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clawsmith.com/signal/mcp-server-no-human-readable-capability-page-agent-discovery
โš  IssueWide OpenLive

MCP servers have no standard human-readable or agent-discoverable capability page, so connecting a new server is trial and error

A 134-point HN post (May 2026) proposed an 'MCP Hello Page' standard: a simple /.well-known/mcp page where any server describes itself in plain language. Currently, discovering what tools a server exposes requires reading source code or loading the full schema into an LLM. Agents waste tokens fetching schemas they might not use, and humans have no quick reference for evaluating a server before connecting it.

Product Idea from this Signal

A web app that generates, validates, and hosts machine-readable capability pages for MCP servers so agents and developers can discover what any server does without loading its full schema

197 โ–ฒ

Every MCP server today is a black box until you connect to it: discovering what tools it exposes requires reading source code or feeding the full schema to an LLM. The MCP spec roadmap includes Server Cards served at /.well-known/mcp, but no tooling generates, validates, or hosts them. This is a web app where a developer points at their MCP server (or pastes a schema), gets a structured capability card auto-generated, validates it against the draft spec, and receives a hosted page with a stable URL that registries and agents can query without a live connection.

MCPAI AGENTSDEVELOPER TOOLSDISCOVERYSPEC TOOLINGAPI
Competitive40 leadsView Opportunity โ†’

Score Breakdown

HN
197

Gap Assessment

Wide OpenNo dedicated solution exists

No adopted standard for MCP server capability discovery pages. The MCP spec does not mandate a discovery endpoint. No tooling generates or validates them.

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