Discover Awesome MCP Servers

MCP Basic Create Tool

A minimal MCP server using FastMCP to demonstrate tool creation, including a get_weather example.

MCP Vision Relay

Wraps local multimodal CLIs (Google Gemini CLI and Qwen CLI) as MCP tools, enabling text-only AI assistants like Claude to analyze images through relay calls. Supports local paths, URLs, and base64 image inputs with configurable models and output formats.

pgmcp

Enables AI agents to perform PostgreSQL administration, web crawling, and knowledge base management through a unified FastMCP server.

PostgreSQL MCP Server

Provides AI assistants with safe, controlled access to PostgreSQL databases with read-only defaults, granular permissions, query safety features, and schema introspection capabilities.

React Native Expo MCP

An MCP server for React Native development with Expo, offering automated code remediation, refactoring, testing, and analysis tools to accelerate development and enforce best practices.

File Rank MCP Server

A tool that helps rank codebase files by importance (1-10 scale), track file dependencies, and provide summaries, all accessible through a simple JSON-based interface.

Local LLM MCP Server

Bridges local LLMs running in LM Studio with MCP clients like Claude Desktop to perform reasoning and analysis tasks while keeping sensitive data private. It features a suite of tools for local code review, privacy scanning, and content transformation using auto-discovered local models.

Nokia SR OS NETCONF MCP Server

Enables managing Nokia SR OS devices via NETCONF from Claude Desktop, supporting MD-CLI commands, configuration retrieval and editing, candidate workflow with commit/rollback, and multi-device sessions.

Pega DX MCP Server

Transforms complex Pega Platform interactions into intuitive, conversational experiences by exposing Pega DX APIs through the standardized Model Context Protocol, enabling AI applications to interact with Pega through natural language.

MBTA Worcester Line MCP Server

Provides real-time train schedule information and live predictions for all 18 stations on the MBTA Worcester Line. It enables users to query upcoming departures and filter by direction or date through natural language.

Pterodactyl MCP Server

Enables managing Pterodactyl Game Panel servers via Client and Application APIs, including power actions, files, databases, backups, schedules, and administrative operations.

MCP Claude Spotify

An integration that allows Claude Desktop to interact with Spotify, enabling users to control playback, search music, manage playlists, and get recommendations through natural language commands.

nic-cl

Enables querying .cl domain information from NIC Chile, including recent registrations, search, WHOIS, and deleted domains.

MCP GeneLab Server

Converts natural language queries into Cypher queries against the NASA GeneLab Knowledge Graph, enabling AI-assisted analysis of spaceflight experiments and their biological effects.

security-tools

Provides security tools (prompt injection detection, CVE lookup, version impact assessment) for MCP clients like Claude.

claude-usage-mcp

Reports your Claude subscription usage (5-hour and weekly limits) with a forecast and velocity recommendation, using Claude Code's existing OAuth session without requiring an API key.

DeSo MCP Server

A comprehensive Model Context Protocol server that transforms Cursor's AI assistant into a DeSo blockchain development expert, providing complete API coverage, debugging solutions, and code generation for DeSo applications.

Desmos MCP Server

Enables mathematical formula visualization and analysis through interactive plotting, formula validation, and symbolic computation. Supports both Desmos API integration and local matplotlib rendering for creating 2D mathematical graphs.

Feishu MCP Server

Enables Claude to read and interact with Feishu (Lark) documents, spreadsheets, and multi-dimensional tables. It provides tools for extracting content and metadata from various Feishu resources through secure OAuth or tenant-level authentication.

climate-risk-mcp-server

Provides AI agents with access to CO2 emissions data, climate projections, and risk assessments for heat, flooding, and drought, supporting ESG analysis and CSRD compliance.

reddit-trends-mcp

Provides Reddit discussion volume trends, growth rates, and top trending topics for any keyword, accessible via MCP tools and Python client.

Airtable MCP Server

Enables complete interaction with Airtable databases through 16 CRUD operations including batch processing, schema management, and record manipulation. Designed for AI applications and n8n workflows with HTTP streaming support.

@suncreation/mcp-google-docs

MCP server for Google Docs, Sheets & Drive with full formatting support.

Bokicast MCP Server

An MCP server that visualizes bookkeeping elements like journal entries and T-accounts, enabling AI characters to autonomously teach and solve bookkeeping problems.

Refero MCP

Enables searching the Refero design catalog in plain English and generates DESIGN.md files for any project.

devcdp

Provides AI assistants with full browser DevTools access for debugging, including console, network, DOM, breakpoints, and step-through debugging, with a collaborative manual fallback when automation fails.

MCP Code Mode

Enables AI agents to write and execute Python code in an isolated sandbox that can orchestrate multiple MCP tool calls, reducing context window bloat and improving efficiency for complex workflows.

KnowledgeMCP

An MCP server that enables AI assistants to perform semantic searches over local document collections using multi-context organization and automatic OCR. It supports various file formats including PDF, DOCX, and images, ensuring all data processing remains local and private.

AstrBot MCP

Provides operational control and automation tools for AstrBot developers, enabling plugin debugging, configuration management, message sending, log monitoring, and bot restart capabilities through AI agents.

Twenty CRM MCP Server

Connects Twenty CRM with AI assistants like Claude, enabling natural language interactions with customer data. Supports CRUD operations for people, companies, tasks, notes, and advanced search.