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Lookspan SDK for MCP — wraps any MCP client to emit spans for each tool call.

Drop-in tracing for the Anthropic SDK — wrap your client in one line and every message call becomes a Lookspan span.

MCP server for TaskMarket — browse, create, and track bounties from any AI agent

Shared utility helpers for MCP stdio/SSE server bootstrapping, transport management, and JSON-RPC protocol handling

ScenarioSim MCP — deterministic what-if / scenario simulation for AI agents: projections over time, sensitivity analysis, and break-even solving. Runs over stdio (npx) or as a remote server.

DecisionMatrix MCP — deterministic multi-criteria decision analysis for AI agents: score, rank & explain options with weighted-sum, weighted-product, or TOPSIS. Runs over stdio (npx) or as a remote server.

PrecisionCalc MCP — high-precision finance & business calculations for AI agents (exact decimals): SaaS metrics, currency, business days, NPV/IRR, loan amortization, depreciation. Runs over stdio (npx) or as a remote server.

AgentStack MCP — one deterministic reasoning stack for AI agents: simulate (ScenarioSim) + decide (DecisionMatrix) + compute (PrecisionCalc) with cross-domain composite tools. Runs over stdio (npx) or as a remote server.

Automate any website: discover, run and create browser scripts that work behind logins.

Analyze customer data to make segmentation and predict which customer to focus on for more sales.

Forecast product demand using historical sales and market signals.

Analyze inventory levels and optimize stock allocation to reduce waste and avoid stockouts.

Analyze and score leads to identify high-potential prospects and prioritize sales outreach.

Analyze Product performance on Platforms like youtube, instagram etc. To optimize Marketing.

Generate marketing images, videos and audios for campaigns, product content, and brand assets.

Generate synthetic random user data for testing, demos, and development without using real persona.

Connect any AI to WordPress — content, media, SEO, WooCommerce, GA4, Search Console. 242 tools.

Sourced carbon emission factors + audit-traced calculations an AI can cite.

Search a curated RSS feed directory and fetch latest articles. EN/JA. Sign in to use favorites.

Live US paycheck and payroll-tax math for 2026, all 50 states and DC, powered by tools-berry.com.