High-performance, context-efficient filesystem toolkit in Rust with partial reads, structured formats, and token-conscious budgets for AI assistants.

Quality gate for Model Context Protocol ecosystems, scoring conformance, tool metadata, security posture, and efficiency in a single run.

Rust-native, multi-repo code search with hybrid semantic, lexical, and symbol retrieval, plus precise edit targeting and lightweight local operation.

Lightweight webcam presence check using BlazeFace for Claude Code, with automatic model download and a stop-hook to keep conversations responsive.

Indexes Semaphore UI docs and API for rich search, CRUD management, and task orchestration.

Automates SPINE2D character rigging and animation from PSDs using natural language, with previews and multi-format exports.

Flax Engine integration exposing 87 editing tools via HTTP/REST for AI agents to orchestrate scenes, assets, and workflows.

Desktop VM sandbox for AI agents with real isolation and zero-token security that prevents keys from leaving the host.

Headless integration enabling darktable operations via clients, with import, rating, presets, and vision-based previews for streamlined photography workflows.

A UI component for visualizing and validating MCP Server Cards, and for testing MCP server capabilities using the server card definition.

Bridges AI agents to JetBrains MCP across IDEs with auto-discovery, schema-first calls, and safe tool access for code, DB, and refactoring.

Read-only AliExpress data fetch with MTOP-signed requests, CAD pricing, and Canada shipping estimates.

A modular TypeScript solution bundling ChurchTools API docs at build time, enabling live API calls, calendar creation, academy search, and reusable prompt-based investigation workflows.

Enterprise-grade MCP server enabling safe, schema-aware PostgreSQL access via dual transport, with strict access modes and remote DB support.

AI-assisted hardware debugging via SEGGER J-Link with memory access, flashing, RTT logs, and automatic fault analysis.

AI-powered integration for Rockwell Studio 5000 PLCs exposing tags, UDTs, and routines to AI agents.

Self-hosted Vikunja memory extension stores facts and tasks for long-term recall with per-repo Kanban and structured tagging to optimize AI reasoning.

AI-driven workflow orchestration with sandboxed execution and verifiable audit trails via a streamable endpoint protocol.

AI-driven analysis and mapping that creates xLights-ready sequences with model-aware effects and flexible generation modes.

Exposes Kali Linux tools as structured, callable actions aligned to ATT&CK tactics for LLM-driven offensive security workflows.

Open-source AI bridge enabling agents to read, explore, and automate Ignition projects with gateway access and live data.

Exposes LISTEN podcast data to AI editors for seamless retrieval of podcasts, episodes, transcripts (txt/srt/vtt), and playback history.

TypeScript-based Gmail integration delivering structured JSON responses, full attachment support, robust label and filter management with OAuth auto-auth.

Unified toolkit bundling 35 AI-ready tools for rapid, turnkey integration with LLM agents and workflows.