API Development MCP 服务器

Gitlab

Connects to a GitLab project and provides pipeline failure information and merge request details to AI assistants.

Salesforce Connector

Integrates large language models with Salesforce data through SOQL queries and SOSL searches.

Tavily Web Search

Enables AI models to search the web and retrieve up-to-date information using the Tavily API.

Hedera

Enables AI models to interact with the Hedera blockchain for various operations using the Model Context Protocol.

Weather Client

Executes a local Python weather script as a client through a server.

Rs Exploration

Explores the Model Context Protocol (MCP) specification using Rust.

Basic

Manages a digital library with functionalities for searching, adding books, and generating literary review prompts via an MCP server.

Vimeo

Provides a Multi-Agent Conversation Protocol (MCP) server automatically generated from the Vimeo OpenAPI specification.

NestJS

Provides a foundational implementation of the Model Context Protocol using the NestJS framework.

Ag Weather

Provides AI agents with real-time and historical weather data by integrating with multiple weather APIs.

YNAB

Enables AI assistants to securely access and interact with the YNAB API via an MCP server.

Java

Exposes Java APIs from Git repositories to AI coding assistants.

FastAPI Server Example

Provides a robust, example implementation of a Model Context Protocol (MCP) server using the FastAPI framework.

MCPMan

Manages and multiplexes connections to multiple Model Context Protocol servers, enabling unified access and advanced execution modes.

Spotify

Provides access to Spotify's music data through the Spotify Web API via a Micro-Context Protocol (MCP) server.

Fetch

Enables Large Language Models (LLMs) to retrieve and process web content, converting HTML to markdown for easier consumption.

Shopping List Firestore

Manages grocery lists via simple CRUD operations, leveraging a Firebase Firestore backend.

CTFd

Integrate AI agents and automation with CTFd instances for challenge management and flag submission.

x402 Discovery

Facilitates real-time discovery and evaluation of over 250 x402-payable services, providing quality signals and compatibility checks for AI agents.

WordPress

Exposes a Model Context Protocol server on your WordPress site, enabling AI agents to connect and interact with your site's REST API.