Silicon Friendly
Check and improve how agent-friendly a site is, search the directory, and submit your product for AI discoverability ratings.
Overview
Silicon Friendly Directory is a MCP server for the Launch phase that searches, looks up, and submits websites rated on AI-agent-friendliness.
What is this MCP server?
- Hosted MCP at siliconfriendly.com/mcp (streamable HTTP)
- Search and lookup websites rated for AI-agent-friendliness
- Submit sites to the Silicon Friendly directory from the agent
- Version 1.0.1 with open GitHub repo unlikefraction/silicon-friendly
- Supports competitive research on how peers optimize for agents
- MCP server version 1.0.1
- Remote https://siliconfriendly.com/mcp
- Capabilities: search, lookup, and submit per server description
What problem does it solve?
Builders cannot tell if their site is structured for AI agents and lack a simple way to benchmark agent-friendly competitors.
Who is it for?
Indie founders optimizing docs and marketing sites for agent discovery and comparing AI-friendliness scores.
Skip if: Pre-launch ideas with no URL yet or teams that only need traditional Google SEO tooling.
What do I get? / Deliverables
After you connect the remote, the agent can query ratings, research similar sites, and submit yours to the directory.
- Directory search and lookup results for rated sites
- Submission path for your site to the Silicon Friendly index
- Agent-grounded competitive context on AI-agent-friendliness
Recommended MCP Servers
Journey fit
Launch is when builders care how machines and agents parse their site—this directory scores AI-agent-friendliness for distribution and GEO. Geo subphase covers AI-search and agent visibility; Silicon Friendly explicitly rates websites for agent consumption.
How it compares
Agent-friendliness directory MCP, not a full Lighthouse perf skill or generic web scrape.
Common Questions / FAQ
Who is Silicon Friendly Directory for?
Solo builders and marketers shipping web products who care how AI agents read, cite, and navigate their sites.
When should I use Silicon Friendly Directory?
Use it at launch and geo when you have a live site and want lookup, competitive search, or directory submission for agent-friendliness.
How do I add Silicon Friendly Directory to my agent?
Add streamable HTTP remote https://siliconfriendly.com/mcp to your MCP client; no npm package is listed in the server manifest.