SEAR

igor-holt/sear

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.

tools: 3
transport: HTTP
last updated: Apr 24, 2026

View on GitHub

Install

From registry metadata

$ npx add-mcp https://sear.genesisconductor.io/api/mcp --name sear

Run in your terminal. add-mcp asks which agents to add it to (Claude Code, Codex, Cursor and more). Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

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

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 3 tools

Verified live against the running server on Nov 6, 2026.

sear_overviewUse this when you need a concise summary of what SEAR ships and why it exists.1 params

Use this when you need a concise summary of what SEAR ships and why it exists.

Parameters* required

audiencestring

one of operator · founder · reviewerdefault: operator

sear_benchmarksUse this when you need measured latency, throughput, or visibility artifact status for SEAR.1 params

Use this when you need measured latency, throughput, or visibility artifact status for SEAR.

Parameters* required

viewstring

one of summary · fulldefault: summary

sear_cli_helpUse this when you need the safe first commands for verifying or querying a SEAR deployment from the terminal.

Use this when you need the safe first commands for verifying or querying a SEAR deployment from the terminal.

No parameters. Call it with no arguments.

Readme

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

View the full README on GitHub

Details

Repository: github.com/igor-holt/sear
Website: sear.genesisconductor.io
Transport: HTTP
Registry: MCP registry, active
Resources: 1
Tools verified: Nov 6, 2026