# DFX Intelligence (io.github.Capital-W-Holdings/us-property-parcel-real-estate-debt): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.Capital-W-Holdings%2Fus-property-parcel-real-estate-debt/versions/latest)
- Connected to: https://exchange-production-9123.up.railway.app/mcp/core?c=reg
- Homepage: https://dfxintel.com/agents
- Repository: https://github.com/Capital-W-Holdings/us-property-parcel-real-estate-debt
- Scoring rules: v2
- Tools: 20
- Average: 53.8 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how DFX Intelligence (io.github.Capital-W-Holdings/us-property-parcel-real-estate-debt)'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

- Major: 10 tools repeat the same note (22 words). Say it once in the server's instructions, and let each description say what only that tool does. The note does not count toward the tools' scores.
- Minor: The server's instructions are 2884 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.

## Tools

- `search_relationships`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: rel_type, current_only, limit.
  - Minor: String arguments with no constraint or example: rel_type.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument current_only is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: dfx_id. Name the tool or the place that returns it, or models look it up first.
- `relationship_path`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: max_hops.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: from_dfx_id, to_dfx_id. Name the tool or the place that returns it, or models look it up first.
- `search_allocator_commitments`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: status, bucket, re_ups_only, first_time_only, sort, limit.
  - Minor: The meaning of the boolean argument re_ups_only is unclear.
  - Minor: The meaning of the boolean argument first_time_only is unclear.
- `search_ria_advisor_moves`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: move_type, include_bulk, include_departures, limit.
  - Minor: String arguments with no constraint or example: until.
  - Minor: The meaning of the boolean argument include_bulk is unclear.
  - Minor: The meaning of the boolean argument include_departures is unclear.
- `verify`: 49 / 100
  - Major: Arguments without a description: claim, subject, predicate, object, year.
  - Minor: String arguments with no constraint or example: claim, subject, object.
- `watch_cancel`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: watch_id. Name the tool or the place that returns it, or models look it up first.
- `watch_reevaluate`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: watch_id. Name the tool or the place that returns it, or models look it up first.
- `get_borrower_facilities`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: limit.
  - Minor: Required identifiers whose description does not say where the value comes from: dfx_id. Name the tool or the place that returns it, or models look it up first.
- `search_entities`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: city, sector, asset_class, stage, invests_directly, recent_activity_days, min_aum_usd, vertical, min_opportunity, has_sponsor_relationships, has_real_estate, active_only, sort, limit.
  - Minor: String arguments with no constraint or example: query, city, sector, asset_class, stage, vertical, sort.
  - Minor: The meaning of the boolean argument invests_directly is unclear.
  - Minor: The meaning of the boolean argument has_sponsor_relationships is unclear.
  - Minor: The meaning of the boolean argument has_real_estate is unclear.
  - Minor: The meaning of the boolean argument active_only is unclear.
- `get_capital_paths`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: limit.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: dfx_id. Name the tool or the place that returns it, or models look it up first.
- `get_research_records`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: limit.
- `changes_since`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_entity`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: relationship_limit, event_limit, evidence_limit.
  - Minor: Required identifiers whose description does not say where the value comes from: dfx_id. Name the tool or the place that returns it, or models look it up first.
- `resolve_name`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: limit.
- `watch_changes`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: watch_id. Name the tool or the place that returns it, or models look it up first.
- `watch_list`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `what_can_dfx_answer`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_credit_provider`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: dfx_id. Name the tool or the place that returns it, or models look it up first.
- `watch_create`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: scope.kind, scope.ids, research.question, research.entity, research.workflow.
  - Minor: String arguments with no constraint or example: research.question, research.entity, research.workflow.
- `research`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.

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