Tools

85 tools and libraries from the mcp-tool-shop-org organization. Install commands are shown only for packages this organization owns. Classification lives in the ecosystem specification. Everything is open source under the MIT License.

Drive ComfyUI from Python: image, video, 3D and audio graphs with no node canvas.

pip install comfy-headless
CLI Image and media pipelines Python Updated Oct 1, 2026

Headless LLM fine-tuning in three lines, with VRAM-aware defaults and GGUF export.

npx @mcptoolshop/backpropagate
Library Training and datasets Python Updated Oct 3, 2026

Delegate bulk analysis from Claude Code to a local Ollama model. 42 job-shaped tools.

npx ollama-intern-mcp
MCP server MCP servers TypeScript Updated Oct 1, 2026

Tool Compass

stable

Find MCP tools by describing what you need. Hybrid semantic + lexical search.

npx @mcptoolshop/tool-compass
MCP server MCP servers Python Updated Oct 1, 2026

MCP Voice Soundboard

stable In development

Text-to-speech MCP server: 48 voices, 9 languages, SSML-lite, multi-speaker dialogue.

pip install voice-soundboard
MCP server MCP servers Python Updated Oct 1, 2026

Shipcheck

stable

Release quality gate: Ship Gate checklist, error contract, templates, and audit.

npx @mcptoolshop/shipcheck
CLI Developer tooling JavaScript Updated Oct 1, 2026

AI RPG Engine

experimental

Simulation-native toolkit for building, analyzing, and balancing deterministic RPG worlds.

Library Games and game tooling TypeScript Updated Oct 2, 2026

World Forge

experimental

2D world authoring studio for AI RPG Engine.

Library Games and game tooling TypeScript Updated Oct 1, 2026

Teach your AI to play, sing, and listen. 53 MCP tools over symbolic and acoustic music.

npx @mcptoolshop/ai-jam-sessions
Library Image and media pipelines TypeScript Updated Oct 1, 2026

Claude RPG

stable

Simulation-grounded campaign RPG — 10 worlds, streaming narration, runtime-proofed.

npx @mcptoolshop/claude-rpg
CLI Games and game tooling TypeScript Updated Oct 1, 2026

Armature

beta In development

Image-to-video with a GLB instead of an image.

pip install armature-studio
CLI Image and media pipelines Python Updated Oct 1, 2026

EPUB, TXT, PDF, or DOCX to multi-voice narrated audiobooks with mastering.

npx @mcptoolshop/audiobooker
Library Image and media pipelines Python Updated Oct 1, 2026

VS Code extension for code analysis and coverage display.

VS Code extension Image and media pipelines TypeScript Updated Oct 1, 2026

Research OS

beta In development

Local-first research control plane for gated source packs, claim truth, contradiction…

npx @mcptoolshop/research-os
Library Agent infrastructure TypeScript Updated Oct 1, 2026

Site Theme

experimental

Shared Astro theme for MCP Tool Shop org repo landing pages.

npx @mcptoolshop/site-theme
Library Developer tooling HTML Updated Oct 1, 2026

Unified monorepo for accessibility testing, evidence generation, and WCAG compliance...

Library Developer tooling Python Updated Oct 1, 2026

Attestia

beta

Financial truth infrastructure for decentralized systems.

npx @mcptoolshop/attestia
Library Ledger and verification TypeScript Updated Oct 1, 2026

Hardware-aware local-LLM loadout planner: chooses model class, quant, KV-cache, context, and offload policy for your VRAM/RAM, and refuses configs that would silently page to disk.

npx @mcptoolshop/bytefit
CLI Training and datasets TypeScript Updated Oct 1, 2026

A one-tab MAUI control surface and local daemon for throttling AI workloads on Windows …

Desktop app Developer tooling C# Updated Oct 1, 2026

Red team toolkit for MCP security scanners.

pip install mcp-stress-test
CLI MCP servers Python Updated Oct 1, 2026

Motif

stable

Adaptive soundtrack studio for composing, arranging, scoring, and exporting interactive...

Library Games and game tooling TypeScript Updated Oct 1, 2026

Saints Mile

stable

A frontier JRPG for the adults who loved those games first

npx @mcptoolshop/saints-mile
Library Games and game tooling Rust Updated Oct 2, 2026

Monorepo for all Sprite Foundry asset packs — 48px pixel-art sprites with albedo, normal, and depth maps

Image and media pipelines Python Updated Oct 1, 2026

Storyboard OS

stable

Visual story-structure platform.

Library Games and game tooling TypeScript Updated Oct 1, 2026

Grounded visual evaluator MCP server — honest image judgment via SigLIP2 on a pinned model revision. Measures one image-text pair, names the weights that produced the score, and abstains rather than guessing.

MCP server MCP servers Python Updated Oct 1, 2026

AI Playtest

beta In development

Family-diverse AI playtesting for turn-based games: model players, an author-off jury,...

CLI Games and game tooling TypeScript Updated Oct 2, 2026

AI RPG Stage

In development

Godot 4 client for AI RPG Engine. Renders a sim it does not own.

Games and game tooling GDScript Updated Oct 2, 2026

Asset Forge

In development

Multi-game 3D asset-to-image production workstation

Image and media pipelines Rust Updated Oct 1, 2026

Backprop Trace

experimental

Deterministic 26-rule verifier for neural-network training steps.

npx @mcptoolshop/backprop-trace
CLI Training and datasets TypeScript Updated Oct 1, 2026

Brand

beta

Centralized brand asset management — migration, audit, org reconciliation, and integrity…

npx @mcptoolshop/brand
CLI Developer tooling TypeScript Updated Oct 2, 2026

Claude Guardian

experimental

Flight computer for Claude Code — log rotation, watchdog, crash bundles, and MCP…

npx @mcptoolshop/claude-guardian
Library Agent infrastructure TypeScript Updated Oct 1, 2026

Local mirror of AI-dev-tool changelogs (Anthropic, Cursor, Aider, Continue, MCP SDKs, etc.) with hybrid FTS5 + sqlite-vec retrieval, MCP server, curated cross-product synergies, and a fine-tuned changelog→action synthesizer (cs-actions:v1).

npx @mcptoolshop/claude-synergy
MCP server Agent infrastructure TypeScript Updated Oct 1, 2026

Cognate

beta In development

AI governance attestation layer — structural truth for autonomous systems.

npx @mcptoolshop/cognate
Library Ledger and verification TypeScript Updated Oct 1, 2026

A gate that runs on a ComfyUI workflow graph in the seconds before submission and halts a submission that would spend credits producing a known-wrong result.

npx @mcptoolshop/comfy-preflight
CLI Image and media pipelines Python Updated Oct 1, 2026

Commandui

experimental

AI-native shell environment with semantic command review.

Library Developer tooling Rust Updated Oct 1, 2026

AI-native federated database cluster — specialized truth stores behaving as one governed substrate.

npx @mcptoolshop/db-cluster
MCP server Agent infrastructure TypeScript Updated Oct 2, 2026

Recipe-driven provisioner for local AI engines — the executor over the tensor-engine recipe layer

npx @mcptoolshop/engine-room
CLI Training and datasets Python Updated Oct 1, 2026

Oregon Trail-style survival game powered by Ollama GM with XRPL ledger-backed inventory.

npx @mcptoolshop/escape-the-valley
Library Games and game tooling Python Updated Oct 1, 2026

Facet

In development

A styled 2D concept becomes a textured 3D asset - style applied on the asset in texture space. Four accepted subject classes, local and licence-clean.

npx @mcptoolshop/facet
CLI Image and media pipelines Python Updated Oct 1, 2026

Forkctl

stable

Adoption control plane for GitHub repos.

npx @mcptoolshop/forkctl
MCP server Developer tooling TypeScript Updated Oct 1, 2026

FX Dub

stable

Verify a generated dub before anyone hears it — container receipts and spoken-content...

pip install fx-dub
CLI Image and media pipelines Python Updated Oct 1, 2026

Glyphstudio

experimental

Craft-first sprite studio for deterministic pixel editing, frame-by-frame animation, and…

Library Games and game tooling TypeScript Updated Oct 1, 2026

GPU Container

In development

Model-aware inference memory-placement planner for single-GPU rigs: profile hardware + model, generate explicit VRAM/RAM/NVMe placement plans across runtimes (llama.cpp/vLLM/...), and prove them with a measured receipt. Not VRAM overflow - declared placement.

pip install gpu-container
CLI Training and datasets Python Updated Oct 1, 2026

Housekeeping

stable

Operational-health warehouse for a GitHub organization: CI, pull requests, releases,...

npx @mcptoolshop/housekeeping
MCP server Developer tooling JavaScript Updated Oct 1, 2026

Ollama chat for Windows. On this PC by default, or a GPU you rented, over SSH.

C# Updated Oct 3, 2026

Knowledge Core

In development

Role-aware retrieval engine — governed knowledge substrate for Role OS

Agent infrastructure TypeScript Updated Oct 1, 2026

Loadout OS

stable

Knowledge OS for AI coding agents — one CLI that routes the right context (memories +...

npx @mcptoolshop/loadout-os
CLI Agent infrastructure TypeScript Updated Oct 1, 2026

MCP Arcade

beta In development

GameDay testing for MCP servers. The oracle is the wire, not the scoreboard.

pip install mcp-arcade
MCP server MCP servers Python Updated Oct 1, 2026

MCP Arcade Cabinets

beta In development

Ghost on the Menu: an arcade shooter that replays what your MCP server said on the wire.

MCP server Games and game tooling TypeScript Updated Oct 2, 2026

Multi Claude

stable In development

Lane-based parallel build system for Claude Code.

CLI Agent infrastructure TypeScript Updated Oct 1, 2026

npm Launcher

experimental

Generic GitHub-release binary launcher with cache + SHA256 verification.

npx @mcptoolshop/npm-launcher
CLI Developer tooling JavaScript Updated Oct 1, 2026

Point it at an image, an AI says what it sees. Florence-2 describer — MCP server + CLI (local, MIT)

MCP server MCP servers Python Updated Oct 1, 2026

Polyglot MCP

experimental

Local GPU translation MCP server. TranslateGemma via Ollama, 55 languages.

npx @mcptoolshop/polyglot-mcp
MCP server MCP servers TypeScript Updated Oct 1, 2026

Portlight

stable

Trade-first maritime strategy game for the terminal.

npx @mcptoolshop/portlight
CLI Games and game tooling Python Updated Oct 2, 2026

Portlight Ships

In development

Canon-driven pipeline that teaches a diffusion model ship anatomy — 14 sourced hulls rendered from textured 3D so rotation is true, distilled into a Qwen-Image LoRA. The base model has damage but not anatomy; only anatomy is taught.

Training and datasets Python Updated Sep 8, 2026

Runtime LLM verifier — family-different, reasoning-stripped, multi-lens adjudication with signed Ed25519 receipts (CLI · MCP · HTTP).

npx @mcptoolshop/prism-verify
CLI Agent infrastructure Python Updated Oct 1, 2026

Prompt Craft

stable

Say what the picture must contain, check that it does, and refuse when it does not.

pip install prompt-crafter
CLI Image and media pipelines Python Updated Oct 1, 2026

Readouts

experimental In development

Ten verified, ai-loadout-routed SQLite knowledge bases — 1,771 entries with per-wave...

Library Agent infrastructure HTML Updated Oct 1, 2026

Record Index

In development

The record index, extracted: a governed SQLite+FTS5 map over a markdown decision record, with per-repo conventions declared rather than hard-coded.

pip install record-index
CLI Agent infrastructure Python Updated Oct 1, 2026

Registry Stats

experimental

Multi-registry download stats for npm, PyPI, NuGet, VS Code Marketplace, and Docker Hub.

npx @mcptoolshop/registry-stats
Org infrastructure Developer tooling Astro Updated Oct 1, 2026

Registry Sync

experimental

Desired-state sync engine for multi-registry package publishing.

npx @mcptoolshop/registry-sync
CLI Developer tooling TypeScript Updated Oct 1, 2026

Repo Dataset

stable

Turn code repos and curated visual repos into contamination-checked training datasets…

npx @mcptoolshop/repo-dataset
CLI Training and datasets TypeScript Updated Oct 1, 2026

Repo Knowledge

experimental

Repo knowledge system — relational catalog with full-text search, audit evidence, and…

npx @mcptoolshop/repo-knowledge
MCP server Developer tooling TypeScript Updated Oct 1, 2026

Repomesh

experimental

Trust infrastructure for repo networks — verify releases, check anchors, and onboard…

npx @mcptoolshop/repomesh
Library Ledger and verification JavaScript Updated Oct 2, 2026

Research Packs

experimental In development

Frozen research packs with source truth, claim traceability, and audit receipts.

CLI Agent infrastructure HTML Updated Oct 1, 2026

Rig Bridge

stable

Cross-rig sync tool for paired dev machines

npx @mcptoolshop/rig-bridge
CLI Developer tooling TypeScript Updated Oct 1, 2026

Role OS

stable

Multi-Claude orchestration: 61 roles, team packs, missions, and structured evidence.

npx role-os
Library Agent infrastructure JavaScript Updated Oct 1, 2026

Roll

stable

RPG dice engine — expression parser, probability analyzer, loot tables, beautiful…

npx @mcptoolshop/roll
CLI Games and game tooling TypeScript Updated Oct 1, 2026

Push-button ML training with presets, indexed runs, and artifact inspection — all…

VS Code extension Training and datasets TypeScript Updated Oct 1, 2026

MCP comedy sidekick — gives LLMs a sense of humor via Ollama-powered comedic personality

npx @mcptoolshop/sensor-humor
MCP servers TypeScript Updated Oct 1, 2026

Si Jam Sessions

beta In development

A deterministic, hashed music law: a model proposes, a checker admits, every take is...

npx @si-jam-sessions/si-jam-sessions
Library Image and media pipelines Rust Updated Oct 1, 2026

Si RPG Engine

beta In development

A deterministic, hashed, replayable 3D simulation engine: a fixed-timestep tick with a...

Library Games and game tooling JavaScript Updated Sep 30, 2026

Sovereign

stable

Sovereign — a Hamilton-system economic board game and its solo / digital adaptation.

npx @mcptoolshop/sovereign
Library Games and game tooling HTML Updated Oct 1, 2026

Sovereignty

stable

A strategy game about governance, trust, and trade — tabletop + XRPL verification.

npx @mcptoolshop/sovereignty
CLI Games and game tooling Python Updated Oct 1, 2026

Sprite Foundry

In development

Headless sprite generation pipeline: ComfyUI, SQLite, and a Godot finish lab.

Image and media pipelines Python Updated Oct 1, 2026

Star Freight — Space Merchant RPG

npx @mcptoolshop/star-freight
Games and game tooling Python Updated Oct 1, 2026

Star Freight Client

In development

Godot 4.6 graphical client for the Star Freight space merchant RPG — renders crew, creatures, and hostiles using pixel sprite packs via JSON-RPC engine bridge

Games and game tooling GDScript Updated Oct 1, 2026

Stillpoint

experimental

Ambient sound mixer for focus and regulation — 50 layered sounds, per-layer volume…

Library Image and media pipelines TypeScript Updated Oct 1, 2026

Canon-aligned visual dataset production: snapshots, splits, training packs, evals.

npx @mcptoolshop/style-dataset-lab
Library Training and datasets JavaScript Updated Oct 1, 2026

Synthesis

experimental

Composable tool framework for building complex AI workflows.

npx @mcptoolshop/synthesis
Library Agent infrastructure TypeScript Updated Oct 1, 2026

Taste Engine

In development

Canon-and-judgment system for creative and product work

npx @mcptoolshop/taste-engine
Agent infrastructure TypeScript Updated Oct 1, 2026

Vocal Synth Engine

experimental

Deterministic vocal instrument engine — additive synthesis with formant control…

npx @mcptoolshop/vocal-synth-engine
Library Image and media pipelines TypeScript Updated Oct 3, 2026

Grammar-based intermediate representation that compiles messy DOM into a small, fixed vocabulary of semantic UI primitives — built for LLMs. Zero runtime deps.

npx @mcptoolshop/websketch-ir
Library Agent infrastructure TypeScript Updated Oct 1, 2026

XRPL Camp

stable

Learn the XRP Ledger in one sitting — real transactions, portable proof, 10 minutes.

npx @mcptoolshop/xrpl-camp
CLI Ledger and verification Python Updated Oct 1, 2026

Creator-owned release system on XRPL — desktop app + CLI for publishing, minting, access gating, and recovery. Testnet preview.

Ledger and verification TypeScript Updated Oct 1, 2026

XRPL Lab

experimental

XRPL training workbook. Learn by doing, prove by artifact.

npx @mcptoolshop/xrpl-lab
Library Ledger and verification Python Updated Oct 1, 2026