Integration
Connect Aviation Safety Data to MalShare
When something happens in Aviation Safety Data, your agent does the next thing in MalShare. Describe it 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 Aviation Safety Data and MalShare to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiAny 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)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 Aviation Safety Data can start in MalShare
When New event in Aviation Safety Data
then Add file in MalShare
When New event in Aviation Safety Data
then Add URL download 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 Aviation Safety Data and MalShare
Triggers and actions 1 trigger · 25 actions
Trigger
New eventPoll for newly published aviation safety occurrences.
Action
Find drone sightings by stateGet FAA drone sighting reports for one US state.
Action
Find laser strikes by airportGet FAA laser incidents reported near one airport.
Action
Find laser strikes by stateGet FAA laser incidents reported for one US state.
Action
Find wildlife strikes by airportGet FAA wildlife strikes reported for one airport.
Action
Find wildlife strikes by speciesGet FAA wildlife strikes reported for one species.
Action
Get aircraft family safety statsGet merged safety statistics for an aircraft family.
Action
Get airportLook up airport reference data by ICAO ident or IATA code.
Action
Get eventGet one aviation safety occurrence with its sources and narrative references.
Action
Get narrativeGet a narrative by its source and the authority's own case id.
Action
List drone sightingsList global FAA UAS (drone) sighting reports.
Action
List eventsList aviation safety occurrences with cursor pagination.
Action
List laser strikesList global FAA reported laser incident aggregates.
Action
List wildlife strikesList global FAA wildlife strike aggregates.
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
Aviation Safety Data and MalShare, answered
What can start an automation from Aviation Safety Data?
Any of Aviation Safety Data's 1 trigger in the catalog, including New event. Describe the moment in plain language and your agent picks the right one.
What can your agent do in MalShare when something happens in Aviation Safety Data?
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 Aviation Safety Data?
MalShare has no triggers in the catalog today, so automations start in Aviation Safety Data. 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 Aviation Safety Data 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.
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.