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squawkit
Semi-QUalified Agent Wingman Kit. The stateful intelligence + MCP server layer for fledgling-equipped agents.
squawkit wraps fledgling's SQL macros (via
pluckit — pip install ast-pluckit) with smart defaults,
token-aware output, session caching, compound workflows, an MCP server,
prompt templates, and live resources.
Install
pip install squawkit
Run
squawkit
Starts the FastMCP server on stdio. Connect it to Claude Code, Cursor, or any MCP-compatible client.
What agents get
- 25+ tools — code search, AST analysis, doc browsing, git history, diagnostics
- 4 compound workflows —
explore,investigate,review,search - 3 prompt templates — pre-loaded with live project data
- 5 resources — always-on project overview, docs, git status, session log
- Smart defaults — infers language, doc layout, main branch automatically
- Token-aware output — truncation with head+tail hints, automatic bypass
Architecture
squawkit → ast-pluckit → fledgling-python → fledgling (SQL) → DuckDB extensions
Note: pluckit is published on PyPI as
ast-pluckit. The Python import name is stillpluckit.
squawkit is the opinionated top layer. It adds session state, MCP protocol, and intelligence heuristics on top of the stateless query layers below it.
Documentation
Full docs at squawkit.readthedocs.io.
License
Apache 2.0
1 maintainer
Metadata
1 maintainer
Release files for squawkit 0.2.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| squawkit-0.2.0.tar.gz | 42.8 kB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| squawkit-0.2.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 69.4 kB
Release files / squawkit-0.2.0.tar.gz
| Download URL | squawkit-0.2.0.tar.gz |
|---|---|
| Size | 42.8 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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| Download URL | squawkit-0.2.0-py3-none-any.whl |
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| Size | 26.6 kB |
| Tags | Python 3 |
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Signed by GitHub Actions, verified by PyPI on Apr 12, 2026.
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