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MCP server that provides agent pattern expertise to AI coding agents

Docker·MIT·Few stars·Needs a key

MCP server for FreeCAD — 32 tools for AI-assisted 3D CAD modeling

Docker·LGPL-2.1·★ 59·No key

Self-hosted gallery for AI-generated mockups, with an MCP interface. Token-efficient curl uploads; mockups get a permanent home and a clean web gallery to browse.

Docker·MIT·★ 2·Few stars·No key

Native deterministic engine and read-only MCP server for engineering decisions.

Docker·Apache-2.0·★ 299·No key

(S)AGE - (Sovereign) Agent Governed Experience

Docker·Apache-2.0·★ 253·No key

Shrink the web for your agents! Token-efficient, fast and fully local web search and research.

Docker·MIT·★ 234·No key

Talk to Claude Code instead of typing: a voice daemon + dashboard that records you, transcribes, routes to your agent sessions, and speaks the replies back - with per-voice avatars, push-to-talk hotke

Docker·MIT·★ 12·No key

One MCP server that gives Claude, ChatGPT, Cursor and any other AI app transcripts, chapters, metadata and frames from YouTube and 10 more video platforms.

Docker·MIT·★ 23·No key

MCP server for TrueNAS SCALE — read-first, per-session credentials, deployable as a TrueNAS app

Docker·MIT·★ 2·Few stars·No key

InsideOut -- AI cloud infrastructure skill for Claude Code, Cursor, Kiro, and 30+ tools

Docker·Apache-2.0·Few stars·No key

MCP server for spreadsheet analysis and editing. Slim, token-efficient tool surface designed for LLM agents.

Docker·Apache-2.0·★ 62·No key

Give your agents a secure, containerized SQL sandbox with MCP or API access enabled with DuckDB. No infra required, quick spin-up cycle. Push any CSV — query, analyze, and move on.

Docker·MIT·★ 21·No key

A small, local GUI for Colima & Docker that's also an MCP server. Manage containers from a browser, or let your AI do it. Open-source Docker Desktop alternative; ~13 MB, macOS & Linux.

Docker·Apache-2.0·★ 6·No key

Self-hosted Docker speech API for OpenAI-compatible transcription and text-to-speech, streaming ASR, voice cloning, phoneme recognition, and MCP.

Docker·WTFPL·★ 7·No key

A Model Context Protocoll (MCP) server that validates content against official MCP specification using semantic search and AI-powered validation.

Docker·MIT·★ 3·Few stars·No key

Self-hosted audio API in one Docker container. Stem separation, mastering, MIR (BPM/key/chords), audio→MIDI, text-to-music + SFX (MusicGen/Stable Audio/Riffusion/AudioLDM2), diarization, speech enhanc

Docker·WTFPL·★ 5·No key

MCP server for Android — drive emulators and real devices over adb from Claude Code, Cursor, or VS Code. 73 tools: screenshots, UI hierarchy, tap/swipe/type, logcat, device locks, Gradle builds and te

Docker·MIT·★ 7·No key

A Model Context Protocol server that exposes a self-hosted Atlassian Bamboo instance to AI assistants, Claude Desktop, Claude Code, Cursor, Windsurf, or any other MCP client. Ask "who deployed CHECKOU

Docker·Apache-2.0·★ 1·Few stars·Needs a key

pi-coding-agent in a Docker image built on aicodebox, with an HTTP API, an OpenAI-compatible endpoint, an MCP server, a Telegram bot and a cron scheduler.

Docker·WTFPL·★ 3·Few stars·No key

Read-only system activity monitor for macOS and Linux — macOS 26 Liquid Glass UI, grouped apps, processes, ports and Docker/Podman containers, with a dependency-free Python collector.

MCP·Link only·★ 2·Few stars

Author a video as JSON, render it anywhere. Rust video engine behind PromoShot — CLI + MCP server for AI agents, wgpu + ffmpeg, runs headless on Linux.

Docker·Apache-2.0·Few stars·No key

Deterministic, non-generative image transform MCP server for AI agents — straighten, crop, mask, layer, and encode with reproducible recipes and immutable originals.

Docker·MIT·Few stars·No key