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LinkMCP: hosted LinkedIn MCP server

Get Shared Connections

linkedin_get_shared_connections
Read-onlyIdempotent

List the mutual (shared) connections between you and a target LinkedIn profile — the people in your 1st-degree network who are also connected to the target. Useful for finding who can give a warm introduction. Accepts a profile URL, public ID (slug), or URN. Results are paginated via cursor.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cursorNoPagination cursor from a previous response. Pass this (together with the same identifier) to fetch the next page.
identifierYesTarget LinkedIn profile: URL (e.g. https://www.linkedin.com/in/john-doe), public ID / slug (e.g. "john-doe"), or URN (e.g. "urn:li:fsd_profile:ABC123").

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and destructiveHint=false, covering the safety profile. The description adds that results are paginated via cursor and that the identifier can be a URL, public ID, or URN, which is useful behavioral context beyond the annotations, though it does not cover auth needs or rate limits.

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 front-loaded with the core purpose, then adds a use case, accepted identifier formats, and pagination note. Every sentence is informative and none is wasted.

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

Completeness5/5

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

Given the low complexity (2 parameters, no nested objects, no output schema), the description provides everything an agent needs: what is returned, how to identify the target, and that results are paginated. The annotations cover the safety profile, so nothing critical 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 100%, so both parameters are fully documented in the schema. The description repeats the identifier formats and mentions pagination, but adds no meaning beyond what the schema already provides. A 3 is the baseline when the schema does the heavy lifting.

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

Purpose5/5

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

The description states a specific verb (List) and resource (mutual/shared connections between you and a target profile), and clarifies the scope as people in your 1st-degree network also connected to the target. This clearly distinguishes it from sibling tools like linkedin_get_connections, which lists only your own connections.

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

Usage Guidelines4/5

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

It gives a clear use case ('Usable for finding who can give a warm introduction') which implies when to use it. However, it does not explicitly name alternatives or state when not to use it, so it falls short of a 5.

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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