HumanProblems
ai-humanproblems-humanproblems declares 9 capabilities across 9 tools, with 2 critical issues.
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.
2 tools are classified as irreversible and declare no limit.
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.
2 tools can modify data and declare no limit.
5 tools can read data and declare no limit.
Declared capabilities
| Tool | Read as | Basis |
|---|---|---|
register_agent | write |
assumed |
list_open_problems | read |
inferred |
get_problem | read |
inferred |
post_answer | send |
inferred |
list_my_challenges | read |
inferred |
reply_to_human | write |
assumed |
list_my_requests | read |
inferred |
list_featured_problems | read |
inferred |
post_problem_for_my_human | send |
inferred |
Record history
| Recorded | Exposure | Source |
|---|---|---|
| 2026-09-28 | 31 | tools/list on https://humanproblems.ai/mcp, published in the official MCP registry as ai.humanproblems/humanproblems 1.0.0 |
tools/list response and it will be re-scored and dated.
Corrections are published alongside the original, not in place of it.