HY

Hypathesis

com.predme/hypathesis

Variable relationships from research papers with causal direction and source traceback.

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Yes, your AI can use this right now.Answered a live MCP handshake in 413 ms with no sign-in needed and exposes 4 tools.

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Settings → Connectors → Add custom connector
URL: https://hypathesis.com/mcp

4 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
get_analysis_statusread-only

Check the processing status of an uploaded paper. Poll this tool after uploading a PDF until status is 'Ready' before calling get_variable_relationships. Args: file_id: The file_id returned by the /upload endpoint. authorization: Optional. API key as 'Bearer hk_...' or 'hk_...'. session_token: Optional. The session_token returned by /upload for anonymous

get_variable_relationshipsread-only

Retrieve analyzed variable relationships for a completed paper. Only returns results when get_analysis_status reports status='Ready'. Without an API key (anonymous): returns the relationship list with source, target, and direction — but detailed reasoning is available only with an API key. Sign up at https://hypathesis.com to get one. Args: file_id: The file_id

initiate_device_auth

Start a browser-based sign-in flow to get an API key for full access. Call this when you need detailed analysis results (reasoning, measurements) that require authentication. Returns a verification URL to show to the user. After the user signs in, poll check_device_auth with the returned user_code to get the API key. Returns: { "verification_url": str,

check_device_authread-only

Check if the user has completed browser sign-in for a device auth request. Poll this after calling initiate_device_auth. Returns status 'pending' while waiting, or 'complete' with an api_key when the user has signed in. Use the returned api_key as the authorization parameter in other tools. Args: user_code: The user_code returned by initiate_device_auth. Returns

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