--- title: "Connect Docparser to Hybrid Analysis - APIANT.ai" description: "When \"Parsed Document Data Available\" fires in Docparser, your agent runs \"Scan file\" in Hybrid Analysis." canonical: "https://apiant.ai/connect/docparser-to-hybrid-analysis" --- # Connect Docparser to Hybrid Analysis When **Parsed Document Data Available** fires in [Docparser](https://apiant.ai/connections/docparser), your agent runs **Scan file** in [Hybrid Analysis](https://apiant.ai/connections/hybrid-analysis). Describe the whole flow and it is built, tested on every scenario and kept running. Docparser **2** triggers Docparser **2** actions Hybrid Analysis **10** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Docparser and Hybrid Analysis to do together? Give your AI client this address. `https://mcp.apiant.ai` One connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser. ### Set it up in your client ### Claude Code Run this in the directory you want to work in. `claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### Claude, web and desktop Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Cursor Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Codex and the ChatGPT desktop app Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Any other MCP client Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) Example flows ## What Docparser can start in Hybrid Analysis - When **Parsed Document Data Available** in Docparser then **Scan file** in Hybrid Analysis - When **Parsed Table Row Available** in Docparser then **Submit file for analysis** in Hybrid Analysis Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships. Everything your agent can do with Docparser and Hybrid Analysis ## Triggers and actions 2 triggers · 12 actions - Trigger **Parsed Document Data Available** Triggers whenever a new Document is processed and parsed data is available. - Trigger **Parsed Table Row Available** Triggers whenever a new Document is processed and parsed table rows are available. - Action **Fetch Document From URL** Fetches a new document from a publicly accessible URL and imports it into Docparser to begin parsing. (To receive the parsing results, you'll need a separate Zap listening for the "New Parsed Data Available" Trigger). - Action **Upload Document** Uploads a new document to Docparser which will immediately begin parsing after reception. (To receive the parsing results, you'll need a separate Zap listening for the "New Parsed Data Available" Trigger). - Action **Find reports by hash** Returns the SHA256 hashes and all sandbox detonation reports associated with the specified file hash (MD5, SHA1, SHA256 or SHA512). - Action **Get overview for hash** Returns the Hybrid Analysis overview (verdict, threat score, file names, scanner results, related reports) for a file's SHA256 hash. - Action **Get quick scan result** Retrieves the current result of a quick scan. Some scanners take time to finish; when finished is false, run this again later to get the final results. - Action **Get report state** Returns the processing state of a sandbox report submission. - Action **Get report summary** Returns the summary of a sandbox report (a submission's analysis), including verdict, threat score, hashes, signatures, MITRE ATT&CK mappings and extracted files. - Action **Get submission quota** Returns the submission quota and current usage for the connected API key, for both sandbox detonations and quick scans. - Action **Scan file** Submit a file to Hybrid Analysis for a quick scan by the selected scanners. Returns the quick scan id, the file's SHA256 and the scanner results so far; if finished is false, some scanners are still working. - Action **Search reports** Search Hybrid Analysis sandbox reports by any combination of filename, file type, verdict, tag, AV family, host, domain, date range and other attributes. - Action **Submit file for analysis** Submits a file to the Hybrid Analysis (Falcon Sandbox) for detonation in the chosen environment and returns the job id, submission id and SHA256. - Action **Submit URL for analysis** Submits a website URL, or the URL of a file, to the Hybrid Analysis sandbox for analysis and returns the job and submission identifiers. ## Each app on its own - [ **Docparser** Docparser converts your PDF documents into structured and easy-to-handle data.](https://apiant.ai/connections/docparser) - [ **Hybrid Analysis** Malware analysis sandbox that detonates submitted files and URLs to surface behavioral indicators, IOCs, and...](https://apiant.ai/connections/hybrid-analysis) Reviews ## What our customers say ## More from Docparser - [ **Docparser to Prismix** Real-time uptime for 77 AI APIs (OpenAI, Anthropic, Cursor, Gemini) — free JSON endpoint, no auth required](https://apiant.ai/connect/docparser-to-prismix) - [ **Docparser to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/docparser-to-hubspot) - [ **Docparser to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/docparser-to-salesforce) - [ **Docparser to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/docparser-to-slack) - [ **Docparser to Google Sheets** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/docparser-to-google-sheets) - [ **Docparser to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/docparser-to-gmail) ## More into Hybrid Analysis - [ **HubSpot to Hybrid Analysis** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-hybrid-analysis) - [ **Salesforce to Hybrid Analysis** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-hybrid-analysis) - [ **Slack to Hybrid Analysis** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-hybrid-analysis) - [ **Google Sheets to Hybrid Analysis** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-hybrid-analysis) - [ **Gmail to Hybrid Analysis** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-hybrid-analysis) - [ **Google Calendar to Hybrid Analysis** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-hybrid-analysis) Questions ## Docparser and Hybrid Analysis, answered ### ### What can start an automation from Docparser? Any of Docparser's 2 triggers in the catalog, including Parsed Document Data Available and Parsed Table Row Available. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Hybrid Analysis when something happens in Docparser? Any of Hybrid Analysis's 10 actions, including Find reports by hash, Get overview for hash, Get quick scan result and Get report state. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Hybrid Analysis to Docparser? Hybrid Analysis has no triggers in the catalog today, so automations start in Docparser. If you need the other direction, ask: your agent reads Hybrid Analysis's API documentation and adds it. ### ### Do I have to build a connector for Docparser or Hybrid Analysis? No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running. ### ### Can my AI client use Docparser and Hybrid Analysis without building an automation? Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both. ### ### What happens when something fails? Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships. ### ### Is there a free plan? Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.