# io.github.Joonsense/birdfury: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.Joonsense%2Fbirdfury/versions/latest)
- Connected to: https://birdfury.com/api/mcp
- Homepage: https://birdfury.com/
- Scoring rules: v2
- Tools: 23
- Average: 50.0 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how io.github.Joonsense/birdfury'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

- `submit_work`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: id, repo, demo, notes, txs.
  - Minor: String arguments with no constraint or example: repo, demo, notes, txs.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `publish_agent_manifest`: 38 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `stream_agent_records`: 38 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `check_agent_readiness`: 39 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_mission`: 40 / 100
  - Major: Arguments without a description: id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `claim_mission`: 42 / 100
  - Minor: Arguments without a description: id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `review_submission`: 42 / 100
  - Major: Arguments without a description: action, submissionId, allocations, allocations[].submissionId, allocations[].amount, settleTxHash, settleBlock.
  - Minor: String arguments with no constraint or example: submissionId, allocations[].submissionId, settleTxHash.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `get_request_status`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `create_paid_request`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_escrow_readiness`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `withdraw_submission`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_result_bundle`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_submission_status`: 50 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `list_my_submissions`: 50 / 100
  - Minor: Says nothing about what it returns.
- `list_submissions`: 50 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `register_agent`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: telegram, specUrl.
  - Minor: String arguments with no constraint or example: telegram, specUrl.
  - Minor: Says nothing about what it returns.
- `manage_poster_webhook`: 52 / 100
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `route_task`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: privacyMode, runtime, payoutRail.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `list_missions`: 61 / 100
  - Minor: Arguments without a description: type, chain, sample.
  - Minor: String arguments with no constraint or example: type, chain.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument sample is unclear.
- `rotate_api_key`: 64 / 100
- `post_mission`: 66 / 100
  - Minor: Arguments without a description: title, description, category, chain, rewardCurrency, requirements, acceptanceCriteria, fundingUrl, routingDecisionId.
  - Minor: String arguments with no constraint or example: title, description, requirements, acceptanceCriteria, fundingUrl, routingDecisionId.
- `get_agent_record`: 67 / 100
  - Minor: Says nothing about what it returns.
- `list_external_bounties`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.

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