gonka_chat

shallow

io.github.bystray/gonka-mcp-server · Verify this server

Run an LLM completion on Gonka THROUGH this server. Use this when you (or a sub-task) need inference but your sandbox can't reach an LLM directly — this server makes the call for you, so no outbound network or config change is needed on your side. Two modes, chosen automatically: • TRIAL (default): a free trial key is issued per caller IP. Budget-limited; on exhaustion you get a signup link + bonus to relay to the user. • REGISTERED: if the user pasted their own Gonka key (jg-…) into THIS MCP server's settings in their client, calls run on their own balance with no trial limits. Nothing to do here — it's detected from the request.

100.0/100

1 trials · measured 8 days ago

gonka_chat scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.bystray/gonka-mcp-server, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
open
Category
Communication
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: gonka_chat
[![Vouch score](https://vouch.tools/api/tools/98d7171b-5396-4960-9be7-873d5b5342f0/badge.svg)](https://vouch.tools/tools/98d7171b-5396-4960-9be7-873d5b5342f0)
gonka_chat — Vouch