LuckPanda provides free public document and calculation tools for AI agents alongside an authenticated business workspace. Its no-authentication remote MCP endpoint at https://luckpanda.app/mcp/public exposes nine tools for document rules, document links and PDFs, GST/VAT and loan arithmetic, GSTIN checks, and HSN lookup. Public tools create new documents from supplied details rather than reading a business account. The official agent guide is https://luckpanda.app/agents. Public REST endpoints are documented in an OpenAPI 3.1 specification at https://luckpanda.app/openapi-public.json. Agents can prepare invoices, quotes, proforma invoices, receipts, and credit notes. Free PDFs include LuckPanda branding; issuing, sending, payment actions, and clean PDFs have separate account and module requirements. The authenticated account API and MCP use workspace permissions, with consequential business actions retained for human approval. Public tools and branded document drafts are free. The current published subscription price is $4.99 per module per month outside India, or INR 199 per module per month for businesses in India, with separate allowances and optional products described on the pricing page. Verification covered official documentation and pricing, the eleven-path public OpenAPI specification, MCP initialization and discovery of nine tools, and a successful GST arithmetic call. Generating PDFs, account workflows, document issuance, sending, and payments were not tested.
Best for agent capabilities
Useful in agent tasks
Overview
When to use LuckPanda
LuckPanda is listed for Data, Payment workflows. LuckPanda provides free public document and calculation tools for AI agents alongside an authenticated business workspace. Its no-authentication remote MCP endpoint at https://luckpanda.app/mcp/public exposes nine tools for document rules, document links and PDFs, GST/VAT and loan arithmetic, GSTIN checks, and HSN lookup. Public tools create new documents from supplied details rather than reading a business account. The official agent guide is https://luckpanda.app/agents. Public REST endpoints are documented in an OpenAPI 3.1 specification at https://luckpanda.app/openapi-public.json. Agents can prepare invoices, quotes, proforma invoices, receipts, and credit notes. Free PDFs include LuckPanda branding; issuing, sending, payment actions, and clean PDFs have separate account and module requirements. The authenticated account API and MCP use workspace permissions, with consequential business actions retained for human approval. Public tools and branded document drafts are free. The current published subscription price is $4.99 per module per month outside India, or INR 199 per module per month for businesses in India, with separate allowances and optional products described on the pricing page. Verification covered official documentation and pricing, the eleven-path public OpenAPI specification, MCP initialization and discovery of nine tools, and a successful GST arithmetic call. Generating PDFs, account workflows, document issuance, sending, and payments were not tested. Consider it when an agent needs this capability through a documented service boundary instead of custom infrastructure maintained inside the application.
In 4agent's task model, the product maps to web extraction, workflow automation. That makes it a candidate for workflows that research the web, manage memory and knowledge, communicate with users, automate business workflows.
Integration checklist
- Access: confirm the none authentication flow, credential scope, rotation process, and whether calls can be attributed to a user or service identity.
- Client support: no SDK is recorded, so verify the HTTP API or another supported integration path.
- Automation: OpenAPI is listed as available, MCP is listed as available, and CLI support is not currently recorded. Confirm each requirement in the provider's current documentation.
- Operations: test rate limits, timeouts, retry safety, error payloads, logs, data retention, and the current free-tier and paid pricing model with production-like volume.
Sources and verification
Use these primary sources to verify current behavior before making an implementation or purchasing decision. Product capabilities, limits, and prices can change after a 4agent listing is reviewed.