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Clewso 🧶👀
The Open Source Context Server for AI Agents.
Runs locally. Indexes your repo. 100% Privacy.
Clewso indexes your codebase and gives AI agents structured, navigable context by combining vector search (Qdrant) with graph traversal (Neo4j).
Quick Start
uv tool install clewso # or: pip install clewso
clewso init # configure stores (local Docker or cloud)
clewso index ./my-repo # index your codebase
clewso setup-editor # configure your AI editor
clewso review --staged # graph-aware code review
Features
- Hybrid search — semantic vectors + code graph in one query
- MCP tools — drop-in for Claude Code, Cursor, Copilot, Gemini, Windsurf
- Smart review — context-aware PR review with impact graph analysis
- Local-first — your machine, your data, no cloud dependency
Packages
| Package | Description |
|---|---|
clewso |
CLI — index, review, editor setup |
clewso-ingestion |
Repo indexing pipeline |
clewso-core |
Shared types and embedding client |
Documentation
Full docs at clewso.sh.
License
Metadata
Release files for clewso 0.1.8
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| clewso-0.1.8.tar.gz | 377.6 kB | With provenance | Details for clewso-0.1.8.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| clewso-0.1.8-py3-none-any.whl | Python 3 | none | any | Details for clewso-0.1.8-py3-none-any.whl |
Total release size: 471.9 kB
Release files / clewso-0.1.8.tar.gz
| Download URL | clewso-0.1.8.tar.gz |
|---|---|
| Size | 377.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 26, 2026.
Transparency logRelease files / clewso-0.1.8-py3-none-any.whl
| Download URL | clewso-0.1.8-py3-none-any.whl |
|---|---|
| Size | 94.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
c5f5a46c95b049f54bf96a88bf59931caa80ec74d97442aaf45a93aeaf05793c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 26, 2026.
Transparency logSecurity for clewso 0.1.8
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
All 2 files in this release have been uploaded with provenance metadata.
Attestation for clewso-0.1.8.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 26, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.