finance MCP Server
The Loss-Prevention Friction Engine for Founders. An AI-powered MCP server that stops you from building things nobody wants using clinical analytics, behavioral pattern scanning, and real-time market intelligence.
Discovered via github-topic:model-context-protocol and last synced 3mo ago.
1. Install the package
npm install openglad-mcp
Smart triage router. Auto-detects ideas vs metrics and routes accordingly.
Generates 3-scenario failure predictions (best, likely, worst) with quantified expected loss.
Mega-pipeline combining Pattern Scan, Loss Simulation, and Revenue Gate. **Start here for new ideas.**
API
Detects burnout signals from work patterns, cognitive load, and focus entropy.
Overcrowding & entry risk filter. Detects tarpit ideas and late entry risks.
Assesses development velocity, engineering risks, and technical debt.
Quick friction check: pattern scan + revenue gate to determine if building is allowed.
Locks building until clear monetization strategy is confirmed. Produces unlock tasks.
Gamma API (free, no key)
Description
Parallel multi-source analysis of 2-3 ideas with ranked comparison and single verdict.
Full loss-prevention pipeline for a new idea.
URI
Detects behavioral risk patterns (overbuilding drift, monetization avoidance, prestige bias).
Public Search API (free, no key)
Broad trend scanner: sentiment, red flags, cautionary tales, and 6-12 month predictions.
Public JSON (free, no key)
Description
Market saturation and trend analysis combining broad scan + focused analysis.
Evaluates MRR/ARR trajectory, financial risks, churn, and unit economics.
Measures marketing risks, output consistency, and funnel efficiency.
Comprehensive system scan across all diagnostic dimensions.
Guided startup analysis — triage and routing for ideas or metrics.
Connect to Helium's MCP server for news research, media bias analysis, balanced perspectives, stock/options data, and semantic meme search across 3.2M+ articles and 5,000+ sources
Automate account reconciliation by matching transactions, identifying discrepancies, and generating variance reports
Create comprehensive business plans, financial projections, and strategic documents for funding or planning
Calculate cash runway, burn rate, and financial sustainability projections
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Pizzly, financial market analysis combining technical indicators with LLMs, featuring real-time data processing and AI-powered market insights ⚡️
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