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shapa

PyPIInfrastructure

No liveness check has reached it yet; it is registered on GitHub and PyPI and has been in the index since 9 Oct 2026. How this is checked

Shapa is an open-source Python package that stores memory and work ledgers for coding agents in SQLite files. It provides harness hooks for Claude Code, Codex, and OpenCode, with support for agent workflows and MCP integration.

Inferred · not functionally tested

Open SourceMITCLISelf-hosted
Visit PyPI
2stars
8features
2026since

Overview

6 features

Purpose: Keeping coding-agent memory and work history persistent across sessions and harnesses.

Inferred · not functionally tested

Audience: developers building or using coding agents

Inferred · not functionally tested

Functions: agents, collaboration

Inferred · not functionally tested

Interfaces: API: unknown · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

In the Memory & skills space, shapa takes a focused approach. Inferred · not functionally tested: It focuses on keeping coding-agent memory and work history persistent across sessions and harnesses. Inferred · not functionally tested: It is built as an open-source project for developers building or using coding agents. Basis unknown · not verified: shapa is open source under the MIT license. Basis unknown · not verified: shapa is available on the command line, and it can be self-hosted.

It is developed by Roukh, and it first shipped in 2026. Development happens publicly on GitHub with 125 commits in the last 90 days. Inferred · not functionally tested: Among its 6 catalogued features are agent memory, work ledger, and SQLite storage. Basis unknown · not verified: Catalogued interfaces include an MCP server.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Agent memory
  • Work ledger
  • SQLite storage
  • Harness hooks
  • MCP support
  • Claude Code hooks

Topics: Inferred · not functionally tested

Tags
coding-agent-memorywork-ledgersqlite-storageharness-hooks
AI capabilities
TextCode
Inference: Local

JSON profile · Text profile · Access guide

Built with & integrations

Written with
Claude Code
Connectors
MCPvscode
Runs on
CLISelf-hosted
Written with — evidence
Claude Code
commit c85e958a6f9a · since Oct 2026

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceGitHub · ★ 2Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed9 Oct · 00:58 UTC
    shapa seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about shapa

What does shapa do?
Inferred · not functionally tested: Shapa focuses on keeping coding-agent memory and work history persistent across sessions and harnesses. It is catalogued under Memory & skills on PulseGate.
Who is shapa for?
Inferred · not functionally tested: shapa is an open-source project built for developers building or using coding agents.
Is shapa free?
Basis unknown · not verified: Yes — shapa is open source under the MIT license and free to use.
What platforms does shapa run on?
Basis unknown · not verified: shapa runs on the command line. It can also be self-hosted.
Is shapa still active?
The GitHub repository shows 125 commits in the last 90 days.
What are alternatives to shapa?
Similar projects tracked by PulseGate include Lighthouse, memd-engine, and Rinkata.Lighthousememd-engineRinkata
Who develops shapa?
shapa is developed by Roukh.
When did shapa launch?
shapa first shipped in 2026.

Also in Memory & skills

Same category — not a similarity match