Unified, Python-powered framework auto-discovers tools, prompts, and resources with enterprise-grade auth, telemetry, and seamless LLM utilities.

MCP server integrating WebScraping.AI with proxy rotation, JS rendering, and sandboxed content for safe, structured data extraction via LLMs.

SSE-based access to OSV vulnerability data for packages by version or commit, with batch and ID lookup.

Local-first hierarchical knowledge graph with Markdown notes, LSP editing, and MCP-based external memory for AI agents.

Yahoo Finance-powered MCP server delivering fundamentals, price history, options, and market signals for long-term investors.

Monorepo exposing Twilio APIs to AI assistants via a protocol, enabling secure, filtered access to messaging and communications.

Lightweight bridge to control Spotify playback, manage playlists, and enable AI-driven music workflows across devices.

LLM-friendly interface exposing Polygon.io market data (stocks, forex, indices, options) via three composable tools with in-memory storage.

Send DMs on Instagram via your LLM

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.).