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research

8 servers reported a tool by this name when we called them. Names are chosen by whoever wrote the server, so two tools sharing a name do not have to do the same thing. We record what was reported, not what it does.

serverresult when we called ittools
com.wingmanprotocol.agent/gateway
https://agent.wingmanprotocol.com/mcp
answers-mcp 57
com.wingmanprotocol.agent/gateway
https://wingmanprotocol.com/mcp
answers-mcp 57
weblens
https://api.weblens.dev/mcp
answers-mcp 36
Netzhandwerker Energy Research Hub
https://energy.netzhandwerker.de/mcp
answers-mcp 29
Liminality
https://liminality.physea.ai/mcp
answers-mcp 22
Liminality
https://mcp.physea.ai/mcp
answers-mcp 22
agent-failure-archive
https://desktop-ai2ata5-1.tailfeb765.ts.net/mcp
answers-mcp 9
Sofya
https://sofya.co/mcp
answers-mcp 4

8 of these answered an MCP handshake on the day we checked. That is not a promise the tool works, only that the server was running and told us the tool existed.