Developer Tools MCP 服务器

Remote Call Ping-Pong

Demonstrates remote Model Context Protocol (MCP) calls using a Ping-Pong server implemented with FastAPI.

Para Todo

Enables language models to interact with external tools through structured messages, creating a modular server for real-time tool execution.

Materials Project

Facilitates writing prompts against and querying data within the Materials Project database using a fastmcp-based interface.

Shodan

Integrates Shodan's powerful IP address lookup, service discovery, and vulnerability scanning capabilities directly into Claude.

Prometheus

Enables AI assistants to query Prometheus using natural language without requiring PromQL.

Content Engineering

Provides direct, unprocessed access to raw Markdown content for AI models and content pipelines.

Simple

Provides a production-ready and extensible template for building Model Context Protocol (MCP) servers with FastAPI.

Monad

Integrates with the Monad Testnet blockchain as a production-ready Model Context Protocol (MCP) server.

Crocodile Conservation Predictor

Predicts crocodile conservation status using machine learning algorithms via a web application and terminal-based LLM interactions.

Database Query

Enables AI agents to connect to and execute read-only SQL queries across multiple database types, including MySQL, PostgreSQL, MSSQL, and Oracle.

Gemini Thinking

Leverages Google's Gemini API to provide sequential, analytical thinking and problem-solving capabilities, enabling structured analysis without generating code.

Ktor Server

Provides session-aware Model Context Protocol (MCP) server integration for Ktor applications.

Polyglot

Orchestrates a comprehensive ecosystem of Model Context Protocol (MCP) servers, enabling large language models to communicate with a wide array of external tools and services.

Outlook

Provides an MCP server for integrating with Microsoft 365 mail, enabling message searching, reading, sending, and management.

n8n Management

Provides a multi-tenant SaaS platform to offer n8n automation as a service via the Model Context Protocol.

Lexiang

Connect AI assistants to Lexiang enterprise knowledge bases for direct interaction and comprehensive content management.

CERN GitLab

Connects Large Language Models to CERN GitLab for discovering high-energy physics code, documentation, and analysis examples.

HippoBox

Manages a personal knowledge base with CRUD operations, semantic search, and MCP tool integration.

BigBrain

Connects Claude Code to Codex (OpenAI) and Gemini (Google) command-line interfaces, allowing Claude to leverage their capabilities for coding tasks.

Airbrake

Integrates Airbrake error tracking and deploy management into your Model Context Protocol client.