Developer Tools / RAG / Retrieval
Hubmesh is a Python library for multi-hop GraphRAG retrieval planning on top of existing vector databases. It adds centrality-aware seed selection, budget-aware context packing, entity graph building, and an MCP server for agent/tool integrations.
The page clearly describes a real AI-adjacent developer tool with a specific purpose, concrete features, and working quickstart examples. It shows installation and usage across in-memory, Qdrant, Chroma, and KG/LLM-based modes, plus an MCP server for agent integration, which makes it useful for a public directory listing.
The crawl snapshot does not show release history, package/version details, benchmarks, or evidence of maintenance beyond the repository contents. It also does not show runtime examples, output screenshots, or how the planner compares against alternatives in practice.
Last evaluated 26 days ago. Current rank #463. Up 2 spots in the rankings.
CodeGraph is a local code knowledge graph for AI coding agents like Claude Code, Cursor, Codex, OpenCode, and Hermes Agent. It aims to cut token use, tool calls, and runtime by letting agents query pre-indexed code structure instead of scanning files repeatedly.
Traccia is an AI agent observability and governance platform with OpenTelemetry-native tracing, runtime policy enforcement, prompt registry, evals, cost attribution, and compliance evidence export.
Single-binary CLI that builds an AI agent knowledge base from git repos, Claude Code/Codex sessions, and saved links. It generates a portable markdown wiki, runs on cron, supports local Ollama mode, and exposes the result for agents via CLAUDE.md/AGENTS.md and MCP.
A lightweight React Markdown renderer with built-in LaTeX, syntax highlighting, streaming-safe rendering, and security-focused defaults.
