API Development MCP Servers

Supabase

Connects AI assistants like GitHub Copilot to your Supabase database to understand schema, tables, relationships and assist with query writing.

Glean

Integrates with Glean's Chat API using the Model Context Protocol to enhance conversational AI capabilities.

Server Learning

Provides a learning environment for understanding and implementing Model Context Protocol (MCP) servers.

Street View Publish

Automates interactions with the Google Street View Publish API using a Multi-Agent Conversation Protocol (MCP) framework.

Production

Provides an extensible and production-ready template for building async Model Context Protocol (MCP) servers in Python.

ClickHouse OpenAPI

Generates a Multi-Agent Conversation Protocol (MCP) server for the ClickHouse Cloud OpenAPI specification.

Lab

Provides an environment for exploring the Model Context Protocol.

MediaWiki

Access content from MediaWiki-based websites through the Model Context Protocol to ground AI responses.

SmartSuite

Provides a standardized interface for interacting with the SmartSuite API, enabling human-readable field names and AI-guided operations.

Notes

Connects Evernote resources such as notes, notebooks, and tags to the Model Context Protocol (MCP).

RAG Chat Assistant

Builds a production-ready Retrieval-Augmented Generation (RAG) application with Streamlit, LangChain, and ChromaDB, supporting MCP integration for tool calling and multiple LLM providers like OpenAI and Ollama.

1000 Genomes Project Dataset

Provides natural language access and advanced filtering capabilities for the 1000 Genomes Project dataset.

Critical Minerals Data Tools

Provides a unified suite of MCP servers and REST APIs for accessing critical minerals and materials data from authoritative sources.

Acme

Enables exposing Perl modules and tools to AI agents via a standardized JSON-RPC 2.0 server.

Crypto

Connects AI agents to the real-time crypto and DeFi ecosystem, providing a wide range of financial intelligence and on-chain action capabilities.

ToolFi

Provides an open API marketplace enabling AI agents to autonomously discover, select, and pay for external data and tools.

Hopper

Integrates AI assistants with Hopper's travel booking platform, providing flight/hotel search, price predictions, and booking capabilities.

HumanRail

Routes AI-unsolvable tasks requiring human judgment to a vetted worker pool.

Exodus Extension

Provides a server extension for the Exodus emulator, exposing 26 debugging and reverse engineering tools for the Sega Mega Drive/Genesis via Streamable HTTP.

Delphi Complier

Enables AI assistants to directly compile Delphi projects and query an integrated knowledge base through an MCP server.