Discover Awesome MCP Servers

Godot Scene Analyzer

Analyzes Godot game projects to enforce ECS architecture patterns, automatically detecting when scene scripts contain game logic that should be in the ECS layer and validating separation between presentation and logic code.

CovAiLent

An MCP server for chemistry-focused tools, enabling LLM agents to perform molecule parsing, format conversion, property lookup, and other chemistry operations with explainable responses.

Netlify Express MCP Server

A basic serverless MCP implementation using Netlify Functions and Express. Demonstrates how to deploy and run Model Context Protocol servers in a serverless environment with proper routing configuration.

Hurl OpenAPI MCP Server

Enables AI models to load and inspect OpenAPI specifications, generate Hurl test scripts, and access API documentation for automated testing and API interaction through natural language.

emi_mcp_server

A sample MCP server that exposes tools, resources, and prompts for managing users and todos, supporting both stdio and Streamable HTTP transports.

Qiao-MCP

Enables AI assistants to interact with bridge structural analysis software for modeling, construction stages, and code checking.

QGISMCP

A Model Context Protocol server that connects Claude AI to QGIS, enabling direct interaction with the GIS software for project creation, layer manipulation, code execution, and processing algorithms through natural language prompts.

obsidian-mcp

Enables Claude to read your Obsidian vault and retrieve outstanding tasks from daily notes by parsing checkboxes.

Fabits MCP Server

Enables investment in mutual funds through the Fabits MyWealth platform with natural conversation. Supports fund discovery, lumpsum/SIP investments, portfolio tracking, and secure authentication with OTP.

MCP API Requester

An MCP server that enables LLMs to make arbitrary HTTP requests (GET, POST, PUT, DELETE, etc.) with custom headers, bodies, and cookies, supporting JSON and error handling.

XHS MCP

Enables interaction with Xiaohongshu (Little Red Book) platform through automated browser operations. Supports authentication, content publishing, search, discovery, and commenting using Puppeteer-based automation.

Basic MCP Server

A minimal Model Context Protocol server demonstrating basic MCP capabilities with example tools, resources, and prompts. Built as a starting template for developers to create their own MCP servers using the Smithery SDK.

GitMCP

Transforms any GitHub repository into a documentation hub for AI assistants, enabling up-to-date access to documentation and code to eliminate hallucinations.

Agent Data Bridge

An MCP server that provides data bridging from Spring Boot interfaces and a lightweight Python sandbox for script execution. It enables agents to fetch data as Markdown or Parquet files and perform automated data analysis within a controlled environment.

Knapcode.SampleMcpServer

A sample MCP server built with C# that demonstrates creating and packaging MCP servers, providing a random number generation tool.

KeeperGate

Enables AI agents to execute on-chain transactions through policy validation, KeeperHub orchestration, and tamper-evident evidence recording.

Recruitee MCP Server

Enables extraction and analysis of candidate profiles from Recruitee recruitment pipelines, optimized for LLM evaluation with clean, bias-free data.

loa-mcp-server

MCP server that searches Japanese addresses and returns their locations as polygons or points using the open 住所LOD dataset, enabling geocoding, reverse geocoding, batch GeoJSON export, and map visualization.

Tickory MCP Server

Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RSI, volume, MAs, price action). Runs server-side 24/7, fires webhooks on match, with delivery proof and alert explainability.

MCP Server for Up-to-Date Library Documentation

Provides Large Language Models with real-time access to the latest documentation for Python libraries like Langchain, LlamaIndex, and OpenAI, enabling accurate and up-to-date code suggestions.

mcp-capstone

MCP server that provides disassembly and reverse engineering capabilities via the Capstone framework, supporting multiple architectures.

mcp-scryfall

Provides access to Magic: The Gathering card database, enabling listing of sets and expansions.

MCP Chat with Claude

A typescript example for web app as the host connecting node mcp server

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.

space-weather-mcp

Enables space-aware daily briefings, stargazing condition reports, and astronomy picture exploration from within the IDE by connecting to NASA and weather APIs.

Aruba Fatture MCP

MCP server for interacting with Aruba Fatturazione Elettronica API, enabling users to manage electronic invoices with Claude, including sending invoices to SDI, searching, downloading, and retrieving invoice details and notifications.

rag-mcp

A RAG service based on FastMCP that enables document indexing and retrieval (keyword/vector search) through the MCP protocol.

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.

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.

DB Graph MCP Server

Connects to SQL databases to execute queries and return results as chart images (PNG) visible in MCP clients.