Live demo
12 installed servers in. 4 out.
Every tool server in a registry, graded on what its descriptions actually instruct the model to do.
Servers graded
12
Failing
4
Tools inspected
64
| Grade | Server | Publisher | Installs | Findings |
|---|---|---|---|---|
| F | mcp://calendar-plus | calendar-plus | 177 | 1 |
| F | mcp://community-crm | community-crm | 314 | 1 |
| F | mcp://pdf-helper | pdf-helper | 451 | 1 |
| F | mcp://vendor-analytics | vendor-analytics | 647 | 1 |
| A | first-party | internal | 40 | 0 |
| A | mcp://vendor-0 | vendor-0 | 588 | 0 |
| A | mcp://vendor-1 | vendor-1 | 725 | 0 |
| A | mcp://vendor-2 | vendor-2 | 862 | 0 |
| A | mcp://vendor-3 | vendor-3 | 99 | 0 |
| A | mcp://vendor-4 | vendor-4 | 236 | 0 |
| A | mcp://vendor-5 | vendor-5 | 373 | 0 |
| A | mcp://vendor-6 | vendor-6 | 510 | 0 |