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nyku

Competiflow MCP Server

by nyku

List workspaces

list_workspaces
Read-only

Lists all workspaces with competitor and monitor counts, review needs, and highest unreviewed severity so you can find a workspace ID and start triage.

Instructions

List all your workspaces with competitor and monitor counts, needs_review_count, and the highest unreviewed severity. Start here to find a workspace_id. For one workspace's recent activity, use get_digest.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changedv0.1.1
    • removedInput schema / $schema
      Removed value: -"http://json-schema.org/draft-07/schema#"
  2. First observedv0.1.0

TDQS

A4.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so safety is covered; the description adds useful behavioral context by describing what the response payload contains (counts and max severity), which shapes downstream decisions. It does not discuss ordering, scale limits, or empty-workspace behavior, which keeps it below a 5.

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?

Three short sentences, none redundant: purpose and payload first, then the routing hint, then the alternative. Front-loaded and tight with no filler.

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

Completeness4/5

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

With no output schema, the description carries the return-value burden and does list the salient fields, which is enough to call and interpret the result. Minor gaps remain — ordering, volume expectations, and what an empty list means — but nothing blocks correct invocation.

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

Parameters4/5

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

The tool takes zero parameters, so the baseline of 4 applies; there is no parameter semantics to get wrong or explain. Nothing in the description misrepresents the parameterless nature of the call.

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?

Names a specific verb and resource ('List all your workspaces') and enumerates the key fields returned (competitor/monitor counts, needs_review_count, highest unreviewed severity). This clearly distinguishes it from get_digest, which is explicitly framed as single-workspace activity.

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?

'Start here to find a workspace_id' gives a concrete entry-point instruction, and 'For one workspace's recent activity, use get_digest' names the alternative and the condition that selects it. Both when-to-use and when-to-use-something-else are covered.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.