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Social Fetch

by io.github.social-freak-ltd
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Get LinkedIn organizations

linkedin_live_organization_batch_v2
Read-only

Get LinkedIn organizations by URL.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNo
linkNoAlias for `url`. Prefer `url`.
pathNoAlias for `url`. Prefer `url`.
trimNoIgnored if this tool does not support it.
limitNoIgnored if this tool does not support it.
offsetNoIgnored if this tool does not support it.
contextYesDescribe the user's underlying goal in one sentence — not the tool you are calling.
tweetIdNoAlias for `url`. Prefer `url`.
pageSizeNoIgnored if this tool does not support it.
tweetUrlNoAlias for `url`. Prefer `url`.
tweet_idNoAlias for `url`. Prefer `url`.
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.
permalinkNoAlias for `url`. Prefer `url`.
tweet_urlNoAlias for `url`. Prefer `url`.
maxResultsNoIgnored if this tool does not support it.
max_resultsNoIgnored if this tool does not support it.
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. Changed19 schema fields changed
    • 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 / link / anyOf
      Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]
    • removedInput schema / properties / link / 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 / path
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Alias for `url`. Prefer `url`."
+}
    • addedInput schema / properties / permalink / anyOf
      Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]
    • removedInput schema / properties / permalink / type
      Removed value: -"string"
    • addedInput schema / properties / trim
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Ignored if this tool does not support it."
+}
    • addedInput schema / properties / tweetId / anyOf
      Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]
    • removedInput schema / properties / tweetId / type
      Removed value: -"string"
    • addedInput schema / properties / tweetUrl / anyOf
      Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]
    • removedInput schema / properties / tweetUrl / type
      Removed value: -"string"
    • addedInput schema / properties / tweet_id / anyOf
      Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]
    • removedInput schema / properties / tweet_id / type
      Removed value: -"string"
    • addedInput schema / properties / tweet_url / anyOf
      Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]
    • removedInput schema / properties / tweet_url / type
      Removed value: -"string"
  2. Added

TDQS

B3.1/5.0
Behavior2/5

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

The description adds no behavioral detail beyond what annotations and the schema already provide. It does not mention batch size limits, handling of invalid or non-organization URLs, output shape, or rate limits. The readOnlyHint and openWorldHint annotations cover safety but not operational 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?

The description is a single, focused sentence with no filler words. It is efficiently structured and front-loaded, though it sacrifices helpful behavioral and usage context for brevity.

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 batch tool with 17 parameters, multiple aliases, and many closely related sibling tools, the one-sentence description is insufficient. It fails to explain when to choose this batch variant over singular organization tools, how many URLs can be supplied, or what kind of result the agent should expect. The schema covers parameters, but broader operational context is missing.

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 high (94%), so most parameter meaning is already carried by the input schema. The description adds only the 'by URL' retrieval method and does not explain the aliases or the 50-item batch limit, but this is acceptable given the schema's heavy lifting.

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 clear verb and resource: 'Get LinkedIn organizations' with the retrieval method 'by URL'. It communicates what the tool does, though it does not mention batch behavior or explicitly distinguish itself from the similarly named linkedin_live_organization_get_v2.

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 phrase 'by URL' implies the tool should be used when the caller has LinkedIn organization page URLs. However, there is no explicit guidance on when to prefer this batch tool over singular alternatives like linkedin_live_organization_get_v2 or linkedin_company_get, nor any stated exclusions.

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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