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ckalima

Pipedrive MCP Server

by ckalima
OverviewSchemaRelated ServersScoreDiscussions
TypeScript
Remote

pipedrive_search_organizations

Read-onlyIdempotent

Search Pipedrive organizations by name or address. Filter by fields, use exact match, and paginate results.

Instructions

Search for organizations by name or address.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
termYesSearch term
limitNoNumber of results (1-100)
cursorNoCursor for pagination (from previous response)
fieldsNoComma-separated fields to search (name, address, notes, custom_fields). Defaults to all.
exact_matchNoUse exact match

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed2 schema fields changedv2.4.0
    • addedInput schema / properties / cursor
      Added value: +{
+  "description": "Cursor for pagination (from previous response)",
+  "type": "string"
+}
    • addedInput schema / properties / fields
      Added value: +{
+  "description": "Comma-separated fields to search (name, address, notes, custom_fields). Defaults to all.",
+  "type": "string"
+}
  2. First observedv1.0.0

TDQS

B3.3/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true. The description adds no additional behavioral context, such as pagination behavior or field search behavior, beyond what is in the schema.

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?

One concise sentence with no wasted words. Could be slightly expanded to include key behavior like pagination without losing conciseness.

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?

No output schema is provided, and the description does not explain the return structure, pagination with cursor, or that it returns a list. Given 5 parameters and no output schema, it is incomplete.

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 all parameters. The description adds minimal value by mentioning 'name or address' which maps to the 'fields' parameter.

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 the verb 'search' and the resource 'organizations', and specifies the search criteria 'by name or address'. This distinguishes it from sibling search tools for deals, leads, etc.

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 description implies usage for searching organizations, but no explicit guidance on when to use or not use this tool versus alternatives like pipedrive_get_organization or pipedrive_list_organizations.

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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