# Agentery (com.agentery/agentery): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.agentery%2Fagentery/versions/latest)
- Connected to: https://agentery.com/api/mcp
- Homepage: https://agentery.com/
- Repository: https://github.com/ntlgnc/Agentery-Plugin
- Scoring rules: v2
- Tools: 23
- Average: 77.3 / 100 (Clear)
- Near-identical pairs: 0

This page shows how Agentery (com.agentery/agentery)'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

- Minor: The server's instructions are 2363 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

- `stop_research_updates`: 53 / 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: job_id. Name the tool or the place that returns it, or models look it up first.
- `delete_custom_benchmark`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: benchmark_id.
  - Minor: Required identifiers whose description does not say where the value comes from: benchmark_id. Name the tool or the place that returns it, or models look it up first.
- `update_custom_benchmark`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: benchmark_id.
  - Minor: Required identifiers whose description does not say where the value comes from: benchmark_id. Name the tool or the place that returns it, or models look it up first.
- `get_provider`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_research`: 70 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.
- `get_group_fair_price`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_provider_profile`: 73 / 100
- `get_custom_benchmark`: 75 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: benchmark_id. Name the tool or the place that returns it, or models look it up first.
- `suggest_alternatives`: 75 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.
- `create_custom_benchmark`: 77 / 100
  - Minor: String arguments with no constraint or example: name.
  - Minor: No `required` list, so every argument is optional.
- `demand_signals`: 79 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_price_index`: 79 / 100
  - Minor: No `required` list, so every argument is optional.
- `report_outcome`: 79 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `market_gaps`: 81 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_price_index_history`: 83 / 100
  - Minor: No `required` list, so every argument is optional.
- `research_capability`: 83 / 100
- `market_report`: 84 / 100
- `compare_providers`: 85 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: provider_ids. Name the tool or the place that returns it, or models look it up first.
- `request_research`: 85 / 100
- `refine_results`: 87 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: request_ref. Name the tool or the place that returns it, or models look it up first.
- `price_benchmark`: 89 / 100
  - Minor: No `required` list, so every argument is optional.
- `find_market`: 90 / 100
- `search_providers`: 93 / 100
  - Minor: The description mentions none of its 3 or more arguments.

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