The library

meme-coin-audit · When doing pre-investment due diligence on meme coins or auditing token contracts for rug-pull mechanisms.

cloud-cost-models · Reduces cloud spend 30-70% through instance selection, savings plans, and per-environment scheduling formulas.

solo-cli · Romanian freelancers needing fast CLI access to accounting, invoicing, and e-Factura (EUR invoice regulation)

DAX Promo Period Analysis and Volume Calculation · Quantifying market impact of promotional events on trading behavior and stock volatility

base · Automating database operations, forms, and report generation when ODB or embedded databases suit the use case better than CLI tools.

verifica-report · Auditing financial notes against transactional DB when you need claim-by-claim verification with source traceability.

columbia-churn-2024-2026 · Orchestrating multi-agent workflows with bounded costs and structured outputs.

field-coverage · Use when workflow operations need field coverage.

phase1-cost · Port transaction cost enforcement from Go/Postgres to TypeScript.

tradingflow · Analyzing multi-leg trading workflows with execution validation

layer2-facet · Exploratory grant faceting where open-ended vocabularies evolve (seed values provided but new entries created per grant).

fi-theme-pipeline · Off-the-battlefield historical narrative when locked house voice, fact-pack validation, and parallel critic review are mandatory.

tickerr-live-status · Route agent calls to cheapest/fastest available LLM model dynamically based on live pricing and failure signals.

quantoracle · Enable agents to price derivatives and compute portfolio risk without external finance APIs.

quantoracle · Fast, deterministic quant finance calculations for trading agents

crypto-mcp · When you need crypto-mcp capabilities in your MCP stack

sdk · Integrating metered billing and usage tracking into SaaS applications.

statscan-mcp · Canadian economic and demographic research using official government data.

causal-mcp · Quantitative research and stress testing with reproducible market simulation datasets.

wallet-intelligence · Bitcoin transaction verification, wallet risk assessment, and on-chain identity in crypto agents.

paygate-mcp · Monetizing an MCP server with fine-grained per-tool pricing, ACL, quotas, and real-time audit trail.

clicks-protocol · AI agents managing autonomous commerce that need non-custodial yield on idle USDC without lockup.

mcp-server · DeFi agents querying token prices, NFT ownership, and transaction history.

token-safety · DeFi safety agents detecting scams and honeypot tokens before trades.

xero-mcp-server · Accounting automation agents querying and managing invoices.

fdic-mcp-server · When you need to research US bank financials, failures, or peer comparisons and want a stable, citation-ready tool surface over FDIC data.

doit-mcp-server · Monitoring cloud costs and detecting infrastructure anomalies across multiple clouds.

mcp-server · Real-time monitoring of trading positions and signals in financial systems.

mcp-server · Accessing cryptocurrency exchange data and DeFi platform information.

czech-vat-mcp · Business compliance agents verifying Czech company registration and VAT status.

backtest · Validating sports betting edge with historical backtests before live wagering.

finance · Building a complete financial picture with variance analysis and runway projection for founders

max · Orchestrating TradingIA development when someone needs integrated strategy across code, math, market, and business.

The CFO · Reality-checking startup assumptions when the board needs to hear if numbers actually work.

{"{ projectName }":null} · Autonomous LP range management when automated rebalancing within USD bounds beats manual monitoring

felix · Configuring entity structure and tax planning at SaaS hire-time.

pro-orb · refining product narrative and pitch positioning

finance-expert · When validating multi-currency portfolio calculations and döviz kuru conversions.

bear-analyst · Adversarial investment review before capital deployment.

beatriz · Specialized subagent work that requires domain expertise and isolated context.

chainaware-rug-pull-detector · Investors screening DeFi contracts before deploying capital.

agentdeals · Handling specialized tasks that generic agents cannot perform.

chief-ai-officer-advisor · CAO or VP Product deciding between API models (Claude, Gemini), fine-tuning, or self-hosted infrastructure when capital and regulatory trade-offs matter.

general-counsel-advisor · Founder or CEO reviewing term sheet or vendor contract pre-signature when red-flag speed matters more than perfect legal interpretation.

llm-cost-optimizer · Controlling LLM spend in production systems by routing between models, implementing caching, and observing token usage per feature

finance-skills · Quickly computing financial health snapshots (ratio analysis, valuation, budget) and SaaS health (ARR, churn, LTV, CAC, Quick Ratio) instead of manual spreadsheets

business-investment-advisor · Making go/no-go decisions on equipment, real estate, hiring, or technology investments by quantifying payback and opportunity cost

dossier · Investors and operators who need decision-grade entity research with hypothesis testing and red-flag scoring before meetings or deals.

grants · Clinical researchers seeking NIH funding when preliminary positioning + institute targeting + submission timeline confidence is required.

budgetclaw · Teams running Claude Code agents on metered LLM budgets who need hard spend guardrails with immediate notification of overages.