ramsterr / reporelay
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github.com/ramsterr/reporelayIndexed at d068cacUp to date with upstream
About this codebase
repo is a monorepo that powers an MVP recommender web service end-to-end: it consumes GitHub repository metadata (e.g., names, descriptions, READMEs, topics) and webhook events, transforms them through a hybrid 5-stage retrieval + reranking pipeline (SQL/pgvector ANN + full-text + keyword overlap + feature scoring), and outputs ranked repository recommendations served by a FastAPI backend and rendered by a static Astro site.
Written by a model from the index
67 files and 513 symbols in 3 modules, led by Python (40 files) and JavaScript (2).
Code health
Hotspots average 3.6, the place fixes pay off most.
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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.
- 1.In Claude, open Customize → Connectors, click +, then Add custom connector. On a Team or Enterprise plan an owner adds it first under Organization settings → Connectors.
- 2.Paste the server URL below as the Remote MCP server URL, then click Add.
- 3.Click Connect. A Repowise sign-in window opens. Approve access.
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Docshttps://api.repowise.dev/mcp/ramsterr/reporelay
This repo is public, so anyone with a Repowise account and an API key can connect.
Try asking
- get_overview()
- get_answer("how is reporelay put together?")
- get_why("why is reporelay structured this way?")
Explore reporelay
- DocumentationModule-by-module documentation, 23 pages.
- ArchitectureDependency graph, layers and third-party dependencies.
- Code healthEvery file's score and the findings behind it.
- CommitsEach commit's effect on code health.
- OverviewEverything else the index found: contributors, decisions, what changed this week.
How ramsterr/reporelay works
The codebase has 67 files and 513 symbols in 3 modules, led by Python, JavaScript and Dockerfile. Code health is 5.2 out of 10, rated needs work.
About this page
Get a page like this for your own codebase
Repowise built this map of ramsterr/reporelay from its source and git history. It parses every symbol, draws the dependency graph, scores each file's health from complexity, duplication, coverage and churn, finds hotspots and owners in the history, and writes documentation for every module. Your coding agent reads the same index over MCP, so its answers cite real files.
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Repowise badge
Links to this page, with no score on it. Adding it also re-indexes the repo every week.
[](https://repowise.dev/repo/ramsterr/reporelay?src=badge_wiki)Code health badge
The repo's health score out of 10, from the latest index.
[](https://repowise.dev/repo/ramsterr/reporelay?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/ramsterr/reporelay?src=badge_card)