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Flowwoods — Real-user research recruiting

Server Details

Recruit real AI coding tool users for interviews: pricing and free feasibility inquiries.

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Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL

TDQS

A3.7/5.0

Scored across 3 tools

Disambiguation4/5

Each tool maps to a distinct phase: reading provider facts (get_service_offer), computing a fee+incentive estimate (estimate_research_cost), and sending an inquiry (submit_research_brief). The only mild friction is that get_service_offer surfaces pricing while estimate_research_cost also returns cost figures, so an agent may briefly hesitate over which to call for pricing; the descriptions resolve this (scope facts vs. computed total).

Naming Consistency5/5

All three names follow a clean verb_noun snake_case pattern: estimate_research_cost, get_service_offer, submit_research_brief. The verbs (estimate/get/submit) accurately signal the differing side-effect profiles.

Tool Count4/5

Three tools match a deliberately narrow, no-transaction recruiting inquiry surface, and each earns its place. The set is on the lean side, but for a pre-sales feasibility flow that is reasonable rather than deficient.

Completeness3/5

The read → estimate → inquire path is covered, but there is no way to check the status of a submitted brief or retrieve previously submitted details, leaving an agent at a dead end after submit_research_brief. Given the explicit no-order/no-reservation stance this may be intentional, but the lifecycle stops short.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Changedestimate_research_cost1 field changed
      • changedInput schema / properties / session_count / default
        Previous value: -3New value: +1
  2. 3 tool updates
    • First observedestimate_research_cost
    • First observedget_service_offer
    • First observedsubmit_research_brief

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