hypathesis
Variable relationships from research papers with causal direction and source traceback.
我該用這個嗎
品質與安全性
發現項目（2）
- HIGHTool poisoning patterns detected
- MEDIUMTool description contains URL to non-standard domain在 get_variable_relationships 中
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"hypathesis": {
"url": "https://hypathesis.com/mcp"
}
}
}遠端端點
https://hypathesis.com/mcpstreamable-http它能做什麼
工具清單
工具（4）
🟢get_analysis_status(file_id, authorization, session_token)
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 uploads. Returns: { "status": "Processing" | "Ready" | "Empty" | "Ineligible" | "Pending", "edges_count": int, "variables_count": int }
輸入結構描述
{
"type": "object",
"properties": {
"file_id": {
"title": "File Id",
"type": "string"
},
"authorization": {
"default": "",
"title": "Authorization",
"type": "string"
},
"session_token": {
"default": "",
"title": "Session Token",
"type": "string"
}
},
"required": [
"file_id"
],
"title": "get_analysis_statusArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"additionalProperties": true,
"title": "Result",
"type": "object"
}
},
"required": [
"result"
],
"title": "get_analysis_statusOutput"
}🟢get_variable_relationships(file_id, authorization, session_token)
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 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 uploads. Returns: Authenticated: full details (source, target, directed, reason per relationship; name, measure per variable). Anonymous: gated (source, target, directed per relationship; name per variable; sign_up_url for full access).
輸入結構描述
{
"type": "object",
"properties": {
"file_id": {
"title": "File Id",
"type": "string"
},
"authorization": {
"default": "",
"title": "Authorization",
"type": "string"
},
"session_token": {
"default": "",
"title": "Session Token",
"type": "string"
}
},
"required": [
"file_id"
],
"title": "get_variable_relationshipsArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"additionalProperties": true,
"title": "Result",
"type": "object"
}
},
"required": [
"result"
],
"title": "get_variable_relationshipsOutput"
}🟢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, "user_code": str, "expires_in": 600, "message": str }
輸入結構描述
{
"type": "object",
"properties": {},
"title": "initiate_device_authArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"additionalProperties": true,
"title": "Result",
"type": "object"
}
},
"required": [
"result"
],
"title": "initiate_device_authOutput"
}🟢check_device_auth(user_code)
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: Pending: {"status": "pending"} Complete: {"status": "complete", "api_key": "hk_..."} Error: {"error": "..."}
輸入結構描述
{
"type": "object",
"properties": {
"user_code": {
"title": "User Code",
"type": "string"
}
},
"required": [
"user_code"
],
"title": "check_device_authArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"additionalProperties": true,
"title": "Result",
"type": "object"
}
},
"required": [
"result"
],
"title": "check_device_authOutput"
}社群
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