chunkhound-native

Local-first codebase intelligence

100% AI Generated

Your AI assistant searches code but doesn't understand it. ChunkHound researches your codebase—extracting architecture, patterns, and institutional knowledge at any scale. Integrates via MCP.

Features

cAST Algorithm - Research-backed semantic code chunking
Multi-Hop Semantic Search - Discovers interconnected code relationships beyond direct matches
Semantic search - Natural language queries like "find authentication code"
Regex search - Pattern matching without API keys
Local-first - Your code stays on your machine
32 languages with structured parsing
- Programming (via Tree-sitter): Python, JavaScript, TypeScript, JSX, TSX, Java, Kotlin, Groovy, C, C++, C#, Go, Rust, Haskell, Swift, Bash, MATLAB, Makefile, Objective-C, PHP, Dart, Lua, Vue, Svelte, Zig
- Configuration: JSON, YAML, TOML, HCL, Markdown
- Text-based (custom parsers): Text files, PDF
MCP integration - Works with Claude, VS Code, Cursor, Windsurf, Zed, etc
Real-time indexing - Automatic file watching, smart diffs, seamless branch switching, and explicit backend selection (watchdog, watchman, polling)

Documentation

Visit chunkhound.ai for documentation:

Configuration Guide

Requirements

Python 3.10+
uv package manager
API keys (optional - regex search works without any keys)
- Embeddings: VoyageAI (recommended) | OpenAI | Local with Ollama
- LLM (for Code Research): Claude Code CLI or Codex CLI (no API key needed) | Anthropic | OpenAI | Grok (xAI)

Installation

# Install uv if needed
curl -LsSf https://astral.sh/uv/install.sh | sh

# Install ChunkHound
uv tool install chunkhound

Quick Start

Create .chunkhound.json in project root

{
  "embedding": {
    "provider": "voyageai",
    "api_key": "your-voyageai-key"
  },
  "llm": {
    "provider": "claude-code-cli"
  }
}

Note: Use "codex-cli" instead if you prefer Codex. Both work equally well and require no API key.

Index your codebase

chunkhound index

Search changed code in recent commits

# Last N commits
chunkhound search "authentication changes" --last-n 20

# Changes introduced by that commit (diff against its parent; root commits use empty tree)
chunkhound search "database migration" --commit-hash abc1234

# Custom git range
chunkhound search "API changes" --commit-range v2.0..HEAD

# Deep research over recent changes
chunkhound research "what changed in the auth module?" --last-n 50

--vector-source controls scope: diff (default, changed code only), both (merges diff + DB), db (ignore diff).

For configuration, IDE setup, and advanced usage, see the documentation.

Why ChunkHound?

Approach	Capability	Scale	Maintenance
Keyword Search	Exact matching	Fast	None
Traditional RAG	Semantic search	Scales	Re-index files
Knowledge Graphs	Relationship queries	Expensive	Continuous sync
ChunkHound	Semantic + Regex + Code Research	Automatic	Incremental + realtime

Ideal for:

Large monorepos with cross-team dependencies
Security-sensitive codebases (local-only, no cloud)
Multi-language projects needing consistent search
Offline/air-gapped development environments

License

MIT

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

The dropdown lists show the available interpreters, ABIs, and platforms. Enable javascript to be able to filter the list of wheel files.

chunkhound_native-5.2.1-cp310-abi3-win_amd64.whl (745.0 kB view details)

Uploaded Jul 12, 2026 CPython 3.10+Windows x86-64

chunkhound_native-5.2.1-cp310-abi3-manylinux_2_34_x86_64.whl (924.5 kB view details)

Uploaded Jul 12, 2026 CPython 3.10+manylinux: glibc 2.34+ x86-64

chunkhound_native-5.2.1-cp310-abi3-macosx_11_0_arm64.whl (801.3 kB view details)

Uploaded Jul 12, 2026 CPython 3.10+macOS 11.0+ ARM64

File details

Details for the file chunkhound_native-5.2.1-cp310-abi3-win_amd64.whl.

File metadata

Download URL: chunkhound_native-5.2.1-cp310-abi3-win_amd64.whl
Upload date: Jul 12, 2026
Size: 745.0 kB
Tags: CPython 3.10+, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for chunkhound_native-5.2.1-cp310-abi3-win_amd64.whl
Algorithm	Hash digest
SHA256	`4ff8c00c40b59cdbbb64a5289aaaf43c0c35ab448f07fa3c08da7b0cc1e487ce`
MD5	`d7bbf9ef54f1a86ef32b31d9b30bdb14`
BLAKE2b-256	`0e95a3cf1f121e7ade93421d1e0d28b118eb1826ac58c271023e63192e98e75f`

See more details on using hashes here.

Provenance

The following attestation bundles were made for chunkhound_native-5.2.1-cp310-abi3-win_amd64.whl:

Publisher: release.yml on chunkhound/chunkhound

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: chunkhound_native-5.2.1-cp310-abi3-win_amd64.whl
- Subject digest: 4ff8c00c40b59cdbbb64a5289aaaf43c0c35ab448f07fa3c08da7b0cc1e487ce
- Sigstore transparency entry: 2151991576
- Sigstore integration time: Jul 12, 2026
Source repository:
- Permalink: chunkhound/chunkhound@7311a21629a1b0b6ee1d4bfbeea8b03d9e9e8b1a
- Branch / Tag: refs/tags/v5.2.1
- Owner: https://github.com/chunkhound
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: release.yml@7311a21629a1b0b6ee1d4bfbeea8b03d9e9e8b1a
- Trigger Event: release

File details

Details for the file chunkhound_native-5.2.1-cp310-abi3-manylinux_2_34_x86_64.whl.

File metadata

Download URL: chunkhound_native-5.2.1-cp310-abi3-manylinux_2_34_x86_64.whl
Upload date: Jul 12, 2026
Size: 924.5 kB
Tags: CPython 3.10+, manylinux: glibc 2.34+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for chunkhound_native-5.2.1-cp310-abi3-manylinux_2_34_x86_64.whl
Algorithm	Hash digest
SHA256	`534ef393c6edf75b494d8b149c1d1a8b2104493bec15257369973821846c3b71`
MD5	`ca0be4bbe1003f04fe50db6089d84d5e`
BLAKE2b-256	`14f022502b4683fe3a50a6ffcdf4d7a0d20eeeaff4c8fcb6981aa33eb7fecf1d`

See more details on using hashes here.

Provenance

The following attestation bundles were made for chunkhound_native-5.2.1-cp310-abi3-manylinux_2_34_x86_64.whl:

Publisher: release.yml on chunkhound/chunkhound

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: chunkhound_native-5.2.1-cp310-abi3-manylinux_2_34_x86_64.whl
- Subject digest: 534ef393c6edf75b494d8b149c1d1a8b2104493bec15257369973821846c3b71
- Sigstore transparency entry: 2151991508
- Sigstore integration time: Jul 12, 2026
Source repository:
- Permalink: chunkhound/chunkhound@7311a21629a1b0b6ee1d4bfbeea8b03d9e9e8b1a
- Branch / Tag: refs/tags/v5.2.1
- Owner: https://github.com/chunkhound
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: release.yml@7311a21629a1b0b6ee1d4bfbeea8b03d9e9e8b1a
- Trigger Event: release

File details

Details for the file chunkhound_native-5.2.1-cp310-abi3-macosx_11_0_arm64.whl.

File metadata

Download URL: chunkhound_native-5.2.1-cp310-abi3-macosx_11_0_arm64.whl
Upload date: Jul 12, 2026
Size: 801.3 kB
Tags: CPython 3.10+, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for chunkhound_native-5.2.1-cp310-abi3-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`6e38a9e433ae5dbb3c1ff27d4016355633c82c32fb4be84d5a0f219e123c53ff`
MD5	`19e1c8d96c724083873f0627f35b4e28`
BLAKE2b-256	`c958443a37f6b52452eaeaa39eb486c04ee9f3245ef0909155c3fe884d9fe037`

See more details on using hashes here.

Provenance

The following attestation bundles were made for chunkhound_native-5.2.1-cp310-abi3-macosx_11_0_arm64.whl:

Publisher: release.yml on chunkhound/chunkhound

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: chunkhound_native-5.2.1-cp310-abi3-macosx_11_0_arm64.whl
- Subject digest: 6e38a9e433ae5dbb3c1ff27d4016355633c82c32fb4be84d5a0f219e123c53ff
- Sigstore transparency entry: 2151991526
- Sigstore integration time: Jul 12, 2026
Source repository:
- Permalink: chunkhound/chunkhound@7311a21629a1b0b6ee1d4bfbeea8b03d9e9e8b1a
- Branch / Tag: refs/tags/v5.2.1
- Owner: https://github.com/chunkhound
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: release.yml@7311a21629a1b0b6ee1d4bfbeea8b03d9e9e8b1a
- Trigger Event: release

Release history Release notifications | RSS feed

This release

5.2.1 This release

Jul 12, 2026 3 files

5.2.0

Jul 12, 2026 3 files

Pre-release

5.2.0a6

Jul 12, 2026 3 files

0.1.0

May 27, 2026 1 file

chunkhound-native 5.2.1

Features

Documentation

Requirements

Installation

Quick Start

Why ChunkHound?

License

Key dates

2 maintainers

Download files

Source Distributions

Built Distributions

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

Release history Release notifications | RSS feed