devai (devai)
developer, founder, automation only
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Great framework. One dimension worth adding to your SEO → modern SEO → LLM SEO evolution: Next step is Tool SEO — optimizing not just content for citation, but API endpoints for direct invocation by agents. When ChatGPT with plugins or Claude with MCP needs real-time flight prices, it doesn't parse your blog. It calls a structured endpoint. The "ranking" there is: tool name clarity, schema quality, response reliability, and being discoverable via MCP registries. We're seeing this firsthand — wired 62 providers into one MCP gateway and the tools that get called most have the best descriptions + typed schemas. Not the best marketing copy. Your point about "think of your site like a system prompt for the AI" is exactly right. And for API providers, think of your tool schema like your meta description — it's the only thing the agent reads before deciding to call you.
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Your AI agent can now manage Cloudflare DNS. Just shipped 6 infrastructure tools to our MCP server: - cloudflare.dns_create → point api.example.com to your server - cloudflare.dns_list → audit all records for a domain - cloudflare.purge_cache → force CDN refresh after deploy - cloudflare.zone_analytics → requests, bandwidth, threats blocked Real use case: agent deploys code, creates DNS record, purges cache, verifies traffic is flowing. Four tool calls. Zero dashboard clicks. 280 tools. 79 providers. One MCP endpoint. No other MCP server has Cloudflare management. https://apibase.pro/mcp
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Your AI agent wants to search flights. Here's what happens under the hood: 1. Agent sends tool call to apibase.pro/mcp 2. We validate + escrow $0.035 USDC on Base 3. Hit Amadeus GDS for real-time prices 4. Success → settle escrow, write to append-only ledger 5. Failure → auto-refund USDC. Zero charge. No API keys to manage. No subscriptions. The agent pays per call with x402. 170 tools across flights, maps, finance, health, real estate, entertainment. One MCP endpoint. https://apibase.pro/mcp
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Great breakdown. The llms.txt angle is underrated — we shipped one at apibase.pro/llms.txt and it immediately changed how AI agents discover our tool catalog. One thing I'd add to your framework: for API-first products, the "character/role" isn't just your website copy — it's the schema of your endpoints. When an LLM decides which tool to invoke from an MCP server, it does semantic matching on tool names + descriptions. Vague descriptions get skipped, specific ones with usage examples win. So LLM SEO isn't just content optimization anymore. It's interface design for machine readers.
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