Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

A high-performance service to convert PDFs from local files or URLs into Markdown using the Mistral AI OCR API.

Extract text, images, and perform OCR on PDF documents using Tesseract OCR.

mcp-perforce-server is a Model Context Protocol server for Perforce (p4) with safe defaults, structured JSON responses, and both native-style and MCP-optimized workflows.

A server for Perforce (P4) version control operations, wrapping P4 commands for easier and more reliable use.

A server for detecting critical performance issues in code, providing concise analysis and output.

MCP Persistence: your AI Agent now creates and manages databases on its own

A collection of MCP servers for various personal productivity tools and utilities.

A versatile AI personal assistant for managing your calendar, tasks, emails, web searches, and smart home.

MCP server for managing pfSense firewalls through AI assistants — firewall rules, DHCP, DNS, gateways, ARP, and services. 17 tools with two-step confirmation for destructive operations.

Provides semantic search capabilities for PostgreSQL databases using the pgvector extension, with support for multiple embedding providers.

A playground for MCP implementations featuring multiple microservices, including news and weather examples.

A demonstration MCP server implementation in Go featuring real-time bidirectional file communication.

Automate web testing and tasks by connecting Claude Desktop with Playwright.

A proof-of-concept MCP server built with Node.js and TypeScript, compatible with Claude Desktop.

A curated collection of 11 MCP servers for popular SaaS APIs — Stripe, Sentry, Notion, Linear, Datadog, Vercel, PagerDuty, HubSpot, Intercom, Shopify, and Google Workspace.

Manage Docker containers through the Portainer API.

MCP-PostgreSQL-Ops is a professional MCP server for PostgreSQL database operations, monitoring, and management. Supports PostgreSQL 12-17 with comprehensive database analysis, performance monitoring, and intelligent maintenance recommendations through natural language queries.

A server that enables AI models to interact with PostgreSQL databases through a standardized interface.

An MCP server for querying a PostgreSQL database in read-only mode.

Generates Pull Request messages based on Git commits and changes.

Provides shell access to execute commands and interact with the local file system.

A lightweight, extensible MCP server for running prompt-based tools and file utilities, with support for custom prompts.

Automates the setup of new AI-powered MCP server development projects.

A starter project with setup instructions and example MCP servers, including a weather server.

Access Prometheus metrics and queries through standardized MCP interfaces.

Tools for logging, analyzing, and improving Claude Desktop prompts to enhance prompt engineering skills.

A server for managing local prompt files, allowing AI models to create, retrieve, update, and delete them.

Optimize prompts with research-backed strategies for 15-74% performance improvements.

Provides preset prompt templates as tools to assist clients like Cursor and Windsurf in executing various tasks.

A standalone proxy to connect STDIO-based MCP clients with HTTP (SSE) based MCP servers.