Management & intelligence client for Ratel Cloud — catalog writes, intent analysis, and skill-suggestion review over the v1 HTTP API. Private.

Open-source observability tool that uses AI agents to self-heal your software

PostgreSQL connection pooler, load balancer and database sharder.

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing…

BUSY is a lean, statically typed, cross-platform, easily bootstrappable build system for GCC, CLANG and MSVC inspired by Google GN

Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, live in your terminal.

The MongoDB Database

Rapidata Python SDK - a way to programmatically request humans

Laminar - open-source observability platform purpose-built for AI agents. YC S24.

Latitude is the open-source AI monitoring platform.

Stop re-explaining yourself

Claude Code / Cursor / Codex skills to work on and improve AI agent codebases.

Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

A list of AI autonomous agents

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

Telegram bot for following narrow, source-curated news trails with AI filtering and summarization

🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

Analyze OpenCode session context usage and tool call performance with terminal histograms

Make your agents improve themselves. Reflexio is an AI agent self-improvement harness that enables your AI agents to continuously learn from real user interactions.

Turns corrections into Preferences, Project-specific skills, and Shared skills for Claude Code, Codex, and OpenCode.

CTOP - Interactive Process Viewer for AI Coding Agents

Benchmark harness for Ratel: BM25 retrieval evaluation + agent-campaign with LLM judge

The open-source TypeScript framework for building AI workflows and agents. Designed for Claude Code describe what you want, Claude builds it, with all the best practices already in place.

MCP server library + ratel-local CLI: expose a Ratel tool catalog as a Model Context Protocol server. Manage upstream MCP servers, OAuth, and Claude Code import from one binary.

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

[ICLR'24] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use

Official code for ACL2025 "🔍 Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models"

[ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.