API Development MCP Servers

Rag

Enables Retrieval Augmented Generation (RAG) capabilities for Large Language Models (LLMs) by indexing and retrieving relevant information from documents.

Postgres

Enables AI models to interact with PostgreSQL databases through a standardized Model Context Protocol interface.

Editor

Provides a Python-based text editor server with a multi-step API designed for accuracy and reliability when used with LLMs.

Hexdocs

Enables AI agents to search documentation within HexDocs using the search API.

Flights

Facilitates travel planning by answering complex queries using flight and hotel search capabilities.

Youtube Research

Aggregates and returns YouTube video IDs and metadata based on user-defined search queries.

Toolhouse

Provides access to tools from the Toolhouse platform via a Model Context Protocol (MCP) server.

CoinGecko

Provides a Node.js Express server for accessing cryptocurrency market data from the CoinGecko API, supporting both free and Pro versions with automatic fallback.

Memory Custom

Enhances MCP memory server functionality with PouchDB integration and custom memory locations.

PubMed

Enables programmatic access to PubMed data, focusing on open access research articles.

Fastmcp Todo

Receives todo requests via FastMCP and stores them in MongoDB for processing.

KMB Bus

Queries real-time bus information for Hong Kong's KMB and Long Win Bus services.

Memory Custom

Extends the functionality of the Memory server by enabling custom memory locations and timestamping of interactions.

Email

Enables model assistants to access and interact with email accounts via IMAP and SMTP.

Basic

Demonstrates Model Context Protocol (MCP) integration with FastAPI and Gradio for AI model interaction.

Todo Server

Manages TODO.md and CHANGELOG.md files using the Model Context Protocol.

Newsdata

Retrieves up-to-date news using the newsdata.io API.

Calculate

Provides mathematical calculation services based on the MCP protocol and SymPy library, delivering symbolic computation capabilities.

Near Intents Agentkit

Manages AI agents and tasks using the CrewAI framework.

Latex MathML

Converts LaTeX mathematical expressions into MathML format using a Model Context Protocol (MCP) server.