msiemens / tinydb
TinyDB is a lightweight document oriented database optimized for your happiness :)
github.com/msiemens/tinydbIndexed at 18d73a1Up to date with upstream
About this codebase
Tinydb is a lightweight document database engine: it consumes a user-provided dataset (and optional persistence configuration), builds internal indexable representations through its query/operation pipeline, and outputs query results plus persisted table state back through its storage/write-back interfaces. In practice, you create a TinyDB instance, define one or more `Table`s, run `Query` operations (e.g., `all`, `any`, `one_of`) against the table’s indexed documents, and optionally persist changes via the table’s write-back workflow.
Written by gpt-5.4-nano from the index
33 files and 361 symbols in 3 modules, led by Python (21 files) and Makefile (1).
Code health
This codebase scores 7.4 out of 10 for code health, which we rate good. It also scores maintainability 9.2 and static performance 10.0 out of 10. The three are scored separately and never blended into one number. Risk is concentrated, as it usually is: 2 of 33 files are git hotspots, and they average 5.6 — which is where the fixes pay off most.
Do next
Nothing stands out in the week to Sep 18, the last indexed commit.
Repowise ran 5 checks over this index and none of them produced work for this time frame.
No accepted decisions to drift. Too few files for coverage to change the list.
Use msiemens/tinydb in your agent
Point Claude Code, Cursor, Codex or VS Code at this repository. Your agent gets the index this page is built from: cited answers, callers, history and health for any file.
https://api.repowise.dev/mcp/msiemens/tinydbOne command, run anywhere. Adds the server to your local Claude Code config.
Docsclaude mcp add --transport http repowise https://api.repowise.dev/mcp/msiemens/tinydb \ --header "Authorization: Bearer rw_live_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
This repo is public, so anyone with a Repowise account and an API key can connect.
Try asking
- get_overview()
- get_answer("how is tinydb put together?")
- get_why("why is tinydb structured this way?")
Prefer local? pip install repowise && repowise init indexes your own checkout, no account needed.
Go deeper
- OverviewEverything the index found, what changed this week, commits and decisions.
- DocumentationModule-by-module documentation, 50 pages, 4 written by a model.
- ArchitectureDependency graph, layers and third-party dependencies.
- Code healthEvery file's score, the findings behind it, tests and refactoring plans.
- CommitsEach commit's effect on code health, with agent provenance.
- ContributorsWho owns what, and where one person holds most of the knowledge.
- DecisionsArchitectural decisions mined from commits and pull requests.
- Ask this codebaseSign inGrounded answers over the indexed code.
Maintain this repo? Claim the page
Sign in with GitHub and we check that you are an admin or maintainer of msiemens/tinydb. Then add a badge to the README that links readers here.
Use this repo from Claude or ChatGPT
Add this URL as a custom connector and sign in with repowise when asked. No API key to copy.
https://api.repowise.dev/mcp/msiemens/tinydbFor maintainers
Add a badge to your README
Every badge is public, cached, and updates on its own after every index. Nothing to install.
Repowise badge
Links to this page, with no score on it. Adding it also re-indexes the repo every week.
[](https://repowise.dev/repo/msiemens/tinydb?src=badge_wiki)Code health badge
The repo's health score out of 10, from the latest index.
[](https://repowise.dev/repo/msiemens/tinydb?src=badge_health)Code health card
A larger card with the score, its change since the last index, and when it was measured. The HTML version follows the reader's light or dark theme.
[](https://repowise.dev/repo/msiemens/tinydb?src=badge_card)How msiemens/tinydb works
TinyDB is a lightweight document oriented database optimized for your happiness :) This page is a map of the msiemens/tinydb repository, written primarily in Python, rebuilt from the source each time it is indexed. Repowise parses every symbol, computes a dependency graph, scores per-file code health from complexity, duplication, test coverage and churn, mines git history for hotspots and ownership, and lifts the architectural decisions into documentation you can read here or query through MCP.
The codebase has 33 files and 361 symbols in 3 modules, led by Python and Makefile. Code health is 7.4 out of 10, rated good.
Use the links above to open each view, or connect this repository to your agent for grounded answers inside Claude, Cursor, Codex or VS Code.