Append-only decisions with provenance, supersession, retrieval, and audited MCP actions.
Guides for making interactive videos & AI product demos that answer viewers' questions.
Business Observability: process inventory, AP risk, sales temperature, savings. diezX customers only.
HPC lease economics, datacenter power, debt linkage, and political risk for miners and neoclouds.
Rust MCP server and CLI for Apprise notification fan-out across dozens of delivery backends.
Rust MCP server and CLI for Arcane Docker and container management.
Rust MCP server and CLI for Gotify push notifications and message management.
Rust MCP gateway with Code Mode, authentication, setup, logs, CLI, HTTP API, and operator web UI.
Apprise notifications over MCP and CLI with authenticated stdio and HTTP transports.
Arcane Docker and Compose management over MCP and CLI with authenticated stdio and HTTP.
Gotify notifications and app, client, and message management over MCP and CLI.
Tailscale device, route, DNS, key, user, and ACL management over MCP and CLI.
Rust MCP server and CLI for UniFi Network controller operations.
yt-dlp search, download, metadata, delivery, and Plex workflows over MCP and CLI.
Rust MCP server and CLI for Tailscale devices, users, keys, policies, and auth.
Rust MCP server and CLI for UniFi Network controller operations.
MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.
Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related apps over MCP and CLI.
Rust MCP and CLI server for Sonarr, Radarr, Prowlarr, Plex, Jellyfin, and download clients.
Rust MCP server and CLI for yt-dlp search, downloads, metadata, transfers, and Plex playlists.
Search national and EU case law, legislation and regulation, with citations you can verify.
Control Android TV from any AI. 38 MCP tools: playback, recap, recommend, smart-home, schedules.
Generate, search, and manage codebase documentation on DocuWriter.ai. 72 tools incl. Autopilot.
Build, test and run iOS apps on a remote Mac from any machine. XcodeBuildMCP-compatible tools.
About Development MCP servers
Development is the broadest category on mcp.site. It covers servers that give an AI agent hands-on access to the software lifecycle: sandboxed shells and terminals, version-specific library documentation, package registries, test runners, debuggers, build and deploy pipelines, and project tools such as issue trackers. Most run locally over stdio because they need your filesystem or toolchain; a growing share run as hosted endpoints you connect with an API key or OAuth.
When choosing one, start with what the agent should be able to do without asking you, then check how the server scopes that access. Good servers expose a small, typed set of tools, document every environment variable, and let you restrict paths or repositories. Prefer listings with an Official badge or a recently updated repository, and read the install snippet for your client before adding credentials.