Yolo MCP server
by rjn32s·
io.github.rjn32s/mcp-yolo·v0.1.2·1 starsAn MCP server providing zero-shot object detection and segmentation using Ultralytics YOLOE.
B75/100grade B
Adoption
New
1 stars11 downloads/wk
Reviews
Write oneNobody has reviewed Yolo yet.
If you have run it, two minutes of your experience saves the next person an afternoon.
Yolo tools (2)
write = sends, deletes, buys or postsRead from the package source without running it. The installed server may list more.
detect_objectsPerform zero-shot object detection on an image.
segment_objectsPerform zero-shot instance segmentation on an image.
Public scan report
scanner v0.1.10 · 2026-09-28 · same rubric, same numbers if you re-run it
no findings
- Code scan6 source files scanned25/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitylocal package, no credentials required12/15
- Maintenancelast push 214 days ago4/15
- Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 75/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON
How Yolo compares
Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 75/100
- higher than 45% of 48,255 servers
- Tools
- 2
- the typical server has 7
- Tools that change things
- 0%
- typical: 0%. Fewer write tools means less an agent can break
- GitHub stars
- 1
- more than 65% of 28,688 servers
- Downloads a week
- 11
- more than 3% of 12,191 servers with a package
What its tools let an agent do: 2 read
Install Yolo in Claude Code, Cursor or VS Code
claude mcp add mcp-yolo -- uvx mcp-yolo
Yolo: common questions
- Is Yolo MCP server safe?
- Mostly: it is graded B (75/100). Read the Yolo safety report
- How do I install Yolo?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Yolo need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Yolo maintained?
- The last commit was 251 days ago (2026-02-26). The latest release is v0.1.2.
- How does Yolo compare with other MCP servers?
- safety score 75/100 (higher than 45% of 48,255 servers); tools 2 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.