# Fless Apartment Hunt (io.fless/mcp): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.fless%2Fmcp/versions/latest)
- Connected to: https://mcp.fless.io/mcp
- Repository: https://github.com/fless-io/skills
- Scoring rules: v2
- Tools: 19
- Average: 47.1 / 100 (Cloudy)
- Near-identical pairs: 2

This page shows how Fless Apartment Hunt (io.fless/mcp)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

No server-wide issues.

## Tools

- `check_hunt_link`: 24 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: token.
  - Minor: String arguments with no constraint or example: token.
  - Minor: Says nothing about what it returns.
- `get_neighborhood`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: city.
  - Minor: String arguments with no constraint or example: city, neighborhood.
  - Minor: Says nothing about what it returns.
- `search`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: query.
  - Minor: String arguments with no constraint or example: query.
- `get_hunt_requirements`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `fetch`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `realtor_create_client`: 42 / 100
  - Major: Arguments without a description: email, first_name, last_name.
  - Minor: String arguments with no constraint or example: email, first_name, last_name.
- `get_city_overview`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_city_request_stats`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `realtor_curate_hunt`: 46 / 100
  - Major: Arguments without a description: hunt_id, removals, removals[].id, removals[].reason, notes, notes[].id.
  - Minor: String arguments with no constraint or example: removals[].reason.
  - Minor: Required identifiers whose description does not say where the value comes from: hunt_id. Name the tool or the place that returns it, or models look it up first.
- `search_cities`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `realtor_get_hunt_status`: 47 / 100
  - Major: Arguments without a description: hunt_id.
  - Minor: Required identifiers whose description does not say where the value comes from: hunt_id. Name the tool or the place that returns it, or models look it up first.
- `realtor_list_candidate_buildings`: 47 / 100
  - Major: Arguments without a description: hunt_id.
  - Minor: Required identifiers whose description does not say where the value comes from: hunt_id. Name the tool or the place that returns it, or models look it up first.
- `realtor_send_to_client`: 47 / 100
  - Major: Arguments without a description: hunt_id.
  - Minor: Required identifiers whose description does not say where the value comes from: hunt_id. Name the tool or the place that returns it, or models look it up first.
- `build_hunt_link`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `realtor_add_building_to_hunt`: 50 / 100
  - Minor: Arguments without a description: hunt_id.
  - Minor: Required identifiers whose description does not say where the value comes from: hunt_id. Name the tool or the place that returns it, or models look it up first.
- `submit_error_report`: 60 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `realtor_create_hunt`: 62 / 100
  - Minor: Arguments without a description: bedrooms.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: city_id. Name the tool or the place that returns it, or models look it up first.
- `realtor_list_clients`: 64 / 100
- `request_city`: 72 / 100

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