ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analytical databases accurately and with full context of your company

Recursive Language Model patterns for Claude Code — handle massive contexts (10M+ tokens) by treating them as external variables

The Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure

BioMCP: Biomedical Model Context Protocol

Model Context Protocol (MCP) Server for the Keboola Platform

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server.

Searchable football data provider documentation for AI coding agents. Like Context7 for football data.

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

MCP server to give llms such as Claude, GitHub Copilot etc full PowerBI model context (from input .pbix) through tools based on PBIXRay python package.

A Model Context Protocol for checking domain name registration status in bulk.

A curated list of Model Context Protocol (MCP) servers

A Model Context Protocol server that provides access to BigQuery

A high-performance Model Context Protocol (MCP) server for Trino implemented in Go.

Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

A Model Context Protocol server that provides access to Shodan API functionality

GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

A Model Context Protocol (MCP) server implementation that integrates with the Nutrient Document Web Service (DWS) Processor API, providing powerful PDF processing capabilities for AI assistants.

A Model Context Protocol server for Excel file manipulation

Airtable integration for AI-powered applications via Anthropic's Model Context Protocol (MCP)

An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions context bloat.

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

Model Context Protocol (MCP) server for mapping clinical terminology to Observational Medical Outcomes Partnership (OMOP) concepts using Large Language Models