MCP servers for VS Code

A graph database and analysis tool for AI assistants via MCP

Graph-structured tool retrieval for LLM agents — zero-dependency, ontology-aware hybrid search

MCP server providing AI agents with scoped access to Microsoft Graph

Semantic code graph MCP server for coding agents

Compile any codebase into a walkable graph and serve it over MCP. No model decides an edge.

MCP server that routes SQL queries through the Greybeam proxy while delegating Cortex Search to upstream Snowflake MCP.

CLI-first Staff Review & Decision Assistant

Model Context Protocol server that drives a local GROMACS installation — build, solvate, ionize, run simulations in the background, and

MCP server for real-time package versions, download counts, and service status. Covers 1,000+ npm/PyPI packages and 76 cloud services.

MCP server for growth marketing — campaign design, retention analysis, churn prediction

MCP server for Google Search Console & Bing Webmaster Tools — uses your Chrome browser session, no API keys needed

Security gate for agent-driven WhatsApp: allowlist, secret scan, rate limit, audit log.

MCP (Model Context Protocol) server for Gurddy optimization library - CSP, LP, and SciPy integration for advanced optimization

MCP server enabling AI expert debates - Dynamic expert generation for personalized multi-round philosophical discussions on any topic

PowerBI REST API integration. Query workspaces, datasets, and execute DAX queries via MCP.

Unofficial HackerNews MCP server and CLI, built with FastMCP and Typer

Guardian layer for AI agents: identity, secrets, audit via MCP.

Hamibot MCP Server is a server implementation based on the Model Context Protocol (MCP) for interacting with the Hamibot API. It provides a

MCP server for managing Hangfire background jobs

Home Assistant Model Context Protocol (MCP) server - Enhanced fork with automation traces and improved token efficiency

Prebuild and governance for AI coding agents.