Tools

An open-source search and retrieval engine (vector database) for building AI applications with embeddings-based memory and RAG.

An official MCP server exposing Chrome DevTools to coding agents, letting them inspect, debug, and drive a real Chrome browser.

A platform giving agents 1000+ tool integrations, tool search, managed authentication, and a sandboxed workbench for taking real-world actions.

An MCP server that feeds up-to-date, version-specific library documentation into LLMs and AI code editors so generated code targets current APIs.

A production-ready platform for building agentic LLM applications and workflows, combining a visual builder, RAG, and model orchestration.

Open-source secure cloud sandboxes that let AI agents run code and use real tools in isolated environments.

An MCP server exposing Exa's neural web search and crawling so agents can retrieve current information from the web.

A Pythonic framework for building Model Context Protocol servers and clients quickly, handling the protocol plumbing for you.

An MCP server that hands Figma layout and design data to AI coding agents so they can build UIs that match a design.

An API that crawls, scrapes, and searches the web at scale and returns clean, LLM-ready markdown for agents and RAG pipelines.

The official Firecrawl MCP server, adding web scraping and search to MCP-compatible clients like Claude and Cursor.

GitHub's official MCP server, letting agents work with repositories, issues, pull requests, and Actions through the GitHub API.

Google's open-source MCP server for databases, giving agents secure, pooled access to query many SQL and NoSQL data stores.

A universal memory layer for AI agents and assistants that stores, recalls, and manages long-term user and session memory.

A fair-code workflow automation platform with native AI features and hundreds of integrations, letting you wire agents and tools into visual, self-hostable pipelines.

A self-hosted, user-friendly web interface for local and API-based LLMs, with support for Ollama, OpenAI-compatible endpoints, RAG, and tools.

Microsoft's MCP server that gives agents structured, accessibility-tree-based control of a browser via Playwright, without relying on screenshots.