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Opencollab-mcp MCP Server

prakhar1605/Opencollab-mcp

Score: 48.9 Rank #21248 MCP Server
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AI-powered open source contribution matchmaker — finds perfect "good first issues" matched to YOUR skills

Add AgentRank to Claude Code Discover and compare tools like prakhar1605/Opencollab-mcp — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

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 #21248 out of 24846 indexed tools.

Ecosystem

Python MIT 1 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 27

27 stars → early stage

Freshness 25% 29d ago

Last commit 29d ago → recently updated

Issue Health 25% 14%

7/49 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 13% 1/wk

1 weekly installs → early adoption

Forks 40
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 42 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

Install in your agent

claude mcp add opencollab-mcp -- uvx opencollab-mcp
codex mcp add opencollab-mcp -- uvx opencollab-mcp
{"mcpServers":{"opencollab-mcp":{"command":"uvx","args":["opencollab-mcp"]}}}
hermes mcp add opencollab-mcp --command uvx --args opencollab-mcp

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AgentRank score for prakhar1605/Opencollab-mcp
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Matched Queries

topic:mcptopic:mcp-server

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