PredictionMarketsPicks Quant
https://predictionmarketspicks.com/api/mcp ↗
Description
Institutional-grade quant toolkit for prediction-market trading on Kalshi and Polymarket. Ten tools covering expected value, Kelly position sizing, Bayesian updating, probability/odds conversion, base-rate gaps, combo edge, cross-platform arbitrage, market pulse, commodity edge, and KL-divergence mispricing detection. Free stateless calculators plus Pro data tools.
What our measurements say
PredictionMarketsPicks Quant is a remote MCP server published at predictionmarketspicks.com. It has been probed 6 times since 9/10/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 1,388 ms, a delay an agent will notice. It exposes a broad tool surface of 26 tools. On the protocol side it speaks the 2026-07-28 stateless spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Excellent 'Use for' guidance in descriptions to aid agent selection
- Highly descriptive and intent-driven tool names
- Clear distinction between free stateless tools and Pro data tools
- Strong semantic context for complex mathematical operations
Weaknesses
- Some parameter units (e.g., minGap) are implicit rather than explicit
- Complex input structures like 'evidence' rely heavily on text-based documentation
base_rate_gap— Valid IDs are listed in description rather than enforced via schemafind_arbitrage— The 'minGap' parameter lacks a specified unit (percentage vs decimal)bayes_update— The 'evidence' parameter requires complex object construction based on text
Verdict
Event narrative
Risk: medium
- 2026-09-10T21:16:35.016Z — era changed from 'auth-gated' to 'dual' · indicates a shift to dual-mode operation with compliance monitoring enabled
- 2026-09-11T07:35:54.413Z — complianceScore increased from null to 100 · shows full compliance achievement in dual era
Advice
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 not run this round
- Cold-start: cold 659ms → warm 628ms (penalty 31ms)
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Server build: — → 1.0.0
- Supported versions: — → 2026-07-28
- Era changed: Auth-gated → Dual-era
- Added to watch — era: Auth-gated
Get your badge
Add this badge to your README — it updates automatically as measurements change.
[](https://mcpmetrics.io/servers/predictionmarketspicks-quant)<a href="https://mcpmetrics.io/servers/predictionmarketspicks-quant"><img src="https://mcpmetrics.io/badge/predictionmarketspicks/quant/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.
Sign up free to see