The Excellence
Directory Platform Template

An MCP server that provides access to Lark Bitable through the Model Context Protocol, enabling LLMs to interact with Bitable tables using predefined tools for reading and manipulating table data.

An MCP Server integration for Covalent, offering unified blockchain data access—covering billions of data points—through MCP-compatible tools.

An MCP server that exposes Amazon Q index data accessors, enabling search and retrieval over an enterprise’s Q index within MCP-compatible applications.

An MCP Server aggregating access to the API Ninjas collection of real-data APIs, simplifying how MCP agents consume multiple external data services.

An MCP Server that exposes BigData Cloud’s performant and scalable data APIs for use in MCP-based applications and agents.

Specialised dataset MCP server at `https://www.context-awesome.com/api/mcp` offering open MCP access to curated datasets from Context Awesome.

An MCP Server for the Claris FileMaker Server Data API, exposing FileMaker databases to MCP clients so they can query and manipulate FileMaker-hosted data programmatically.

An MCP server for reading .ged files and genetic data, integrating ancestry information into AI workflows via MCP.

An MCP server that enables AI assistants to search and access arXiv research papers through a simple Message Control Protocol interface, allowing for paper search, download, listing, and reading capabilities. Highly relevant as a specialized MCP server.

A server providing data retrieval capabilities powered by the Chroma embedding database, enabling AI models to create and retrieve data collections using vector search, full text search, and metadata filtering.

MCP server that bridges to the Swedish company registry database, allowing users to search for companies and retrieve detailed business information.

An MCP server that integrates with Anilist's anime/manga database through GraphQL queries, enabling search, retrieval, and analysis of Japanese media information. Directly relevant as an example of an Awesome MCP Server with a specialized function.