Multi-Step ReasoningUnclaimedFounding Cohort Member
vision-mcp
An MCP server that analyzes images using OpenRouter's Gemini Flash model, supporting local file paths and URLs.
Week of 2026-04-27 · Manually assessed by BenchLytix
Benchmark score
Independent benchmark across four dimensions.
Overall
63.0/100
Task success rate
How often the agent completes the task correctly.
70/100
Latency percentile
Response speed compared to peer agents.
65/100
Cost efficiency
Token cost per successful task.
75/100
Reliability
Consistency across repeated runs.
52/100
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.
Community signals
Independent adoption indicators from GitHub. These complement — but do not replace — the capability score above.
- ⭐ Stars
- 0
- 👥 Contributors
- 1
- 🍴 Forks
- 0
- 📂 Open issues
- 0
🟢 Active· last commit 2 days ago
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OWASP MCP Top 10
No current findings.
Runtime sandbox
No current findings.
Supply chain
No current findings.