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Social Fetch

by io.github.social-freak-ltd
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List similar LinkedIn jobs

linkedin_live_job_similar_v2
Read-only

List similar LinkedIn jobs. Accepts a job id. Returns a list (use cursor when paginated).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
trimNoIgnored if this tool does not support it.
jobIdNoLinkedIn job ID as a numeric string, or a linkedin.com/jobs/view/ URL.
limitNoIgnored if this tool does not support it.
jobUrlNoAlias for `jobId`. Prefer `jobId`.
offsetNoIgnored if this tool does not support it.
contextYesDescribe the user's underlying goal in one sentence — not the tool you are calling.
job_urlNoAlias for `jobId`. Prefer `jobId`.
pageSizeNoIgnored if this tool does not support it.
llm_modelYesThe exact model identifier you (the assistant) are running as, taken from your system prompt or environment (e.g. "claude-opus-4-8", "gpt-5.2"). Used for analytics only. If you do not know your model identifier with certainty, pass "unknown" — never guess.
maxResultsNoIgnored if this tool does not support it.
max_resultsNoIgnored if this tool does not support it.
linkedinJobUrlNoAlias for `jobId`. Prefer `jobId`.
conversation_idNoEcho the conversation_id from the server's previous response. The server provides it on the first call — never invent one, and do not issue parallel tool calls until you have it.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed12 schema fields changed
    • addedInput schema / properties / jobUrl / anyOf
      Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]
    • removedInput schema / properties / jobUrl / type
      Removed value: -"string"
    • addedInput schema / properties / job_url / anyOf
      Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]
    • removedInput schema / properties / job_url / type
      Removed value: -"string"
    • addedInput schema / properties / limit
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Ignored if this tool does not support it."
+}
    • addedInput schema / properties / linkedinJobUrl / anyOf
      Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]
    • removedInput schema / properties / linkedinJobUrl / type
      Removed value: -"string"
    • addedInput schema / properties / maxResults
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Ignored if this tool does not support it."
+}
    • addedInput schema / properties / max_results
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Ignored if this tool does not support it."
+}
    • addedInput schema / properties / offset
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Ignored if this tool does not support it."
+}
    • addedInput schema / properties / pageSize
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Ignored if this tool does not support it."
+}
    • addedInput schema / properties / trim
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Ignored if this tool does not support it."
+}
  2. Changed6 schema fields changed
    • changedInput schema / properties / jobId / description
      Previous value: -"LinkedIn job ID."New value: +"LinkedIn job ID as a numeric string, or a linkedin.com/jobs/view/ URL."
    • removedInput schema / properties / jobId / pattern
      Removed value: -"^\\d+$"
    • addedInput schema / properties / jobUrl
      Added value: +{
+  "description": "Alias for `jobId`. Prefer `jobId`.",
+  "type": "string"
+}
    • addedInput schema / properties / job_url
      Added value: +{
+  "description": "Alias for `jobId`. Prefer `jobId`.",
+  "type": "string"
+}
    • addedInput schema / properties / linkedinJobUrl
      Added value: +{
+  "description": "Alias for `jobId`. Prefer `jobId`.",
+  "type": "string"
+}
    • changedInput schema / required
      Previous value: -[
-  "jobId",
-  "context",
-  "llm_model"
-]New value: +[
+  "context",
+  "llm_model"
+]
  3. Added

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint and openWorldHint, so the safety profile is covered. The description adds that it returns a list and says to use a cursor when paginated, but the cursor instruction does not map cleanly onto any schema parameter, which slightly weakens its value.

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

Conciseness5/5

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

The description is only three short sentences, front-loads the main action, and every sentence carries useful information: what it lists, what it accepts, and what it returns.

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

Completeness2/5

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

For a tool with 13 parameters, no output schema, and a dense sibling family, the description is thin. It does not describe the shape of the returned job list, reconcile the cursor hint with the offset/pageSize parameters, or explain how this tool relates to other LinkedIn job tools.

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 description coverage is 100%, so the schema already documents parameters like jobId and its aliases. The description adds only the general notion that a job ID is accepted, which does not materially extend the schema's own parameter documentation.

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?

The description states a specific action and resource: 'List similar LinkedIn jobs' and clarifies it takes a job ID. It is clear about what the tool does, though it does not distinguish itself from sibling tools such as linkedin_live_job_relatedViews_v2 or linkedin_live_jobs_search_v2.

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

Usage Guidelines2/5

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

No guidance is given on when to use this tool instead of the many LinkedIn job-related siblings. There is no mention of when 'similar jobs' is the right choice versus search, related views, or batch lookup.

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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