MCP servers for Gemini CLI

Handles 10M+ token contexts with chunking, sub-queries, and local Ollama inference.

MCP server providing verified math & logic tools for small LLMs (Mistral, Llama, DeepSeek)

MCP server exposing MATLAB capabilities to AI agents

MCP extension for Trello

MCP server for MBTA V3 API

A generic SQL query interface for MCAP robotics data via the Model Context Protocol

Unofficial headless MCP server for navigating McMaster-Carr and resolving exact part numbers

Python symbol exploration for codebase onboarding agents.

Check and improve the contract quality of any MCP server — for humans, agents, and platforms.

Authority-weighted memory graph for AI agents with conflict detection and semantic search.

Deterministic repository structure mapping for onboarding agents.

Named Docker and Fly Machine sandbox computers with an interactive MCP App dashboard.

MCP MQTT Service for PWM Control and Device Communication

MCP Serial Service for PWM Control

MCP TCP Service for PWM Control

Meta MCP Server for MCP development intelligence

MCP server that sends native notifications with LLM-aware icons

Generate and serve an MCP server from a natural language prompt

Query the mcpcatalogs.com directory of MCP servers — search, compare, top-list, full details — directly from any MCP-aware AI client.

MCP DevPrompts - Curated prompts for AI-powered development workflows

Diff two MCP servers and detect breaking changes. The oasdiff of the Model Context Protocol.