Docs MCP Server: Enhance Your AI Coding Assistant

Ruler — apply the same rules to all coding agents

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

Local RAG server for code editors. Scans your codebase, builds a local context index, and connects to any external LLM for context-aware completions and assistance.

XLeRobot: Practical Dual-Arm Mobile Home Robot for $660

Expose llms-txt to IDEs for development

Extract, Edit, Apply

💫 Toolkit to help you get started with Spec-Driven Development

AGENTS.md — a simple, open format for guiding coding agents

Production-ready Claude subagents collection with 100+ specialized AI agents for full-stack development, DevOps, data science, and business operations.

ggRMCP is a gateway that converts gRPC services into MCP-compatible tools, allowing AI models like Claude to directly call your gRPC services. It acts as a translator between the gRPC world and the…

Fabric is an open-source framework for augmenting humans using AI. It provides a modular system for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

An open-source AI agent that brings the power of Gemini directly into your terminal.

An AI-powered security review GitHub Action using Claude to analyze code changes for security vulnerabilities.

🙌 OpenHands: Code Less, Make More

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

Visual testing tool for MCP servers

MCP Toolbox for Databases is an open source MCP server for databases.

Go protobuf compiler extension to turn any gRPC service into an MCP server

The CNCF sandbox for observability visualisation. Already supports Prometheus, Tempo, Loki and Pyroscope - more data sources to come!

New generation PostgreSQL database adapter for the Python programming language

A PostgreSQL logical decoder output plugin to deliver data as Protocol Buffers, used by Debezium (http://debezium.io). Please log issues in our JIRA at https://issues.jboss.org/projects/DBZ/issues

openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ supported cars.

Kubescape is an open-source Kubernetes security platform for your IDE, CI/CD pipelines, and clusters. It includes risk analysis, security, compliance, and misconfiguration scanning, saving Kubernet…

An extremely fast Python linter and code formatter, written in Rust.

A card for Home Assistant Lovelace for exploring the history of your entities interactively and in real time.

A power distribution card inspired by the official Energy Distribution card for Home Assistant

Optional static typing for Python

The TypeScript implementation of Connect: Protobuf RPC that works.

Connect remotely to your Home Assistant instance without opening any ports using Cloudflared.