Headcount Labs
com-headcountlabs-jobs declares 9 capabilities across 9 tools, with 1 critical issue.
Issues
9 of 9 tools declare no way for the customer to switch them off once granted. This applies to every tool because MCP has no field in which to declare a revocation mechanism; the product may provide one outside MCP that a manifest cannot show.
9 of 9 tools declare no expiry. This applies to every tool because MCP has no field in which to declare an expiry; the product may provide one outside MCP that a manifest cannot show.
9 of 9 tools declare no record of their actions that the customer can read. This applies to every tool because MCP has no field in which to declare an audit requirement; the product may provide one outside MCP that a manifest cannot show.
9 tools can read data and declare no limit.
Declared capabilities
| Tool | Read as | Basis |
|---|---|---|
search_docs | read |
declared |
search_jobs | read |
declared |
get_job | read |
declared |
count_jobs | read |
declared |
market_lookup | read |
declared |
market_breakdown | read |
declared |
salary_range | read |
declared |
market_dimensions | read |
declared |
list_fields | read |
declared |
Record history
| Recorded | Exposure | Source |
|---|---|---|
| 2026-10-16 | 11 | tools/list on https://api.headcountlabs.com/mcp/public, published in the official MCP registry as com.headcountlabs/jobs 1.1.0 |
tools/list response and it will be re-scored and dated.
Corrections are published alongside the original, not in place of it.