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FirstCatch MCP Server

shen0122/FirstCatch

Score: 49.1 Rank #17265 MCP Server
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Open-source contribution radar: triages & scores new issues from subscribed repos, a ReAct agent locates fix entry points in source code, scoring self-calibrated by my own merged PRs. Runs fully serverless on GitHub Actions.

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Overview

shen0122/FirstCatch is a Python tool licensed under MIT. Open-source contribution radar: triages & scores new issues from subscribed repos, a ReAct agent locates fix entry points in source code, scoring self-calibrated by my own merged PRs. Runs fully serverless on GitHub Actions.

Ranked #17265 out of 24840 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 23d ago

Last commit 23d ago → recently updated

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for shen0122/FirstCatch
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Matched Queries

topic:mcp

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