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watch-skill MCP Server

oxbshw/watch-skill

Score: 82.3 Rank #1415 MCP Server
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Give AI agents eyes, ears, and verifiable results. Watch Skill turns video, audio and screen activity into searchable, timestamped evidence and proves work with deterministic contracts, not model opinion. DeepWatch is the agent workspace built on DeepSeek Harness. Python + npm, MCP, CLI, REST, Web.

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Overview

oxbshw/watch-skill is a Python tool licensed under MIT. Give AI agents eyes, ears, and verifiable results. Watch Skill turns video, audio and screen activity into searchable, timestamped evidence and proves work with deterministic contracts, not model opinion. DeepWatch is the agent workspace built on DeepSeek Harness. Python + npm, MCP, CLI, REST, Web.

Ranked #1415 out of 24840 indexed tools.

In the top 6% of all indexed tools.

Ecosystem

Python MIT 340 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 394

394 stars → growing community

Freshness 25% 10d ago

Last commit 10d ago → recently updated

Issue Health 25% 85%

11/13 issues closed → responsive maintainer

Contributors 10% 4

4 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 340/wk

340 weekly installs → early adoption

Forks 56
Description Detailed
License MIT

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

How to Improve

Dependents medium impact

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

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Matched Queries

topic:mcp

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