MCP servers for Zed

MCP server for Fastmail — email, contacts, calendar, and files via JMAP, CardDAV, CalDAV, and WebDAV

MCP server wrapping pymcuprog for AVR/Microchip programming

PyPSA MCP: PyPSA Energy Modeling for LLMs

Unofficial read-only MCP server for several QuickBooks Online company files in one AI session.

QQ Music MCP Server - QQ Music API for LLMs

Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.

Secure MCP server for accessing Quilt data with IAM or JWT authentication

A Model Context Protocol server for generating HTML and Word quiz files from Markdown content

MCP server for Prometheus integration

Turn your coding agent into a marketing agent: search data, specs to build, fixes verified by scan.

Unofficial Razorpay docs MCP server for AI coding agents — local-first docs retrieval and code validation.

A Python-based MCP server for database actions on Amazon Redshift using the Data API

MCP server for RefineX — AWS spot price arbitrage signals with context

MCP server for Refua design, data, clinical, wet-lab, benchmark, regulatory, and deployment workflows.

MCP server for controlling Android TVs via ADB — play content on Netflix, Disney+, Prime Video, Spotify, YouTube, and more

Complete SSH terminal for Linux with AI/user control and dual-stream visibility

Turn the OpenAIRE Graph into a ranked replication queue with a Science Live verification overlay.

Git repository documentation indexer with MCP server, CLI, and library interfaces

Intelligent MCP server for LLM context management — progressive disclosure, dependency graphs, relevance ranking

Reproducibility logging and rule enforcement MCP server for scientific computing

MCP server for RESILAND Intelligence — AI-powered spatial intelligence for Central Asia landscape restoration