Repo Insight Scraper

Repo Insight Scraper helps you evaluate repositories before adding them to your Claude stack. It scores maintenance signals, docs quality, and integration clarity.

Balanced tokens

Intermediate

Stable

Desktop

Code

API

MCP

GitHub

Token efficiency+9-13% during discovery

Costs tokens upfront to avoid installing low-value repos later.

What problem it solves

Guesswork when picking repositories from crowded GitHub results.

When to use

Teams curating internal tool catalogs
Power users evaluating many repos weekly

When to avoid

You install very few repos and can review manually

Use cases

Repo triage

Rank candidate repos by practical fit, not star count alone.

Large shortlistNeed clear ranking criteria

Example workflow

1Define keyword set (ex: memory, mcp, summarization)
2Scan target repos
3Sort by maintenance and Claude fit score
4Add top picks to stack

Similar repos

Agent Research Pipeline

Source-first research workflow with evidence tracking and concise synthesis output.

research

Balanced tokens

Prompt Lint Lab

Detects vague or expensive prompts and suggests tighter, lower-token alternatives.

productivity

Excellent tokens

Data Cleanup Flows

Template-driven cleanup and normalization routines for messy exports before Claude analysis.

data

Balanced tokens