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alludium

Affinity MCP Server

by alludium

Get Relationship Strengths

affinity_get_relationship_strengths
Read-onlyIdempotent

Identify team members with the strongest connections to an external contact to determine the best person for a warm introduction.

Instructions

Find who on your team has the strongest connections to an external contact.

This is a V1 API endpoint - NOT available in V2.

Essential for warm introductions - discover hidden network connections between your team and prospects.

Use Case: "Who should make the introduction to this prospect?"

Required Parameter:

  • external_id: The external person you want to find connections to (REQUIRED)

Optional Parameters:

  • internal_id: Filter to specific team member's connection

  • page_size: Results per page (default 100, max 500)

Returns: Array of relationships with strength scores (0.0-1.0):

  • 0.8-1.0: Very Strong (ideal for warm intros)

  • 0.6-0.8: Strong (good for introductions)

  • 0.4-0.6: Moderate (may be useful)

  • 0.0-0.4: Weak (limited connection)

Important Limitations:

  • Can only query "who knows this person", not "who does this person know"

  • Cannot query by organization to find team connections to a company

  • Must query one external person at a time

  • Relationship data may be sparse

Example: Query: external_id=123456 Result: Shows Alice (92% strength), Bob (65% strength) know this person Action: Ask Alice to make the warm introduction

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
external_idYesExternal person ID to find connections to (REQUIRED)
internal_idNoOptional: Filter to specific internal team member
page_sizeNoResults per page (default 100, max 500)
responseFormatNoOutput format (default: json)
Behavior5/5

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

Annotations already indicate read-only and idempotent. The description adds meaningful context: returns array with strength scores (0.0-1.0), explains the strength scale, and notes potential data sparsity. No contradictions.

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?

Well-structured with sections (version note, use case, parameters, returns, limitations, example). Front-loaded with core purpose. Every sentence contributes, no fluff.

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?

Despite no output schema, the description fully explains return type and strength interpretation. All limitations are listed. Given the tool's complexity and lack of output schema, the description is complete and actionable.

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

Parameters5/5

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

Schema coverage is 100%, but description adds substantial value: explains required/optional status, default and max for page_size, and details the return value with strength ranges. Helps agent understand parameter impact.

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 clearly states it discovers team connections to an external contact for warm introductions, with a specific use case example. It distinguishes from sibling tools like affinity_search_persons by focusing on relationship strengths.

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

Usage Guidelines5/5

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

It explicitly states when to use (warm introductions), limitations (cannot query by organization, one external person at a time), and version note (V1 not V2). Provides clear guidance on alternative actions.

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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