API Development MCP 서버

Sparsh

Provides a framework for various server tools across different domains.

Jira Communication Server

Enables interaction with Jira through a TypeScript-based server, facilitating JQL queries and ticket management.

Websearch OpenAPI

Provides a web search interface via OpenAPI and MCP, utilizing Google and SearXNG for integration with tools like Open-WebUI and Cherry-Studio.

Uditdev21

Integrates GitHub and AlphaVantage APIs to fetch user/repository details and perform stock market analysis.

Ad-Veritas TrueRAG

Implements a Model Context Protocol (MCP) server for accessing policies via a GraphQL API.

Remote Flodesk2

Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers without authentication.

Recruitee

Provides a Model Context Protocol (MCP) server for the Recruitee API, enabling streamlined extraction of candidate profiles from recruitment pipelines.

Weather Chatbot

Provides a real-time weather conversation experience leveraging AI and external APIs through the Model Context Protocol.

Example

Demonstrates how to implement a Model Context Protocol (MCP) server in Python.

Swagger

Transforms Swagger 2.0 API specifications into Model Context Protocol (MCP) tools, enabling AI assistants to directly invoke REST APIs.

Elasticsearch Agent Builder

Transforms Telegram chat and voice messages into searchable knowledge using AI-powered ingestion and conversational querying via Elasticsearch.

IPMA

Provides access to IPMA (Portuguese Institute for Sea and Atmosphere) meteorological and seismic data through natural language.

Weather

Provides real-time weather information, forecasts, and alerts from multiple sources to AI models via the Model Context Protocol.

Goagain

Provides a REST API and Model Context Protocol (MCP) server for Flesh and Blood card game data.

Smartsheet

Provides large language model-based agents direct access to Smartsheet resources through a Model Context Protocol server.

RAG Server

Empower AI applications with robust RAG capabilities, including document indexing, semantic retrieval, reranking, and RAG prompt construction.

npm Trends

Provides live npm package download trends to AI assistants for tracking JavaScript library adoption and developer ecosystem growth.

Frepple

Facilitates communication with the frePPLe planning system through a Model Context Protocol server.

Home Assistant Gateway

Integrates Home Assistant with the Model Context Protocol, providing dedicated MCP server endpoints for each connected device.

NHL

Provides real-time National Hockey League data through the official NHL API.