Gives the agent up-to-date documentation and code examples for libraries and frameworks, fetched on demand so answers are not stuck at the model's training cutoff. Runs locally from the @upstash/context7-mcp npm package. Needs 1 environment variable to run.
Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more. Runs locally from the @brave/brave-search-mcp-server npm package. Needs 1 environment variable to run.
Connect AI agents to Exa for web search, content fetching, and multi-step research. Runs locally from the exa-mcp-server npm package. Needs 1 environment variable to run.
Gives the agent up-to-date documentation and code examples for libraries and frameworks, fetched on demand so answers are not stuck at the model's training cutoff. Runs locally from the @upstash/context7-mcp npm package.
Lets the agent work with GitHub: search code, read and create issues and pull requests, and manage repositories through the GitHub API. Runs locally from the @modelcontextprotocol/server-github npm package. Needs 1 environment variable to run.
Lets the agent drive a real browser: open pages, click, type, take screenshots and read the accessibility tree, using Playwright. Runs locally from the @playwright/mcp npm package.
Structural drift detection for nested JSON / dict data. Learn the shape of your payloads, freeze it as a contract, catch breaking changes before they hit your code. Runs locally from the contractguard Python package.
AI-powered code review for GitHub & GitLab. Works with any LLM: GPT-4o, Claude, Llama, Gemini, Ollama. Free, open source. Runs locally from the pr-reviewer Python package.