API Development MCP 服务器

eStat

Enables generative AI to interact with the Japanese government's e-Stat API.

Read-Only MongoDB

Provides a high-performance Model Context Protocol server for executing read-only MongoDB queries.

Aion

Dynamically imports API specifications (OpenAPI, GraphQL, AsyncAPI), exposes them as tools for agents, and enhances functionality through self-learning and autonomous documentation.

SOAT

Provides persistent memory and semantic search capabilities for autonomous AI agents.

Bi-Temporal Knowledge Graph

Combines a sophisticated bi-temporal knowledge graph with dynamic automation tool generation to empower AI agents with persistent, time-aware memory.

Phaset

Leverages AI to automatically generate Phaset manifest files by analyzing repository content.

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.

Home Assistant

Integrates Home Assistant with AI agents and other applications via Model Context Protocol (MCP) or a standalone HTTP REST API.

Nova Reel

Facilitates asynchronous video generation using Amazon Nova Reel and AWS Bedrock through a Model Context Protocol (MCP) server.

Server Example

Provides a basic implementation of a Model Context Protocol (MCP) server using .NET.

Spotify

Enables AI assistants to control Spotify playback, manage playlists, search music, and access user information.

Agent Toolkit

Demonstrates integrating AI agents with local and remote tool execution via MCP and Ollama.

Run TypeScript Skills

Enables AI agents to execute TypeScript code with access to modular APIs defined in local skills directories.

Api20

Accelerate application development with a versatile toolkit, offering optimized resource usage and enhanced functionality for seamless performance.

Statsource

Enables LLMs to analyze data, calculate statistics, and generate predictions from various sources.

Wikipedia

Retrieves Wikipedia content for specified topics via an MCP server.

Sage 200

Enables large language models to query live Sage 200 data using natural language, leveraging CData JDBC Drivers.

Scalable OpenAPI Endpoint Discovery

Enables semantic search and API request execution for OpenAPI specifications within the Claude Desktop environment.

BetterCall

Provides an intelligent AI Gateway to ensure reliable and optimized tool calls from large language models.

Feishu Doc

Provides a Model Context Protocol (MCP) server that enables AI assistants to directly search and read Feishu open platform documentation.