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Glama

SEAR

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.

What ships

  • 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/mcp

  • packages/sear-cli: installable sear CLI with doctor, overview, benchmarks, sitemap, and raw request get

  • .codex/skills/sear: companion skill for future Codex threads

Related MCP server: readonly-mcp-akamai

Local workflow

pnpm 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

Cloudflare deploy

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.

ChatGPT app

The remote MCP endpoint is exposed at /api/mcp. Connect it from ChatGPT developer mode over HTTPS after deployment.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

No tool schema history has been recorded yet.

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MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/igor-holt/sear'

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