What can you do with SEAR?

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

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.

Install

Add SEAR to your client. Pick the one you use.

claude mcp add --transport http sear https://sear.genesisconductor.io/api/mcp

codex mcp add sear --url https://sear.genesisconductor.io/api/mcp

{
  "mcpServers": {
    "sear": {
      "url": "https://sear.genesisconductor.io/api/mcp"
    }
  }
}

Add to `~/.cursor/mcp.json`, or `.cursor/mcp.json` for a single project.

{
  "servers": {
    "sear": {
      "type": "http",
      "url": "https://sear.genesisconductor.io/api/mcp"
    }
  }
}

Add to `.vscode/mcp.json` in your workspace.

{
  "mcpServers": {
    "sear": {
      "url": "https://sear.genesisconductor.io/api/mcp"
    }
  }
}

Add to `claude_desktop_config.json`, then restart Claude Desktop.

{
  "mcpServers": {
    "sear": {
      "serverUrl": "https://sear.genesisconductor.io/api/mcp"
    }
  }
}

Add to `~/.codeium/windsurf/mcp_config.json`.

Score

39 / 100

Incomplete

Documentation15/25
Maintenance19/25
Trust6/20
Capability0/15
Install experience12/15

Documents what it does and how to connect
Has a resolvable package or endpoint
Exposes at least one tool, prompt or resource
README has substantive content
Includes a code example
Documents its configuration
Mentions credentials or security posture
Last commit 20 days ago
Has a release history
Repository is not archived
No licence detected
Namespace verified in the official MCP registry
Claimed by its owner
Published under an organisation
0 tool(s) documented
Provides prompt templates
Provides resources
6 documented install method(s)
Published to a package registry
Offers a hosted endpoint — no local install

Read the full rubric →

Version history

Versions	Published
0.1.0Latest	Apr 24, 2026