Discover, extract, and interact with the web - one interface powering automated access across the public internet.
Interact with the GitHub API using PyGithub to manage repositories, issues, and pull requests.
PyMilvus Code Generate Helper
Retrieves relevant code snippets and documents to assist in generating PyMilvus code, requiring a running Milvus instance.
A server to query the Python Package Index (PyPI) for package information, dependencies, and compatibility.
A Python REPL with persistent sessions and automatic dependency management using uv.
Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
Interact with the Qase API for test management. Requires a QASE_API_TOKEN for authentication.
Implement semantic memory layer on top of the Qdrant vector search engine
connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
Quantum Simulator MCP Server
A quantum circuit simulator with noise models and OpenQASM 2.0 support, accessible via the Model Context Protocol (MCP).
An MCP server for Quickbase, enabling seamless integration with AI assistants like Claude Desktop.
Interact with Quire.io projects and tasks using the Quire API, enabling AI assistants to manage your workflow.
Access the Quran API from alquran.cloud to retrieve accurate Quranic text and reduce LLM hallucinations.
Interact with the RAD Security platform which provides AI-powered security insights for Kubernetes and cloud environments.
Interact with Radicle (peer-to-peer code collaboration) and GitHub through a unified interface.
An MCP server for accessing Ragie's knowledge base retrieval capabilities.
A Ruby gem providing secure Rails console access through MCP for AI agents and development tools.
An intelligent tool for AI assistants to present multiple UI component designs for user selection.
Interact with Ramp's Developer API to run analysis on your spend and gain insights leveraging LLMs
Provides LLMs with essential random generation abilities, built entirely on Python's standard library.
Interact with your crash reporting and real using monitoring data on your Raygun account
An MCP-based database server with support for SQLite, MySQL, PostgreSQL, and MSSQL.
React Native Debugger MCP
Connects to the React Native application debugger to retrieve console logs from Metro.
A web search server that integrates with the Exa API to perform basic and advanced searches.
Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies.
Extracts and transforms webpage content into clean, LLM-optimized Markdown using the Readability algorithm.
An MCP server for advanced research assistance, configurable via environment variables.
Generate and edit raster/vector images, vectorize, remove/replace backgrounds, and upscale using the Recraft AI API.
Access Reddit's public API to browse frontpage posts, subreddit information, and read post comments.
Integrates Claude AI with the Redmine project management system to enhance project management tasks.
Redshift Utils MCP Server
Perform database actions on Amazon Redshift via its Data API.