Publish bounded MVR-Bench public development package

README.md

@@ -16,7 +16,12 @@ tags:
   - emerging-markets
   - relational-readiness
   - evidence-completeness
+  - market-permission
+  - minimum-viable-relationships
+  - african-market-os
+  - africanmarketos
   - mcp
+  - mcp-server
 size_categories:
   - n<1K
 configs:
@@ -33,7 +38,7 @@ configs:
 > no-AI-training addendum in `LICENSE.md` and `DATA_USE_BOUNDARY.md`. It is
 > published for citation, evaluation, and integration testing, not model training.
 
-MVR-Bench is the Minimum Viable Relationships (MVR) Framework benchmark for market-entry permission reasoning. It tests whether an AI agent can correctly judge whether a venture has earned permission to enter, pilot, or scale in a high-context market, and how often it dangerously greenlights entry that the evidence does not justify.
+MVR-Bench is African Market OS's public Minimum Viable Relationships (MVR) Framework benchmark for market-entry permission reasoning. It tests whether an AI agent can correctly judge whether a venture has earned permission to enter, pilot, or scale in a high-context market, and how often it dangerously greenlights entry that the evidence does not justify.
 
 MVR-Bench is not a release of the private MVR scoring engine. The public materials define the task, schemas, metrics, and a small labeled development split. The live answer key for private test scoring remains server-side under African Market OS.
 
@@ -158,11 +163,15 @@ MVR-Bench should be interpreted as part of the Minimum Viable Relationships (MVR
 - African Market OS: https://africanmarketos.com/
 - MVR API docs: https://africanmarketos.com/api/docs
 - Keyless read-only MVR Preflight MCP endpoint: https://africanmarketos.com/mcp/preflight
+- Official MCP Registry record: https://registry.modelcontextprotocol.io/v0/servers?search=io.github.africanmarketos591%2Fmvr-api
+- Smithery listing: https://smithery.ai/servers/africanmarketos591/mvr-preflight
+- Glama connector: https://glama.ai/mcp/connectors/io.github.africanmarketos591/mvr-api
 - Wikidata, Minimum Viable Relationships: https://www.wikidata.org/wiki/Q136094540
 - Wikidata, Farouk Mark Mukiibi: https://www.wikidata.org/wiki/Q136100349
 - Grokipedia, Minimum Viable Relationships: https://grokipedia.com/page/Minimum_Viable_Relationships
 - Creator ORCID: https://orcid.org/0009-0009-8191-2098
 - LinkedIn: https://www.linkedin.com/in/faroukmarkmukiibi/
+- SocArXiv preprint: https://osf.io/preprints/socarxiv/3467j_v1
 - Original Zenodo DOI: https://doi.org/10.5281/zenodo.17054575
 - Canonical framework DOI: https://doi.org/10.5281/zenodo.17054819
 - Latest framework DOI: https://doi.org/10.5281/zenodo.17310446