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Opsphere — DevOps & SRE Intelligence

Bitbucket PR search

bb_pr_search
Read-only

Search PRs by state, author and/or branches.

Input Schema

NameRequiredDescriptionDefault
repoYesRepo slug
limitNo
stateNo
authorNoauthor display_name o nickname
workspaceNo
context_idNoOptional explicit Connection Hub work context (ctx_*). Omit to use the conversation's active workspace; global Hub tools ignore it.
destBranchNo
sourceBranchNo

Output Schema

NameRequiredDescriptionDefault
okYes
dataYes
contractVersionYes
dataSchemaVersionYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed21 schema fields changed
    • changedOutput schema / properties / data / additionalProperties
      Previous value: -trueNew value: +false
    • removedOutput schema / properties / data / properties / count
      Removed value: -{
      -  "type": "number"
      -}
    • addedOutput schema / properties / data / properties / family
      Added value: +{
      +  "const": "bitbucket",
      +  "type": "string"
      +}
    • addedOutput schema / properties / data / properties / gaps
      Added value: +{
      +  "items": {
      +    "type": "string"
      +  },
      +  "type": "array"
      +}
    • removedOutput schema / properties / data / properties / issues
      Removed value: -{
      -  "$ref": "#/properties/data/properties/items"
      -}
    • removedOutput schema / properties / data / properties / items
      Removed value: -{
      -  "items": {
      -    "additionalProperties": true,
      -    "properties": {},
      -    "type": "object"
      -  },
      -  "type": "array"
      -}
    • removedOutput schema / properties / data / properties / maxResults
      Removed value: -{
      -  "type": "number"
      -}
    • removedOutput schema / properties / data / properties / nextPageToken
      Removed value: -{
      -  "type": [
      -    "string",
      -    "null"
      -  ]
      -}
    • addedOutput schema / properties / data / properties / operation
      Added value: +{
      +  "const": "bb_pr_search",
      +  "type": "string"
      +}
    • addedOutput schema / properties / data / properties / partial
      Added value: +{
      +  "type": "boolean"
      +}
    • addedOutput schema / properties / data / properties / records
      Added value: +{
      +  "items": {
      +    "additionalProperties": false,
      +    "properties": {
      +      "additions": {
      +        "type": "number"
      +      },
      +      "author": {
      +        "type": "string"
      +      },
      +      "body": {
      +        "type": "string"
      +      },
      +      "conclusion": {
      +        "type": "string"
      +      },
      +      "createdAt": {
      +        "type": "string"
      +      },
      +      "deletions": {
      +        "type": "number"
      +      },
      +      "environment": {
      +        "type": "string"
      +      },
      +      "facts": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "name": {
      +              "type": "string"
      +            },
      +            "value": {
      +              "anyOf": [
      +                {
      +                  "type": "string"
      +                },
      +                {
      +                  "type": "number"
      +                },
      +                {
      +                  "type": "boolean"
      +                },
      +                {
      +                  "type": "null"
      +                },
      +                {
      +                  "items": {
      +                    "type": [
      +                      "string",
      +                      "number",
      +                      "boolean",
      +                      "null"
      +                    ]
      +                  },
      +                  "type": "array"
      +                }
      +              ]
      +            }
      +          },
      +          "required": [
      +            "name",
      +            "value"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "id": {
      +        "type": "string"
      +      },
      +      "key": {
      +        "type": "string"
      +      },
      +      "name": {
      +        "type": "string"
      +      },
      +      "ref": {
      +        "type": "string"
      +      },
      +      "repository": {
      +        "type": "string"
      +      },
      +      "sha": {
      +        "type": "string"
      +      },
      +      "status": {
      +        "type": "string"
      +      },
      +      "summary": {
      +        "type": "string"
      +      },
      +      "tags": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "type": "array"
      +      },
      +      "title": {
      +        "type": "string"
      +      },
      +      "type": {
      +        "type": "string"
      +      },
      +      "updatedAt": {
      +        "type": "string"
      +      },
      +      "url": {
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "facts"
      +    ],
      +    "type": "object"
      +  },
      +  "type": "array"
      +}
    • removedOutput schema / properties / data / properties / results
      Removed value: -{
      -  "$ref": "#/properties/data/properties/items"
      -}
    • removedOutput schema / properties / data / properties / startAt
      Removed value: -{
      -  "type": "number"
      -}
    • addedOutput schema / properties / data / properties / summary
      Added value: +{
      +  "type": "string"
      +}
    • addedOutput schema / properties / data / properties / total / minimum
      Added value: +0
    • changedOutput schema / properties / data / properties / total / type
      Previous value: -"number"New value: +"integer"
    • addedOutput schema / properties / data / properties / truncated
      Added value: +{
      +  "type": "boolean"
      +}
    • addedOutput schema / properties / data / properties / warnings
      Added value: +{
      +  "items": {
      +    "type": "string"
      +  },
      +  "type": "array"
      +}
    • addedOutput schema / properties / data / required
      Added value: +[
      +  "family",
      +  "operation",
      +  "records",
      +  "total",
      +  "partial",
      +  "truncated",
      +  "warnings",
      +  "gaps"
      +]
    • addedOutput schema / properties / dataSchemaVersion
      Added value: +{
      +  "const": 2,
      +  "type": "number"
      +}
    • changedOutput schema / required
      Previous value: -[
      -  "contractVersion",
      -  "ok",
      -  "data"
      -]New value: +[
      +  "contractVersion",
      +  "dataSchemaVersion",
      +  "ok",
      +  "data"
      +]
  2. First observed

TDQS

B3.4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint/openWorldHint false and non-destructive, so safety is covered. The description adds the filterable dimensions but says nothing about default limit (20), max (50), pagination, or ordering behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single front-loaded sentence with no waste. Possibly too terse for an 8-parameter tool, but nothing is redundant.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists so return values needn't be described, but for an 8-param search tool with low schema coverage and a required repo parameter, the description leaves limit, workspace, context_id, and repo semantics unexplained.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is only 38%, so the description carries more burden; it does clarify that 'branches' maps to source/dest branch filtering and that author is a display name or nickname. However, repo (required), limit, workspace, and context_id get no explanation beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (Search) and resource (PRs) plus the filter dimensions (state, author, branches). It distinguishes itself from bb_pr_get implicitly by being a search tool, though it doesn't name the sibling explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The filter list implies when to use this (finding PRs by criteria), but there is no explicit when/when-not guidance and no mention of bb_pr_get for single-PR lookups. Usage is inferred rather than stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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