Integration
Connect Spark Hire to MalShare
When Interview Completed fires in Spark Hire, your agent runs Add file in MalShare. Describe the whole flow and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want Spark Hire and MalShare to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiOne 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.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)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)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)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)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)Grok
Open grok.com/connectors, choose New Connector, then Custom, and paste the address. Grok signs you in in your browser.
Setup guide (opens in a new tab)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)Example flows
What Spark Hire can start in MalShare
When Interview Completed in Spark Hire
then Add file in MalShare
When New Interview in Spark Hire
then Get file in MalShare
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 Spark Hire and MalShare
Triggers and actions 3 triggers · 26 actions
Trigger
Interview CompletedTriggers when a candidate completes a Spark Hire interview.
Trigger
New InterviewTriggers when a new interview is created in Spark Hire.
Trigger
New Job PostTriggers when a new job post is created in Spark Hire.
Action
Create Company UserCreates a Spark Hire company user and emails them an invitation to set a password. Requires an admin's API key.
Action
Create InterviewCreates a Spark Hire interview for one candidate on a job post and emails them the invitation, using a saved question set.
Action
Create Job PostCreates a Spark Hire job post with a title, description, location and status.
Action
Delete InterviewDeletes a Spark Hire interview.
Action
Delete Job PostDeletes a Spark Hire job post.
Action
Get Company UserReturns one Spark Hire company user.
Action
Get InterviewReturns one Spark Hire interview with its candidate, job post, status, rating and questions.
Action
Get Job PostReturns one Spark Hire job post, including its status, location and open interview link.
Action
List Company UsersReturns the company users on the Spark Hire account.
Action
List InterviewsReturns Spark Hire interviews, optionally filtered by status and type.
Action
List Job PostsReturns Spark Hire job posts, optionally filtered by status.
Action
List Question SetsReturns the saved interview question sets on the Spark Hire account.
Action
Update InterviewReschedules a Spark Hire interview, cancels one the candidate has not completed, or marks a live interview completed.
Action
Update Job PostUpdates a Spark Hire job post's title, description or status. Only the fields you supply change.
Action
Add fileUploads a file to the MalShare sample collection.
Action
Add URL downloadFetch a sample from a URL and add the result to the sample collection.
Action
Find samplesSearches MalShare sample hashes, sources and file names for the given query and returns the matching samples.
Action
Find samples by hashReturns the MalShare samples that match the specified MD5, SHA1 or SHA256 hashes.
Action
Get API limitReturns how many API requests your MalShare key is allocated per day and how many remain.
Action
Get fileDownloads the raw file contents of a MalShare sample by its MD5, SHA1 or SHA256 hash.
Action
Get file detailsGet stored file metadata for a given hash.
Action
Get URL download statusCheck status of a download_url task by GUID (missing/pending/processing/finished).
Action
List file typesLists the file types seen in MalShare samples from the past 24 hours, with how many samples of each type were added.
Action
List hashesLists the hashes of samples added to MalShare in the past 24 hours.
Action
List hashes by typeLists the MD5/SHA1/SHA256 hashes of samples of a specific file type added to MalShare in the past 24 hours.
Action
List sourcesLists the sources samples were collected from in the past 24 hours.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
Reviews
What our customers say
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Questions
Spark Hire and MalShare, answered
What can start an automation from Spark Hire?
Any of Spark Hire's 3 triggers in the catalog, including Interview Completed, New Interview and New Job Post. Describe the moment in plain language and your agent picks the right one.
What can your agent do in MalShare when something happens in Spark Hire?
Any of MalShare's 12 actions, including Add file, Add URL download, Find samples and Find samples by hash. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from MalShare to Spark Hire?
MalShare has no triggers in the catalog today, so automations start in Spark Hire. If you need the other direction, ask: your agent reads MalShare's API documentation and adds it.
Do I have to build a connector for Spark Hire or MalShare?
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 Spark Hire and MalShare 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.