How do I install Sear?

Sear is a remote plugin. You do not need to install anything locally. Add the server URL to your AI app's MCP configuration and you are ready to go.

Yes. Sear passed MCP Marketplace's automated security scan with a score of 10/10 (low risk). Every server on MCP Marketplace is security-scanned before it's listed; see the full security report on this page for the findings and permissions.

What AI apps work with Sear?

Sear uses the Model Context Protocol (MCP) and works with any MCP-compatible AI app, including Claude, ChatGPT / Codex, Gemini, Copilot, Cursor, and more.

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Sear MCP Server

by Igor Holt

Developer ToolsLow Risk10.0MCP RegistryRemote

Free

Server data from the Official MCP Registry

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

About

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

Remote endpoints: streamable-http: https://sear.genesisconductor.io/api/mcp

Security Report

10.0

Low Risk10.0Low Risk

Valid MCP server (4 strong, 1 medium validity signals). No known CVEs in dependencies. Imported from the Official MCP Registry.

3 tools verified · Open access · No issues found

Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.

Permissions Found in Source Code

Found by scanning the linked source code. This listing connects to a hosted endpoint, so none of this runs on your machine: it describes what the server software does where it is hosted.

env_vars

Applies to the server that hosts this plugin, not to your machine.

file_system

Applies to the server that hosts this plugin, not to your machine.

HTTP Network Access

Connects to external APIs or services over the internet.

Shell Command Execution

Runs commands on the server that hosts it, not on your machine.

How to Connect

Remote Plugin

No local installation needed. Your AI client connects to the remote endpoint directly.

Add this to your MCP configuration to connect:

{
  "mcpServers": {
    "io-github-igor-holt-sear": {
      "url": "https://sear.genesisconductor.io/api/mcp"
    }
  }
}

Documentation

View on GitHub

From the project's GitHub 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

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

Reviews

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4.7

Local

MCP Marketplace

Free

by mcp-marketplace · Developer Tools

Search and install MCP servers from inside your AI client.