io.github.africanmarketos591/mvr-api
MVR API - Minimum Viable Relationships
Read-only MVR preflight for trust, permission, evidence gaps, and African market-entry readiness.
alive probed 2026-10-08 · HTTP 200
5tools
59ktokens in Claude Opus 5.5
59ktokens in Claude Code
29.3 %of a 200k context window
32ko200k_base estimate
3.8 sto initialize
1.9 sto list tools
- Endpoint
- https://africanmarketos.com/mcp/preflight (streamable-http)
- Host
- africanmarketos.com
- Protocol
- 2025-11-25
- Reports itself as
- mvr-api-minimum-viable-relationships v6.32.0
- Capabilities
- tools
- Instructions
- 2 536 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-08. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/africanmarketos591/mvr-framework
- Website
- https://africanmarketos.com/api/docs
- Registry
- active, updated 2026-07-29 · registry entry
- Reachable
- 7 of the last 7 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| mvr_entity_resolve | 6 515 | 20 % |
| mvr_decision_check | 6 514 | 20 % |
| mvr_evidence_completeness | 6 463 | 20 % |
| mvr_first_call | 6 461 | 20 % |
| mvr_context_compile | 6 442 | 20 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-08 11:12 | alive | 4.0 s | 5 | 59k | 32k |
| 2026-10-05 14:30 | alive | 3.8 s | 5 | 24k | 13k |
| 2026-10-05 00:31 | alive | 3.7 s | 5 | 13k | |
| 2026-10-04 10:03 | alive | 4.0 s | 5 | 13k | |
| 2026-10-04 07:57 | alive | 3.7 s | 5 | 13k | |
| 2026-10-03 20:36 | alive | 3.4 s | 5 | 13k | |
| 2026-10-03 17:52 | alive | 1.8 s | 5 | 13k |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.africanmarketos591/mvr-api)
An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.