# Sumora — agent & developer index > Sumora is building the Shopify for AI agents: a platform where any business gets a crew of specialised AI agents that run its operations, with the owner approving every consequential action. What is live today is the first agent, an autonomous outreach agent for LinkedIn and Instagram: describe your ideal customer, and Sumora finds leads, qualifies them against your ICP, generates a personalized playbook page per prospect, runs multi-touch sequences within enforced send ceilings, and drafts every reply for your approval in one inbox. The full multi-agent platform (describe a business, get a site plus a crew of department agents, an open Agent Store) runs on staging and is not yet open for sign-up; everything below describes the live outreach agent. ## Start here - [Full long-form manual (llms-full.txt)](https://trysumora.com/llms-full.txt) - [Home page (markdown twin)](https://trysumora.com/index.md) - [Developer portal](https://trysumora.com/developers) — the human-readable overview of every resource below - [Developer portal (markdown twin)](https://trysumora.com/developers.md) - [Developers-area llms.txt](https://trysumora.com/developers/llms.txt) ## Use Sumora from an agent - [MCP server endpoint](https://mcp.trysumora.com/workspace/mcp) — Streamable HTTP; OAuth 2.1 or workspace API key - [MCP server card](https://trysumora.com/.well-known/mcp/server-card.json) — machine-readable server/tool preview - [MCP setup guide](https://trysumora.com/mcp) - [Setup guide (markdown)](https://trysumora.com/mcp.md) - [MCP-area llms.txt](https://trysumora.com/mcp/llms.txt) - Docs MCP surface (read-only): `https://mcp.trysumora.com/workspace/docs-mcp` ## REST API - [OpenAPI spec](https://api.trysumora.com/openapi.json) - [API-area llms.txt](https://trysumora.com/api/llms.txt) — auth, Idempotency-Key, pagination, rate limits, versioning - API catalog (RFC 9727): https://trysumora.com/.well-known/api-catalog - OAuth protected-resource metadata (RFC 9728): https://trysumora.com/.well-known/oauth-protected-resource ## Authentication - [auth.md — how agents obtain credentials](https://trysumora.com/auth.md) - Workspace API keys are created self-serve in the dashboard under Settings → API Keys: https://dashboard.trysumora.com ## Machine-readable data - [Capability + enforced send-ceiling declaration](https://trysumora.com/capabilities.json) - [Human-readable capabilities page](https://trysumora.com/capabilities) - [Pricing in markdown](https://trysumora.com/pricing.md) - Agent discovery catalog (ARD): https://trysumora.com/.well-known/ai-catalog.json - A2A agent card: https://trysumora.com/.well-known/agent-card.json - Agent Skills index: https://trysumora.com/.well-known/agent-skills/index.json - Web Bot Auth key directory: https://trysumora.com/.well-known/http-message-signatures-directory - NLWeb schema map: https://trysumora.com/.well-known/schemamap.xml - Products feed: https://trysumora.com/.well-known/feeds/products.jsonl - FAQ feed: https://trysumora.com/.well-known/feeds/faq.jsonl - Articles feed: https://trysumora.com/.well-known/feeds/articles.jsonl ## Policies - Pricing, trial terms, and refunds: [pricing.md](https://trysumora.com/pricing.md), [terms](https://trysumora.com/terms) - Deprecation & versioning policy: https://trysumora.com/deprecation-policy.md - Privacy: https://trysumora.com/privacy - Contact: hi@trysumora.com · [Contact page](https://trysumora.com/contact) ## Guides (what nobody else publishes) - [All guides](https://trysumora.com/guides) — enforceable outreach limits, warmup ramps, benchmarks - [Free tools](https://trysumora.com/tools): [LinkedIn and Instagram safe-limit calculator](https://trysumora.com/tools/linkedin-instagram-limit-calculator) (daily and weekly ceilings by account age, seat and warm-up week) and [cold message checker](https://trysumora.com/tools/cold-message-checker) (rule-by-rule score for a cold DM or email opener) - [Press kit](https://trysumora.com/press): boilerplate, fact sheet, logos, founder bios - [Blog](https://trysumora.com/blog) · [Compare pages](https://trysumora.com/compare) · [City pages](https://trysumora.com/outreach) Every page above also exists as a `.md` markdown twin by appending `.md` to its path (e.g. [/capabilities](https://trysumora.com/capabilities) → /capabilities.md). AI crawler agents receive the markdown representation automatically.