Ross ROSS = Recommend OSS · open-source software intelligence for agents

chunkhound/chunkhound

Local first codebase intelligence observed · 2026-08-28

github.com/chunkhound/chunkhound · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

83/100

  • Activity 98
  • Release rhythm 92
  • Longevity 32
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: 0
  • age_days: 455
  • days_rel: 52
  • days_push: 12
  • n_releases_24m: 42

Full methodology

Adoption not part of the score

1418 stars · 129 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

ChunkHound is a local-first codebase intelligence CLI that indexes code with tree-sitter parsing and semantic/regex search, exposing cited context to AI agents via MCP. It combines current code, git history, and web research into implementation-backed answers for agents and teams.

Use cases

  • give coding agents cited context about how a codebase works before editing
  • search my codebase semantically and with regex locally
  • summarize what changed in a branch or release for code review
  • trace a stack trace or bug report to the relevant code paths
  • run an MCP server that lets Claude Code or Cursor query my repo
  • index a monorepo for AI deep research across many languages

When to choose

  • you want local-first code search and RAG without your code leaving the machine
  • you use MCP-compatible agents like Claude Code, Cursor, or Codex and need deep codebase context
  • you need cited answers combining code, git history, and external docs

When to avoid

  • you need a hosted or team-shared code search service rather than a local CLI
  • you only need simple grep-style search without semantic indexing
  • you cannot install Python 3.10+ and uv

Facets

cli-tool · maturity active

search-engine rag mcp parser llm-inference developer-tools developer-tools artificial-intelligence version-control cli python cross-platform windows code-search semantic-search tree-sitter duckdb codebase-intelligence local-first git-history mcp-server code-chunking ai-agents retrieval-augmented-generation search macos linux

5 sources

Member repositories

RepositoryRoleHealth v2
chunkhound/chunkhoundmain83

For agents

markdown · JSON · MCP: product_card(name="chunkhound/chunkhound")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem