na ferramenta de busca na web do ZhiPu AI.

Revit MCP Server

Allows AI assistants to interact with Autodesk Revit through the MCP protocol, enabling the AI to create, modify, and delete elements in Revit projects.

Digital Guitar Archive MCP Server

Enables AI assistants to search and retrieve records from the Digital Guitar Archive database using full-text search and field-specific filters. It provides tools for fetching detailed record information and listing historical source libraries.

Hangfire MCP Server

Enables monitoring and managing Hangfire background jobs, including job lists, retries, recurring tasks, and statistics, directly from VS Code Copilot and other MCP clients.

ai-readme-manager

A smart documentation system that helps AI assistants understand and follow your project's conventions by automatically discovering, routing, and managing AI_README.md guide files.

PostgreSQL MCP Server

Provides secure, read-only access to PostgreSQL databases for schema inspection and data querying. It enables users to list tables, describe structures, and execute SELECT statements while strictly blocking destructive operations.

upstox-mcp-server

Enables LLM agents to analyze portfolios and execute orders on the Indian stock market via Upstox API v2 using natural language.

javalens-mcp

An MCP server providing 63 semantic analysis tools for Java, built directly on Eclipse JDT for compiler-accurate code understanding.

Remote Memory MCP Server

Manages knowledge graph data synchronized with GitHub repositories, enabling remote storage and collaboration of memory entities, relationships, and observations.

GTD Manager MCP Server

Implements the Getting Things Done methodology with custom meeting SOPs, enabling capture, processing, and context-based management of tasks and projects, integrated with AI assistants via MCP.

sitemd

Static site generator / website building toolkit for AI coding agents like Claude, Codex, Cursor, Gemini, OpenClaw, etc. No subscription, no lock-in — host your site anywhere.

Bing Ads MCP Server

Production-grade MCP server for Microsoft Advertising (Bing Ads) API. Enables Claude to manage Bing/Microsoft Ads accounts with full campaign, ad group, keyword, and performance analysis capabilities.

Google Drive server

Integra-se com o Google Drive para permitir listar, ler e pesquisar arquivos, com exportação automática de documentos do Google Workspace para formatos apropriados.

mcp-publix

An MCP server that enables users to search for Publix products, find store locations, and browse weekly deals. It provides detailed information including product prices, aisle locations, and store operating hours.

Polar MCP Server

An MCP server for the Polar AccessLink API. Connect your Polar fitness data to Claude AI - access workouts, sleep analysis, recovery metrics, heart rate data, and more.

SureChEMBL MCP Server

A comprehensive Model Context Protocol (MCP) server for accessing the SureChEMBL chemical patent database.

SnapStack Server

Enables MCP-capable LLM clients to read browser screenshots captured by the SnapStack extension, stored locally and served over Streamable HTTP.

jira-mcp

MCP server for Jira Server/Data Center, enabling issue management, comments, attachments, JQL search, and more through natural language.

mcp-playwright-tools

Playwright browser automation tools for MCP enabling navigation, interaction, content extraction, and semantic locators.

paper-intelligence

A local-first database and assistant layer for organizing, analyzing, and retrieving research papers efficiently.

Google Ads API v20 MCP Server

Provides comprehensive access to Google Ads API v20, enabling AI assistants to manage campaigns, accounts, assets, and reporting through natural language. It features automatic retry logic, GAQL query support, and advanced functionality for Performance Max and Demand Gen campaigns.

Flint Note

Provides an agent-first note-taking system designed from the ground up for AI collaboration. Organizes your notes as a local vault of ordinary markdown files with semantic note types.

Ambient Code Platform MCP Server

Enables delegation of agentic sessions to Kubernetes-hosted Claude agents running on the Ambient Code Platform. Supports creating, managing, and communicating with remote AI agent sessions through OpenShift authentication.

realestate-mcp

MCP server for real estate agents with 12 tools covering floor plans, virtual tours, property descriptions (EN/FR), price estimation, property comparison, staging suggestions, neighborhood analysis, 3D previews, French DPE energy diagnostic, and live DVF transaction data.

Disney Parks MCP Server

Provides access to Disney parks data including attractions, dining locations, height requirements, Lightning Lane status, and other park information for Walt Disney World and Disneyland resorts through structured queries and fuzzy search.

Pine Script MCP Server

Enables AI assistants to look up any Pine Script function, search TradingView documentation, and find code examples in real time.

mcp-memory

A drop-in replacement for Anthropic's memory server that utilizes SQLite to ensure data integrity and concurrent access. It enhances the original functionality with semantic search capabilities using vector embeddings and ONNX models.

iron-manus-mcp

Enables AI workflow orchestration with an 8-phase process, task delegation via Todos, and role-based agent specialization for complex multi-step tasks.