Vi Assistant by Vultax
Description
Vi market evidence, hypothetical price scenarios and published Vultax research.
What our measurements say
Vi Assistant by Vultax is a remote MCP server published at vultax.com. It has been probed 6 times since 9/13/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 192 ms, placing it among the faster endpoints. It offers a narrow, focused set of 5 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Agent readability score
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| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-13 14:49:35 | Legacy | 400 | 233 | 200 | 234 | 2025-11-25 |
| 2026-09-13 12:47:19 | Legacy | 400 | 185 | 200 | 200 | 2025-11-25 |
| 2026-09-13 10:45:14 | Legacy | 400 | 174 | 200 | 192 | 2025-11-25 |
| 2026-09-13 08:43:04 | Legacy | 400 | 178 | 200 | 174 | 2025-11-25 |
| 2026-09-13 06:40:42 | Legacy | 400 | 351 | 200 | 352 | 2025-11-25 |
| 2026-09-13 04:35:29 | Legacy | 400 | 166 | 200 | 176 | 2025-11-25 |
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test passed · last run:
- Cold-start: cold 63ms → warm 81ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
inspect_prediction_marketInspect an exact Polymarket link: resolve the market, read resolution rules, outcome prices, spread, volume, liquidity and a bounded recent-trade sample. Returns source timestamps and an exact Vultax workspace link. Multi-market events require selection. Data may be delayed. No account or trading access.
marketstringrequiredmarketSlugstringincludeTradesboolean
calculate_probability_scenarioCalculate the hypothetical dollar impact of user-selected outcome prices for a fixed number of contracts, including explicit entry and exit dollar costs. Pure arithmetic: not a forecast, live quote, strategy backtest, order or paper position.
contractsnumberrequiredentryPricenumberrequiredscenarioPricesarrayrequiredentryCostUsdnumberexitCostUsdnumber
search_researchSearch Vultax published crypto and prediction-market studies; returns citation URLs and stable article IDs.
querystringlimitintegeroffsetinteger
get_research_articleRead a complete published Vultax study and its source metadata. This is historical research, not a current market snapshot.
slugstringrequired
get_research_datasetRetrieve published study datasets and CSV/JSON links with units, observation periods and limitations.
slugstringrequireddatasetstring
Availability history
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Era history
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
Response time history
The two probe legs separately: modern server/discover and legacy initialize.
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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[](https://mcpmetrics.io/servers/io-github-christopherzyx-vultax-research)<a href="https://mcpmetrics.io/servers/io-github-christopherzyx-vultax-research"><img src="https://mcpmetrics.io/badge/io.github.ChristopherZYX/vultax-research/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
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