Developer Tools MCP 服务器

Spring AI Examples

Provides example implementations for Spring AI's Model Context Protocol, demonstrating interaction with various databases.

Bananabit

Integrates Windsurf with image generation and web scraping capabilities.

Multi Framework Usecase

Demonstrates the integration of the MCP framework with popular tools and AI frameworks like Google ADK, LlamaIndex, and LangChain through a client-server setup.

Ember

Provides comprehensive tooling support for Ember.js development, integrating Ember CLI commands, codemods, documentation, and community resources.

Number Guessing Game

Demonstrates a Model Context Protocol (MCP) server showcasing dynamic tools and resources through a number guessing game.

Docret

Enables AI assistants to access up-to-date documentation for Python libraries.

Doris

Serves as an MCP (Model Context Protocol) server for Apache Doris and VeloDB.

Demo Streamable HTTP Bridge

Converts stdio input into streamable-http requests, facilitating communication between stdio-based processes and HTTP-compatible services.

Weather Query

Enables weather queries for global cities within the Cursor AI assistant.

Zerodha Kite

Enables algorithmic trading with the Zerodha Kite API through an MCP server.

MindMesh

Orchestrates a swarm of specialized Claude 3.7 Sonnet instances to generate optimally coherent responses through ensemble intelligence.

Unstorage

Provides a Key-Value storage MCP server built on unjs/unstorage with support for various drivers like Redis, MongoDB, and filesystem.

Fullstack Application

Integrates Model Context Protocol capabilities within a fullstack application, showcasing real-time task management using Convex and Remix.

Upbit

Enables interaction with the Upbit cryptocurrency exchange API for real-time market data, account management, and automated trading via Server-Sent Events (SSE).

MCP ITSM Integration

Provides a unified interface for LLMs to interact with multiple IT Service Management (ITSM) systems.

Llm Sandbox

Augments large language model inference with MCP client-server architecture for streamlined testing and agentic evaluation.

Mise

Enables AI assistants to interact with and execute mise tasks within projects.

RAGDB

Enables fast natural language search of vectorized Markdown documents within an MCP-compatible environment.

Crawlbase

Connects AI agents and LLMs with real-time web data, providing battle-tested web scraping, JavaScript rendering, and anti-bot protection.

Delpha

Provides an AI-driven server for comprehensive data quality assessment and enrichment within MCP-compatible environments.