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Semble

MCP Developer Tools
Python Latest v0.5.2 · 6d ago Security brief →

Features

  • Fast code indexing (~250 ms) and querying (~1.5 ms) on CPU
  • High retrieval accuracy (NDCG@10 ≈ 0.854, comparable to specialized transformer models)
  • Token‑efficient: uses ~98% fewer tokens than grep+read workflows

Recent releases

View all 23 releases →
No immediate action
v0.5.2 New feature

partial reindexing

No immediate action
v0.5.1 Bug fix

Try/except for downloads

No immediate action
v0.5.0 New feature

Model update

No immediate action
v0.4.2 New feature

Unattended install + zcode

No immediate action
v0.4.1 Breaking risk

Repository mandatory

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About

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Install & Platforms

Install via
pip

Beta — feedback welcome: [email protected]