Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Native deterministic engine and read-only MCP server for engineering decisions.
| Date | Stars |
|---|---|
| 2026-07-31 | 285 |
| 2026-08-06 | 287 |
| 2026-08-14 | 290 |
| 2026-08-24 | 291 |
| 2026-08-25 | 292 |
| 2026-08-30 | 292 |
| 2026-09-06 | 293 |
| 2026-09-08 | 294 |
| 2026-09-15 | 293 |
| 2026-09-20 | 294 |
Today
+1 stars today
This week
— stars this week
This month
+4 stars this month
Momentum
39.0
growth rate 0.00%/day
# AsDecided
**Engineering decisions your agents can follow. Build, as decided.**
AsDecided keeps requirements, decisions, designs, roadmaps, and prompts as
typed Markdown in your repository. Its native Rust engine validates that
knowledge, retrieves relevant decisions deterministically, and serves it
read-only to agents over MCP.
No embeddings, model call, hosted index, or Python runtime is required. The
same repository state produces the same answer.
[Product site](https://asdecided.com/) · [Documentation](https://asdecided.com/docs/start-here/) · [Canonical sources](https://asdecided.com/sources) · [Changelog](https://asdecided.com/changelog)
## Install
Install the native engine and MCP server through Homebrew:
```sh
brew install asdecided/tap/asdecided-core
```
Rust users can install the `decided` CLI directly from crates.io:
```sh
cargo install decided
cargo install decided-mcp
```
Windows users can install both native executables through Scoop:
```powershell
scoop bucket add asdecided https://github.com/asdecided/scoop-bucket
scoop install asdecided
```
Native `decided` and `decided-mcp` archives are also published on
[GitHub Releases](https://github.com/asdecided/core/releases).
Python API consumers should use the
[`asdecided/sdk`](https://github.com/asdecided/sdk) client SDK. It talks to the
native engine; this repository does not ship a second Python engine or a PyPI
package.
## Start a repository
```sh
decided quickstart
decided validate decisions/
decided gate decisions/
decided gate decisions/ --code --base origin/main
```
New repositories use:
```text
.decided/config.yaml
decisions/
```
Existing artifact IDs such as `RAC-ABC123DEF456` are durable identities and do
not change with the product name.
## Federate corpora
Manifest version 2 composes several pinned, materialised parent corpora into
one source-aware DAG while preserving every source, diamond route, override,
and read-only boundary:
```sh
decided corpus status decisions/
decided corpus explain organization/standards::ADR-01K000000001 decisions/
```
Federation is fully offline and forge-neutral: the engine consumes verified
working-tree bytes, not GitHub APIs or a hosted index. See the
[federation guide](docs/federation.md) and
[runnable multi-parent example](examples/federation/).
## Migrate an existing repository
Migration is explicit and never runs during an ordinary command:
```sh
decided migrate layout . --dry-run
decided migrate layout .
```
The migration moves `.rac/` to `.decided/` and `rac/` to `decisions/`. It
refuses to overwrite either destination.
## MCP
The official MCP Registry identity is `io.github.asdecided/core`.
Its Registry package is the versioned local MCP image under
`ghcr.io/asdecided/core`; Homebrew and Cargo remain direct native installation
paths for the same Rust server.
The OCI server still needs an explicit repository grant:
```sh
docker run --rm -i -v "$PWD:/work:ro" \
ghcr.io/asdecided/core:mcp-latest --root /work
```
```json
{
"mcpServers": {
"asdecided": {
"command": "decided-mcp",
"args": ["--root", "."]
}
}
}
```
## Architecture
Rust is the product engine and the only CLI/MCP runtime in this repository.
The authoritative language-neutral compatibility fixtures live in
[`asdecided-spec`](https://github.com/asdecided/spec). Live-corpus validation is
based on validity, determinism, freshness, and cache/no-cache equality.
Document ingestion remains an ancillary Python connector rather than part of
the core engine. The retired Python engine is preserved for historical review
at the immutable
[`python-engine-final`](https://github.com/asdecided/core/tree/python-engine-final)
tag; it is not maintained or run in normal CI.
## License
Apache-2.0. See [LICENSE](LICENSE) and [NOTICE](NOTICE).
## Governance and continuity
AsDecided core is solo-maintained and supported on a best-effort basis. The
project does not depend on a hosted service: adopters keep their Markdown
Excerpt of 4,219 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:d114b661ca051ee7, desc:mcp server