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Validates schema files against customizable lint rules using Claude or Gemini AI, supporting JSON and SQL schemas with rules for naming, structure, and migration safety.

Crash-proof LLM pipelines. Resumes from failure without a database.

Control a Govee BLE RGBIC LED strip from Claude (or any MCP client) over Bluetooth on macOS.

An MCP server that provides AI agents with a contextual memory system, storing query-error-solution chains as a typed graph with local embedding search.

GenPark AI Agent Skill - Inverted File Index (IVF) k-means Voronoi cell clusterer and coarse vector quantizer for scalable ANN search.

Integrates with RenderDoc's headless replay API to provide automated GPU frame capture analysis. Offers 42 tools covering session management, pipeline inspection, shader analysis, resource enumeration, performance profiling, and diagnostic checks. Supports D3D11, D3D12, OpenGL, Vulkan, and OpenGL ES captures with GPU quirk detection for Adreno, Mali, PowerVR, and Apple GPUs.

An MCP server that provides text conversion, formatting, and analysis functions, which can be directly integrated into the development workflow.

A read-only Telegram MCP server that retrieves messages from your DMs, groups, and channels, enabling Claude to generate executive briefings from Telegram conversations.

Enables AI-powered music composition and control for REAPER DAW through OSC and ReaScript integration. Supports transport control, MIDI generation, track management, and music theory operations like scales, chords, and rhythm patterns.

Fast, minimal YouTube 'watch' engine for AI agents that extracts clean transcripts, searches, and slices any YouTube video without requiring an API key.

Read-only MCP server for exact, citable values of fundamental physical constants, particle properties, and material properties

Enables AI agents to safely work on GitHub PR reviews behind a safety boundary, creating draft reviews and optionally submitting them with fixed guardrails, without exposing write tokens.

MCP server to operate your own LINE bot: webhook queue health, failed jobs and retries, push, Rich Menu, follower insight.

MCP server para VeriFactu (AEAT). Facturación electrónica española desde Claude Code.

Let your agent control your steam client. e.g. "pick a strategy game from my library and launch it"

Connects OpenAI Codex Desktop to QGIS Desktop for natural language GIS operations, including project management, layer manipulation, and algorithm execution.

ZMCP turns your Obsidian vault into an AI-accessible workspace. It creates a bridge between your notes and AI assistants like Claude, allowing them to read, write, and manage your knowledge base directly.

Discover and browse docs across libraries and frameworks. Search topics, skim high-level indexes, and open the exact pages you need. Fetch complete documentation when you require full-context analysis.

Enables AI assistants to work with OrcaSlicer code and perform slicing operations, such as reading files, checking Git status, and slicing 3D models to get print time and filament usage.

Exposes pySigma functionality for validating Sigma security detection rules through the MCP protocol. Provides tools for rule validation and validator configuration covering common Sigma backends. Python 3.10+ with stdio transport, maintained by the official SigmaHQ project.