API Development MCPサーバー

Dify

Enables the invocation of Dify workflows by calling tools using the Model Context Protocol (MCP).

Trader

Provides stock traders with a Model Context Protocol (MCP) server for financial analysis.

Flutter Inspector

Connect Flutter applications with AI coding assistants via the Model Context Protocol.

Cad

Enables CAD software control through natural language instructions.

Tree-sitter

Analyzes code using tree-sitter to provide context-aware code understanding for AI assistants.

Spotify

Enables AI assistants to control Spotify playback and manage playlists via the Model Context Protocol.

Coolify

Enables AI assistants to interact with Coolify instances through natural language.

Omnisearch

Provides unified access to multiple search engines, AI tools, and content processing services.

FileScope

Analyzes codebases to identify important files based on dependency relationships, generating diagrams and importance scores to improve AI understanding.

G-Search

Enables parallel Google searches with multiple keywords using a Playwright-powered MCP server.

Model Context Protocol Resources

A collection of guides, utilities, clients, and servers developed while exploring and implementing the Model Context Protocol (MCP).

Emcee

Exposes any web application with an OpenAPI specification as a Model Context Protocol (MCP) server.

Reddit

Enables AI assistants to access and interact with Reddit content through PRAW.

Doris

Implements the Model Control Panel (MCP) protocol to interact with Apache Doris databases, enabling tasks like query execution and metadata management.

Apollo

Exposes GraphQL operations as Model Context Protocol (MCP) tools.

o3 Search

Enables AI-powered web search through an MCP server utilizing OpenAI's o3 model.

Massive.com

Provides an LLM-friendly interface to Massive.com's comprehensive financial market data API.

PageIndex

Provides a direct connection for LLMs and MCP-compatible agents to leverage PageIndex's vectorless, reasoning-based RAG system for intelligent document retrieval.

Cloudflare

Provides a token-efficient server for programmatic interaction with the entire Cloudflare API through code execution.

Alfanous

Provides a robust Arabic search engine API for the Holy Quran, offering simple and advanced search, linguistic analysis, and comprehensive metadata access.