MCP Observatory: one read only walk over every https endpoint in the official registry

Tools

Token cost is the o200k count of the tools list JSON, including schemas, before any tool is called.

• mcp_observatory_state

  What was measured, when, over what population, and what the measurement cannot tell you. Read this before quoting any number from this server.

• mcp_observatory_summary

  The counts, as published and as corrected. How many addresses answered, how many tools they exposed, how many stated who compensates their operator.

• mcp_observatory_lookup

  What happened when we contacted one address, or an aggregate for one host. Returns the record hash and the procedure to recompute it. There is no tool here that lists addresses; you must already hold

• mcp_observatory_disclosure_guide

  How the 152 servers that stated who compensates their operator actually did it - the field names observed in the wild, with counts. Not a specification we invented.

• mcp_observatory_measure_now

  Contact one https address now and report what we see: whether it speaks MCP, whether it carries an agent card, and whether that card names who compensates the operator. Read only; no tool is called. r

• mcp_observatory_method

  How the walk was run, what we got wrong and corrected, and the four rules the report holds itself to.