English Français العربية

SEAR

Official registry Other

Benchmark-first release surface with a read-only MCP endpoint and operator CLI.

Source code Website Documentation

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http sear 'https://sear.genesisconductor.io/api/mcp'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "sear": {
            "type": "http",
            "url": "https://sear.genesisconductor.io/api/mcp"
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. SEAR
  2. What ships
  3. Local workflow
  4. Cloudflare deploy
  5. ChatGPT app

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.

Frequently asked questions

What is SEAR?

Benchmark-first release surface with a read-only MCP endpoint and operator CLI.

How do I install SEAR?

It runs as a remote server. In Claude Code: claude mcp add --transport http sear 'https://sear.genesisconductor.io/api/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does SEAR need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is SEAR open source?

Its code is public on GitHub, but the repository does not declare a standard license.

Who maintains SEAR?

It is published by igor-holt. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.