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mcp-tool-shop

Philosophy: Syntropy above all else – Order, optimization, and production-ready solutions.
README.md

MCP Tool Shop

Production-grade MCP servers and AI tooling for local-first development

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What We Build

MCP servers, desktop tools, and AI infrastructure that run on your hardware. No cloud dependencies. No API keys for core functionality. Designed for developers with local GPU workstations who want AI-assisted workflows without vendor lock-in.

Core stack: MCP · Ollama · HNSW · FastMCP · .NET MAUI · WinUI 3

Ecosystem

                       ┌──────────────────────┐
                       │   Claude Code / Any   │
                       │     MCP Client        │
                       └──────────┬───────────┘
                                  │ MCP Protocol
              ┌───────────────────┼───────────────────┐
              │                   │                   │
     ┌────────▼───────┐ ┌────────▼───────┐ ┌────────▼───────┐
     │ Tool Compass   │ │ File Compass   │ │ Brain-Dev      │
     │ discover tools │ │ search files   │ │ analyze code   │
     └────────────────┘ └────────────────┘ └────────────────┘
              │                   │                   │
     ┌────────▼───────┐ ┌────────▼───────┐ ┌────────▼───────┐
     │ Comfy-Headless │ │ Backpropagate  │ │ Voice Engine   │
     │ image/video    │ │ fine-tuning    │ │ TTS + speech   │
     └────────────────┘ └────────────────┘ └────────────────┘
              │                   │                   │
              └───────────────────┼───────────────────┘
                                  │
                       ┌──────────▼───────────┐
                       │   Local Hardware      │
                       │  Ollama · CUDA · RTX  │
                       └──────────────────────┘

Flagship MCP Servers

Tool Compass · Python
Semantic MCP tool discovery — find tools by describing what you need.
compass() → describe() → execute()
115+ tools · 6 backends · HNSW search

File Compass · Python
Semantic file search with HNSW indexing and local embeddings.
Multi-language AST chunking · JSON/YAML key splitting
<100ms search · 10K+ files · 402 tests

Brain-Dev · Python
AI-powered code analysis — test generation, security audits (49 patterns), code health scoring across 11 categories.

Context Window Manager · Python
Lossless LLM context restoration via KV cache persistence.

MCP Voice Soundboard · Python
TTS MCP server for AI agents — 12 voices, emotion spans, SSML-lite, multi-speaker dialogue, SFX tags, guardrails.

MCP File Forge · TypeScript
File operations and project scaffolding — Windows-first, secure, sandboxed.

WebSketch MCP · JavaScript
Expose WebSketch IR tools for LLM agents — grammar-based UI representation.

Stresskit MCP · Python
MCP server health and security testing — trustable evidence for server readiness.

AI Generation & Training

Comfy-Headless · Python
Production-ready headless ComfyUI client with AI-powered prompt intelligence, video generation, and Gradio UI.

Backpropagate · Python
Headless LLM fine-tuning. Smart defaults, multi-run SLAO training, GGUF export for Ollama/llama.cpp. Full Windows support.

Audiobooker · Python
Convert EPUB/TXT books into professionally narrated audiobooks using multi-voice synthesis.

ASPIRE-AI · Python
Adversarial Student-Professor Internalized Reasoning Engine — teaching AI through internalized mentorship.

Voice & Speech

Soundboard Plugin · Python
Give Claude Code a voice. Emotion-aware speech, dialogue, narration.

MCP Voice Engine · TypeScript
Core voice synthesis engine.

Soundboard MAUI · C#
Cross-platform .NET MAUI desktop client.

Code Quality & Security

Code-Covered · Python
Find coverage gaps and generate missing tests.

Tool-Scan · Python
Security scanner for MCP tools.

CodeClone Suite · TypeScript
Deterministic code coverage analysis as a protocol.

MCP Stress Test · Python
Red team toolkit for stress-testing MCP security scanners.

Accessibility

A11y-Lint · Python
CLI output linter for accessible error patterns.

A11y-Evidence-Engine · JavaScript
Headless accessibility evidence with provenance.

A11y-CI · Python
CI gate for accessibility scorecards.

Windows Desktop Apps

InControl-Desktop · C# / WinUI 3
Local AI inference dashboard.

LeaseGate-Lite · C# / MAUI
Throttle AI workloads on Windows. Smoother calls, less stutter.

Attestia-Desktop · C# / MAUI
Financial truth infrastructure for Windows.

ScalarScope-Desktop · C# / MAUI
ASPIRE training dynamics visualizer.

Build-Governor · C#
Prevents build system memory exhaustion on Windows.

VS Code Extensions

Extension Description
CodeComfy VS Code Run ComfyUI workflows from VS Code
RunForge VS Code Push-button ML training with presets
MCP App Builder Build MCP servers with interactive UI
WebSketch Extension Capture web pages as WebSketch IR

Infrastructure & Governance

Nexus Suite · Python
Governance, attestation, and routing for MCP tool ecosystems.

ThrottleAI · TypeScript
Token-based lease governor for AI calls.

Attestia · TypeScript
Financial truth infrastructure — deterministic accounting across chains.

Prov-Spec · Python
Language-neutral specification for verifiable provenance.

Witness · Python
Append-only event journal for human-AI work. Cryptographically verifiable.

Registrum · TypeScript
Structural registrar for maintaining legibility in evolving systems.

WebSketch IR

Grammar-based UI representation for LLMs — capture web pages as semantic primitives.

Repo Description
websketch-ir Core grammar and TypeScript SDK
websketch-mcp MCP server for LLM agents
websketch-cli CLI — render, fingerprint, diff
websketch-extension Chrome extension
websketch-demo Interactive demo site

CLI Tools & Distribution

# mcpt — discover and run MCP Tool Shop tools
pip install mcpt && mcpt search "semantic file search"

# Homebrew
brew tap mcp-tool-shop-org/mcp-tools
Tool Description
mcpt CLI for discovering and running MCP Tool Shop tools
headless-wheel-builder Universal headless Python wheel builder
homebrew-mcp-tools Official Homebrew tap
venvkit Python venv diagnostic toolkit for Windows ML workflows

Principles
Local-first Everything runs on your machine. No cloud required.
MCP-native Tools compose through MCP. Works with Claude, Cursor, VS Code, any MCP client.
Windows-first Full Windows support. MAUI and WinUI 3 desktop apps. RTX 5080 / Blackwell optimized.
Append-only Ledgers, event journals, and journey engines that never lose history.
Production-grade CI/CD, tests, error handling, security hardening, semantic versioning.
Accessible Low-vision-first CLI output. WCAG compliance tooling. Accessibility baked in.

By the Numbers
99 repos 39 Python · 25 C# · 18 TypeScript
8+ MCP servers 11 desktop apps & extensions
5 accessibility tools 5 WebSketch modules

mcptoolshop.com · All Repositories

Syntropy above all else

Popular repositories Loading

  1. ai-jam-sessions ai-jam-sessions Public

    MCP server that teaches AI to play piano and sing — 120 songs, 12 genres, real MIDI, vocal tract synthesis, practice journal

    TypeScript 2

  2. comfy-headless comfy-headless Public

    Production-ready headless client for ComfyUI with AI-powered prompt intelligence, video generation, and modern Gradio UI.

    Python 1

  3. backpropagate backpropagate Public

    Headless LLM fine-tuning in 3 lines — smart defaults, VRAM-aware batch sizing, multi-run SLAO, GGUF export for Ollama.

    Python 1

  4. ScalarScope-Desktop ScalarScope-Desktop Public

    ASPIRE Scalar Vortex Visualizer — .NET MAUI desktop app for comparing ML inference runs with scientific rigor.

    C# 1 1

  5. Attestia Attestia Public

    Financial truth infrastructure for the decentralized world.

    TypeScript 1

  6. LeaseGate-Lite LeaseGate-Lite Public

    A one-tab MAUI control surface and local daemon for throttling AI workloads on Windows — smoother calls, less stutter, fewer thermal spikes.

    C# 1

Repositories

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