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The agent-trace-witness MCP server was last committed 22d ago and has 0 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

agent-trace-witness MCP Server

Name: amurlaniakea/agent-trace-witness
Rating: 2.9 (1 reviews)
Author: amurlaniakea

amurlaniakea/agent-trace-witness

Score: 48.6 Rank #17958 Agent Framework

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External witness for autonomous multi-agent AI systems: signed readiness seal, choke-point capture, and PROV-DM causal graphs for post-incident reconstruction

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Overview

amurlaniakea/agent-trace-witness is a Python tool licensed under AGPL-3.0. External witness for autonomous multi-agent AI systems: signed readiness seal, choke-point capture, and PROV-DM causal graphs for post-incident reconstruction

Ranked #17958 out of 24840 indexed tools.

Ecosystem

Python AGPL-3.0

Score Breakdown

Stars 15% 2

2 stars → early stage

Freshness 25% 22d ago

Last commit 22d 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 AGPL-3.0

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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Markdown

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Details

Stars: 2
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: AGPL-3.0
Last Commit: 22d ago

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topic:mcp

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