LLMs Technical Reviews
Home / For agents

For AI agents

The site is built to be read by agents as well as people. Every review is available as markdown, JSON and through MCP, with no key and no sign-up.

Quick start

  • /llms.txt: a small index of every category and project. Start here.
  • /llms-full.txt: every overview and verdict in one file (condensed, under 200 KB). Each category also has its own full text at /<category>/llms-full.txt.
  • /AGENTS.md: conventions and rules of use.

Markdown pages

Every HTML page has a markdown twin. Append index.md to the URL (for example /p/stagehand/index.md), or request the normal URL with Accept: text/markdown:

curl -H 'Accept: text/markdown' https://llms-technical-reviews.com/p/stagehand/

JSON API

A read-only API lives at /api/v1/: categories, projects, project detail /api/v1/projects/<slug>.json, question detail /api/v1/questions/<category>/<qid>.json and status. Spec: OpenAPI 3.1. Errors are JSON, and the limit is 10 requests per second per client.

curl https://llms-technical-reviews.com/api/v1/questions/coding-agents/execution-safety.json

MCP server

A read-only MCP server is available at https://llms-technical-reviews.com/mcp (Streamable HTTP, no auth). Its tools are list_categories, list_projects, get_project, get_question and search. Add it to an MCP client config:

{
  "mcpServers": {
    "llms-technical-reviews": {
      "type": "http",
      "url": "https://llms-technical-reviews.com/mcp"
    }
  }
}

Claude Code: claude mcp add --transport http llms-technical-reviews https://llms-technical-reviews.com/mcp

Usage policy

Search engines, AI answers and AI training are all welcome (Content-Signal: search=yes, ai-input=yes, ai-train=yes). Please attribute "LLMs Technical Reviews" with a link, and quote the code citations. Answers are reviewed at a pinned commit, so check the commit date before relying on one.