Provides access to OpenTelemetry traces and metrics through Logfire.

Unified OceanBase integration layer enabling AI assistants to securely query, manage, and monitor ecosystem resources.

Standards for building agents, better

Maven Central dependency intelligence for JVM build tools. Supports all build tools (Maven, Gradle, SBT, Mill) with Context7 integration for documentation support.

A Claude-integrated tool enabling direct questions to ChatGPT desktop, viewing history, and continuing conversations with robust macOS UI automation.

A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

Interact with your Reaper (Digital Audio Workstation) projects.

HTTP-driven browser automation with UI and dashboard, enabling agents to perform complex web tasks and rapid research.

Node.js MCP server enabling AI agents to securely interact with Webflow sites via OAuth and the Webflow SDK.

An MCP server that connects to the Discogs API for interacting with your music collection.

Automates conversion of any OpenAPI v3 API into a fully interoperable interface with zero-code integration and automatic endpoint mapping.

Allows LLMs to discover, summarize, and discuss QA Sphere test cases inside AI-powered IDEs.

Ultra-light framework enabling memory-backed, tool-driven autonomous agents with native skill support and multi-model streaming.

docker mcp CLI plugin / MCP Gateway

An MCP server to query and retrieve medical images and for parsing and reading dicom-encapsulated documents (pdf etc.).

Crate-focused, up-to-date Rust documentation powered by embeddings and semantic search to boost code assistants with precise API insights.

Executes Manim scripts locally to render animations, saves outputs, and supports cleanup with portable configuration.

Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants

MCP server helping models to understand your Vite/Nuxt app better.

KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.

Structured, stage-based thinking facilitator with tracking, persistence, and cross-thought analysis for progressive problem solving across sessions and domains.

Official LaunchDarkly integration enabling AI tools to manage feature flags through the Model Context Protocol.

Blazing-fast, AI-friendly directory visualization with semantic analysis, memory persistence, and security scanning.

Streamable Ragie knowledge base retrieval with partition support, Cursor/Claude integration, and flexible CLI configuration.