A benchmark-first release surface that exposes read-only access to SEAR (Self Evolving Agent Retrainer) deployment metadata over MCP. The remote endpoint at sear.genesisconductor.io/api/mcp surfaces benchmark results, sitemap data, and release inspection tools without requiring local installation. Ships with a companion CLI that wraps the same data: run `sear doctor` for deployment health, `sear benchmarks` for performance snapshots, or `sear sitemap` for crawl structure. Reach for this when you need programmatic access to live deployment state and benchmark history from ChatGPT or other MCP clients. The server is read-only, so you're querying published data, not mutating releases.
SEAR is the Self Evolving Agent Retrainer: a public launch surface, a read-only ChatGPT app via MCP, and an installable CLI for operator-grade release inspection.
apps/web: Next.js 16 site with SEO metadata, robots.txt, sitemap.xml, sitemap.txt, llms.txt, benchmark pages, and a remote MCP endpoint at /api/mcppackages/sear-cli: installable sear CLI with doctor, overview, benchmarks, sitemap, and raw request get.codex/skills/sear: companion skill for future Codex threadspnpm install
pnpm build
pnpm test
pnpm bench
pnpm install:cli
sear --json doctor
sear doctor defaults to the live deployment at https://sear.genesisconductor.io. For a local dev server, pass an explicit base URL:
pnpm dev
sear --base-url http://localhost:3000 --json doctor
SEAR is configured to run on Cloudflare Workers at https://sear.genesisconductor.io.
pnpm preview:cloudflare
pnpm deploy:cloudflare
The app deploys from apps/web via the OpenNext adapter and Wrangler, with the custom domain attached in apps/web/wrangler.jsonc.
The remote MCP endpoint is exposed at /api/mcp. Connect it from ChatGPT developer mode over HTTPS after deployment.