Context7 Python

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

MCP server for JetBrains TeamCity with 87 tools for builds, tests, agents, and CI/CD pipeline management.

Provides a collection of useful web development tools.

Interface with Malware Bazaar to get real-time threat intelligence and sample metadata for cybersecurity research.

A Python client that connects local LLMs via Ollama to Model Context Protocol servers, enabling them to use tools.

Interact with an MCP registry to check health, list entries, and get server details.

A tool for structured software development planning, helping to break down projects into tasks and track progress.

A server for code indexing, searching, and analysis, enabling LLMs to interact with code repositories.

A code observability MCP enabling dynamic code analysis based on OTEL/APM data to assist in code reviews, issues identification and fix, highlighting risky code etc.

Provides Ant Design component documentation to large language models (LLMs), allowing them to explore and understand the components.

An implementation of the Model Context Protocol (MCP) for communication between AI models and external tools, featuring server and client examples in Python and Spring Boot.