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Opencollab-mcp MCP Server

prakhar1605/Opencollab-mcp

Score: 63.7 Rank #4885 MCP Server
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AI-powered open source contribution matchmaker — finds perfect "good first issues" matched to YOUR skills

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Overview

prakhar1605/Opencollab-mcp is a Python tool licensed under MIT. AI-powered open source contribution matchmaker — finds perfect "good first issues" matched to YOUR skills

Ranked #4885 out of 24840 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 18

18 stars → early stage

Freshness 25% 13d ago

Last commit 13d ago → recently updated

Issue Health 25% 47%

7/15 issues closed → many open issues

Contributors 10% 3

3 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 8
Description Good
License MIT

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

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Issue Health high impact

You have 8 open vs 7 closed issues — triaging stale issues improves health

Dependents medium impact

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

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AgentRank score for prakhar1605/Opencollab-mcp
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Matched Queries

topic:mcptopic:mcp-server

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