SEAR

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

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Remote HTTP

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

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

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Documentation Overview

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

bash

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:

bash

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.

bash

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.

Read the full README →View source on GitHub →

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Reviews

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Frequently Asked Questions about SEAR

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "sear": { "command": "npx", "args": ["-y", "SEAR"] } }

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Technical Specs & Signals

CategoryDeveloper Tools

35Quality signal: Fair · 35/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools15/30

Adoption & activity1/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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More in 💻 Developer Tools →Best MCP servers for Developers →Alternatives to SEAR →Install in Claude Desktop Install in Cursor Install in VS Code

Documentation Overview

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

bash

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:

bash

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.

bash

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.