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Market Intelligence MCP Server — recession probability, sector rotation, institutional positioning, macro cascade scenario analysis, real estate calculators, and economic data. Powered by the BullrunData API.
Critical gaps across all dimensions. Tool definitions lack input schemas entirely, no visible JSON Schema definitions for any of the 14 tools. Descriptions are present but generic (10-200 chars), offering minimal LLM guidance on when/why to use each tool. Parameter documentation is absent; no type constraints, enums, or validation rules visible. Output schemas undocumented. Error handling is minimal (403 for free tier, but no recovery guidance). Tools are READ_ONLY, reducing risk, but composition and chaining support is unclear. No tool annotations (readOnlyHint, destructiveHint). This server would require substantial schema and documentation work before production use.
Cap rate direction analysis with states: compressing_strong, compressing, stable, expanding, expanding_strong. Pro tier composite model analyzing rate-environment, credit-conditions, mbs-stress, risk-premium. Composite score 0-100 with sub-scores and confidence. Free tier returns 403 with upgrade link to bullrundata.com/pricing.
Commercial real estate stress analysis with states: calm, building, elevated, severe, crisis. Pro tier composite model with delinquency, bank-willingness, cost-of-capital, systemic-stress components. Composite score 0-100 with sub-scores and confidence. Direction contract: HIGHER = MORE STRESS. Free tier returns 403 with upgrade link to bullrundata.com/pricing.
Debt service coverage ratio sensitivity analysis with states: covers_all_scenarios, stress_at_100bp, stress_at_50bp, stress_at_25bp, already_stressed. Pro tier composite model for DSCR underwriting with current-coverage, rate-headroom, fed-scenario-survival, amortization-buffer components. Composite score 0-100 with sub-scores and confidence. Free tier returns 403 with upgrade link to bullrundata.com/pricing.
Economic data and indicators
Housing cycle analysis with expansion, topping, mid_cycle, bottoming, contraction states. Pro tier composite model tool with supply, demand, price, affordability, cost of capital component groups. Provides composite score 0-100 with sub-scores and confidence. Free tier returns 403 with upgrade link to bullrundata.com/pricing.
No input schemas visible for any tool. Cannot verify parameter types, constraints, or validation.
Descriptions are generic and lack LLM-optimized guidance. Most are 25 - 60 chars (below 50-char baseline for clarity). No explanation of WHEN to use each tool vs. similar ones (e.g., institutional_positioning vs. institutional_positioning_overlay). No dependency hints or prerequisites.
Inferred effective spec: <=2025-11-25.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 41 | <=2025-11-25 | v2 |
Institutional investor positioning analysis
Institutional positioning overlay for contrarian analysis with states: max_contrarian_long, contrarian_long, neutral, contrarian_short, max_contrarian_short. Pro tier composite model with cftc-positioning, rate-momentum, cap-rate-pressure, consensus-check components. Composite score 0-100 with sub-scores and confidence. Free tier returns 403 with upgrade link to bullrundata.com/pricing.
Macro cascade scenario analysis
Market data and pricing
Multifamily cycle analysis for MF/apartment rental properties. Pro tier composite model with rent-demand, rent-pricing-power, supply-pressure, debt-cost, credit-stress components. Output states: expansion, topping, mid_cycle, bottoming, contraction. Composite score 0-100 with sub-scores and confidence. Redirects single-family questions to housing_cycle. Free tier returns 403 with upgrade link to bullrundata.com/pricing. Trigger keywords: MULTIFAMILY, MF, APARTMENT, RENTAL PROPERTY.
Recession probability forecast based on macro indicators
Refinancing window analysis with states: refi_now, refi_soon, wait_3mo, wait_6mo, unattractive. Pro tier composite model analyzing rate-level, rate-trajectory, fed-path, credit-availability, duration-spread. Returns composite score 0-100 with sub-scores and confidence. Free tier returns 403 with upgrade link to bullrundata.com/pricing.
Rent-price divergence analysis for multifamily NOI. Pro tier composite model with rent-growth, price-growth, divergence-magnitude, divergence-momentum components. States: expansion, widening, balanced, narrowing, compression. Composite score 0-100 with sub-scores and confidence. Free tier returns 403 with upgrade link to bullrundata.com/pricing.
Sector rotation analysis and positioning
Output schemas undocumented. No visibility into what fields each tool returns, their types, or how to chain results to downstream tools. Breaks tool composition and forces LLMs to guess field names.
No tool annotations (readOnlyHint, destructiveHint, idempotentHint). While all tools are READ_ONLY, explicit annotations would improve agent planning and safety.
Error handling is minimal. Free tier returns 403 with upgrade link, but no recovery guidance for LLMs. No categorization of errors as retryable, user-fixable, or fatal. No actionable error messages.