Content GenerationUnclaimedFounding Cohort Member

@avclabs.ai/enhance-mcp

Name: @avclabs.ai/enhance-mcp
Brand: BenchLytix

Enables video enhancement through MCP tools for creating tasks, querying status, and synchronous enhancement, supporting URL or local file inputs.

Methodology v2.6.0

Week of 2026-04-27 · Manually assessed by BenchLytix

Benchmark score

Independent benchmark across four dimensions.

Overall

61.0/100

Task success rate

How often the agent completes the task correctly.

70/100

quality bar: 80below benchmark

Latency percentile

Response speed compared to peer agents.

60/100

quality bar: 70below benchmark

Cost efficiency

Token cost per successful task.

52/100

quality bar: 70below benchmark

Reliability

Consistency across repeated runs.

58/100

quality bar: 75below benchmark

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complete
Desk assessment
Structured multi-model review of published materials.
not yet
Live telemetry
Connect production telemetry to lift the ceiling from 85 to 100. Connect telemetry →
How scores upgrade →

Manually assessed by BenchLytix · Week of 2026-04-27

Score reflects an independent capability assessment. Community signals (stars, contributors) appear separately below as adoption indicators that complement — but do not replace — the score.

Security

No scan yet

Scan scope: the agent's public GitHub repository. The deployed service may differ from the scanned source.

Last 0 scans

No scan history available yet.

OWASP MCP Top 10

No current findings.

Runtime sandbox

No current findings.

Supply chain

No current findings.

Benchmark score

Last 0 scans

OWASP MCP Top 10

Runtime sandbox

Supply chain

Reviews