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assay MCP Server

VatsSShah/assay

Score: 57.9 Rank #6451 MCP Server
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Assay — a canary-oracle benchmark for MCP security: a frozen task set scored by a recomputable HMAC-canary oracle (structural-zero false positives), not an LLM judge. Maintained by Verosek.

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Overview

VatsSShah/assay is a Python tool licensed under MIT. Assay — a canary-oracle benchmark for MCP security: a frozen task set scored by a recomputable HMAC-canary oracle (structural-zero false positives), not an LLM judge. Maintained by Verosek.

Ranked #6451 out of 24840 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 6

6 stars → early stage

Freshness 25% 6d ago

Last commit 6d ago → actively maintained

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 VatsSShah/assay
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Matched Queries

topic:mcptopic:model-context-protocol

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