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MVR API - Minimum Viable Relationships

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Server Details

Read-only MVR preflight for market trust, permission, evidence gaps, and readiness in Africa.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
africanmarketos591/mvr-framework
GitHub Stars
0
Server Listing
African Market OS - MVR API

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Tool DescriptionsA

Average 4.3/5 across 7 of 7 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool has a distinct purpose with explicit 'use when' and 'do not use when' instructions, preventing overlap. For example, mvr_first_call is a preflight check, mvr_entity_resolve canonicalizes subjects, and mvr_decision_check routes to scoring.

Naming Consistency5/5

All tools follow a consistent pattern: 'mvr_' prefix plus a descriptive snake_case name (e.g., mvr_entity_resolve, mvr_decision_check). The naming is uniform and predictable.

Tool Count5/5

Seven tools is well-scoped for the domain of African market readiness. Each tool corresponds to a logical step in the workflow, and the count is neither too few nor too many for the stated purpose.

Completeness5/5

The tool set covers the full workflow from initial preflight (first_call) through entity resolution, evidence checking, context compilation, decision routing, and commercial submission. No obvious gaps are present for the public-facing API.

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