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ScanMalware.com URL Scanner

Server Details

MCP server for ScanMalware.com URL scanning, malware detection, and analysis.

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Status
Healthy
Uptime
99.7% over 58 days
Last Tested
Transport
Streamable HTTP ยท MCP 2025-11-25
URL
Repository
scanmalware/mcp-server
GitHub Stars
0
Server Listing
scanmalware-mcp

TDQS

C2.5/5.0

Scored across 128 tools

Disambiguation2/5

The tool set contains multiple duplicate pairs, such as search_js_fingerprint_by_bundler and search_jsfingerprints_by_bundler, which appear to do the same thing. Many other tools have overlapping purposes (e.g., numerous get_*_stats tools), making selection ambiguous for an agent.

Naming Consistency3/5

Names are predominantly snake_case with consistent verb prefixes (get_, search_, submit_, run_, wait_), but tokenization of 'JS fingerprint' is inconsistent (js_fingerprint vs jsfingerprints, jsfingerprint vs js_fingerprinter2). This mixed convention reduces readability.

Tool Count1/5

128 tools is far beyond the 25-tool threshold for 'too many', and the surface includes many redundant statistics and duplicate search endpoints. The count is extreme for a URL scanning service.

Completeness4/5

The surface covers scan submission, retrieval, search, reporting, and extensive analyzer results, stats, and CT/JS/TLS details. Minor gaps like a direct screenshot retrieval tool exist, but core workflows are well covered.

Available Tools

128 tools
find_js_fingerprint_similar_by_hashFind JS Fingerprint Similar By Hash
Read-onlyIdempotent
Inspect

Find JavaScript files similar to the file with this content SHA-256, above threshold (default 0.7), up to limit results; exclude_exact_matches drops identical copies. Useful for finding modified versions of a known script.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
thresholdNo
content_sha256Yes
exclude_exact_matchesNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_ai_analysisGet AI Analysis
Read-onlyIdempotent
Inspect

Get the AI analysis of one scan: classification (LEGITIMATE to CONFIRMED_SCAM), scam type, risk score, confidence, impersonated brand and the key evidence behind it. The analysis is produced a few minutes after the scan completes and returns not found until then. It can disagree with the scanner's own security verdict. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_analyzer_resultsGet Analyzer Results
Read-onlyIdempotent
Inspect

List which analysis modules ran for one scan (for example JavaScript fingerprinting and AI analysis), with each module's status, success flag and timing. Useful for checking why a result is missing. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_analyzer_statsGet Analyzer Stats
Read-onlyIdempotent
Inspect

Get platform-wide statistics for the scan analysis modules: the modules and their run counts. Describes the service, not a particular scan.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_api_rootGet API Root
Read-onlyIdempotent
Inspect

Get the ScanMalware API's name, version, status, main endpoints and feature list.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_bot_protectionGet Bot Protection
Read-onlyIdempotent
Inspect

Get the bot-protection and CAPTCHA services detected on a scanned page (for example Cloudflare Turnstile), with a detected flag. Phishing kits often use these to hide from scanners. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_capabilities_by_dateGet Capabilities By Date
Read-onlyIdempotent
Inspect

Get the size of ScanMalware's detection content (indicators, detection rules, ClamAV signatures) on a given date (scan_date, YYYY-MM-DD).

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_dateYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_clipboard_eventsGet Clipboard Events
Read-onlyIdempotent
Inspect

Get the clipboard writes the page attempted while it was scanned, with the event count and whether collection ran. Empty with an explanatory note when the page wrote nothing. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_clipboard_statsGet Clipboard Stats
Read-onlyIdempotent
Inspect

Get clipboard and pastejacking statistics across the archive: event totals, detections and daily activity.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_cpe_by_scanGet CPE By Scan
Read-onlyIdempotent
Inspect

List the CPE identifiers (product and version names in the NVD format) derived from the technologies detected on a scanned page, with their source. Useful for matching against vulnerability data. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultYes
get_cpe_statsGet CPE Stats
Read-onlyIdempotent
Inspect

Get CPE statistics across the archive: scans with CPEs, unique CPEs, total detections, top vendors and products.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_ct_certificatesGet CT Certificates
Read-onlyIdempotent
Inspect

Get the certificates issued for a domain according to Certificate Transparency logs, with a found flag.

ParametersJSON Schema
NameRequiredDescriptionDefault
domainYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_ct_dns_recordsGet CT DNS Records
Read-onlyIdempotent
Inspect

List subdomains of a domain found through Certificate Transparency, with their DNS records (type, IP addresses, TTL) and when they were seen. Useful for finding the other hosts of a domain.

ParametersJSON Schema
NameRequiredDescriptionDefault
domainYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_ct_domains_by_ipGet CT Domains By IP
Read-onlyIdempotent
Inspect

List domains that Certificate Transparency and DNS data associate with an IP address, with record counts and the total.

ParametersJSON Schema
NameRequiredDescriptionDefault
ip_addressYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_ct_similar_domainsGet CT Similar Domains
Read-onlyIdempotent
Inspect

Find domains with names similar to a domain in Certificate Transparency data (for example lookalikes and typosquats), each with a certificate count and the kind of similarity.

ParametersJSON Schema
NameRequiredDescriptionDefault
domainYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_ct_timelineGet CT Timeline
Read-onlyIdempotent
Inspect

Get the certificate history of a domain from Certificate Transparency: when certificates were issued and when the certificate changed.

ParametersJSON Schema
NameRequiredDescriptionDefault
domainYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_domain_historyGet Domain History
Read-onlyIdempotent
Inspect

Get the scan history of a domain with the total count and the scans, paginated with page and limit.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
domainYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_domain_scansGet Domain Scans
Read-onlyIdempotent
Inspect

List the recent scans of a domain and its subdomains, newest first, up to limit; status filters by scan status. Each row has matched_on: 'url' when the scan was submitted for a host under this domain, and only 'final_url' when another site redirected there. A verdict on a final_url-only row belongs to the submitted host, not to this domain.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
domainYes
statusNo

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultYes
get_domain_statsGet Domain Stats
Read-onlyIdempotent
Inspect

Get scan counts for a domain: total, unique, completed and failed scans, first and latest scan, and scans in the last 24 hours, 7 days and 30 days.

ParametersJSON Schema
NameRequiredDescriptionDefault
domainYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_faviconGet FaviconA
Read-onlyIdempotent
Inspect

Get the favicon recorded for a scan_id: its size, MD5 and SHA-256 hashes, and the image base64-encoded. found is false when no favicon is stored for the scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent, non-destructive and openWorld, so the safety profile is covered. The description adds genuinely useful behavioral context beyond that: the exact payload shape and the 'found is false when no favicon is stored' missing-data signal, which tells the agent how to interpret an empty result.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One sentence, front-loaded with the action and resource, then the return contents, then the empty-result caveat. Every clause earns its place with no padding, though a semicolon-heavy single sentence is slightly dense.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, the description needn't document return values in full, yet it still enumerates them, and it covers the empty-result case explicitly. An agent has enough to invoke correctly; only alternative-tool routing is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The only parameter is scan_id and the schema has 0% description coverage, so the schema itself says nothing. The description names the parameter and ties it to the scan scope, but adds no format, source, or validity details (e.g., where scan_id comes from, whether it must be an existing scan). Adequate but thin.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Get the favicon recorded for a scan_id') and enumerates the returned fields (size, MD5, SHA-256, base64 image), so the agent knows exactly what comes back. It does not explicitly distinguish itself from near-siblings like get_favicon_stats or search_by_favicon/search_favicon_mmh3, though 'recorded for a scan_id' implies per-scan retrieval.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No when-to-use guidance is given. The description never says to use this rather than get_favicon_stats (aggregates) or search_by_favicon / search_favicon_mmh3 (reverse lookup by hash), which are the obvious alternatives in this large sibling set. The scan-scoped nature is only implied by the parameter.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_favicon_statsGet Favicon Stats
Read-onlyIdempotent
Inspect

Get favicon statistics across the archive: total favicons, those seen in the last 24 hours and the most common hashes with sample URLs. This aggregate query can take up to 90 seconds by default.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_healthGet Health
Read-onlyIdempotent
Inspect

Check whether the ScanMalware API is up. Returns the service status.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_ids_alertsGet IDS Alerts
Read-onlyIdempotent
Inspect

Get intrusion detection (IDS) alerts raised on the network traffic recorded during one scan, with a severity breakdown and total count. Empty when no rule fired. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_ip_statsGet IP Stats
Read-onlyIdempotent
Inspect

Get statistics for an IP address across the archive: total scans, unique URLs, first and last seen, geolocation, ASN and organisation, BGP and DNS data; paginated.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
ip_addressYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_jarm_signaturesGet JARM Signatures
Read-onlyIdempotent
Inspect

Get the JARM TLS server fingerprints measured for the hosts in one scan, with whether each matches a known signature. A shared JARM often points to the same server software or hosting platform, so it is a weak pivot on its own. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_jarm_statsGet JARM Stats
Read-onlyIdempotent
Inspect

Get JARM statistics across the archive, including the most common signatures. Common signatures usually belong to large hosting platforms.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_jsfingerprintGet JS Fingerprint
Read-onlyIdempotent
Inspect

Get one JavaScript fingerprint record by its numeric fingerprint_id: the script URL, scan, hashes, metrics and ML vector information; include_functions and include_http_headers add more detail.

ParametersJSON Schema
NameRequiredDescriptionDefault
fingerprint_idYes
include_functionsNo
include_http_headersNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_jsfingerprint_bundle_statsGet JS Fingerprint Bundle Stats
Read-onlyIdempotent
Inspect

Get statistics on bundled JavaScript across the archive for a date range: share of bundled files and the breakdown by bundler (webpack, vite, rollup and so on) and module format.

ParametersJSON Schema
NameRequiredDescriptionDefault
to_dateNo
from_dateNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_jsfingerprint_hash_prevalenceGet JS Fingerprint Hash Prevalence
Read-onlyIdempotent
Inspect

For each script in one scan, report how common its hash is across the archive, which separates widely used library files from rare, page-specific code. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_jsfingerprint_library_statsGet JS Fingerprint Library Stats
Read-onlyIdempotent
Inspect

Get statistics on JavaScript library detection across the archive for a date range: total fingerprints, detection rate and the most common libraries.

ParametersJSON Schema
NameRequiredDescriptionDefault
to_dateNo
from_dateNo
min_countNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_js_fingerprintsGet JS Fingerprints
Read-onlyIdempotent
Inspect

List the JavaScript files a scanned page loaded, each with its fingerprint: hashes (SHA-256, SHA-1, MD5, normalized and fuzzy), size metrics, detected library and bundler. The include_* options add function lists, HTTP headers or ML vector details. Useful for collecting script hashes to search for elsewhere. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes
include_functionsNo
include_http_headersNo
include_vectors_infoNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_jsfingerprint_similarGet JS Fingerprint Similar
Read-onlyIdempotent
Inspect

Find JavaScript files whose fingerprint is similar to the one with this fingerprint_id, above threshold (0 to 1), paginated with limit and offset. exclude_same_scan drops matches from the same scan. Useful for finding variants of one script.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
thresholdNo
fingerprint_idYes
exclude_same_scanNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_jsfingerprint_similarity_countsGet JS Fingerprint Similarity Counts
Read-onlyIdempotent
Inspect

Count how many archived JavaScript files are similar to the one with this fingerprint_id, per similarity model (composite, CodeBERT, GraphCodeBERT, AST and handcrafted features), capped at max_count. This query can take up to 90 seconds by default.

ParametersJSON Schema
NameRequiredDescriptionDefault
max_countNo
thresholdNo
fingerprint_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_jsfingerprint_sourceGet JS Fingerprint Source
Read-onlyIdempotent
Inspect

Get the stored source code of one JavaScript file by its numeric fingerprint_id, with its SHA-256, URL and length. Source can be long.

ParametersJSON Schema
NameRequiredDescriptionDefault
fingerprint_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_js_library_inventoryGet JS Library Inventory
Read-onlyIdempotent
Inspect

List the JavaScript libraries and versions detected across the archive, with how many scans used each; library filters to one library and min_count drops rare versions. Identifiers are lowercase names such as 'react', 'jquery' or 'nextjs'.

ParametersJSON Schema
NameRequiredDescriptionDefault
libraryNo
min_countNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_js_runtime_behaviourGet Runtime JS Behaviour
Read-onlyIdempotent
Inspect

Get the runtime JavaScript behaviour recorded for one scan: overall risk, risk scores, number of scripts, eval and Function-constructor calls and high-risk events, with a behavioural signature and composite hash. include_detailed_events adds the individual events. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes
include_detailed_eventsNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_js_runtime_coverageGet Runtime JS Analysis Coverage
Read-onlyIdempotent
Inspect

Get how many scans have runtime JavaScript fingerprints: coverage percentage and the number of unique composite hashes and signatures. Describes the service, not a scan.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_js_runtime_healthCheck Runtime JS Analysis Health
Read-onlyIdempotent
Inspect

Check whether the runtime JavaScript analysis service is up, with its version.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_js_runtime_statsGet Runtime JS Behaviour Stats
Read-onlyIdempotent
Inspect

Get platform-wide statistics for runtime JavaScript analysis: risk distribution, averages and totals of eval calls and high-risk events. Describes the service, not a scan.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_js_segments_by_scanGet JS Segments By Scan
Read-onlyIdempotent
Inspect

List the code segments (functions and blocks) extracted from one scan's JavaScript, each with location, length, snippet and hashes; script_url narrows to one file, paginated with limit and offset. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
scan_idYes
script_urlNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_js_segments_suspiciousGet JS Segments Suspicious
Read-onlyIdempotent
Inspect

List the JavaScript code segments from one scan scored as suspicious, above min_risk_score, with location, snippet and risk details; paginated with limit and offset. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
scan_idYes
min_risk_scoreNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_js_segments_unknownGet JS Segments Unknown
Read-onlyIdempotent
Inspect

List the JavaScript code segments from one scan that match no known library, at least min_code_length long; these are usually the page's own or a kit's code. Paginated with limit and offset. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
scan_idYes
min_code_lengthNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_latest_capabilitiesGet Latest Capabilities
Read-onlyIdempotent
Inspect

Get the current size of ScanMalware's detection content: indicator count, malware detection rules and ClamAV signatures.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_malware_by_scanGet Malware By Scan
Read-onlyIdempotent
Inspect

Get the malware detections for files the scanned page delivered, with threat names, detection counts and the detection source. Empty when nothing was detected. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_malware_statsGet Malware Stats
Read-onlyIdempotent
Inspect

Get malware detection statistics across the archive: overall and last-24-hour counts, top threats and hourly trend.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_netlogGet Network Log Info
Read-onlyIdempotent
Inspect

Describe the network log (Chrome NetLog) for a scan_id: whether one exists, its size, and its encoding. The log itself is not returned - these are routinely tens of megabytes gzipped.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_ocr_by_scanGet OCR By Scan
Read-onlyIdempotent
Inspect

Get the text read by OCR from the scan's screenshot, with language, confidence, word and character counts and any regions flagged as suspicious. Useful when page text is drawn as images. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_ocr_statsGet OCR Stats
Read-onlyIdempotent
Inspect

Get OCR statistics across the archive: scans with OCR text, average confidence and length, language distribution and daily counts.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_open_graphGet Open Graph
Read-onlyIdempotent
Inspect

Get the Open Graph and Twitter card metadata the scanned page declared (title, description, image, site name). Phishing pages often copy a brand's metadata. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_pastejackingGet Pastejacking
Read-onlyIdempotent
Inspect

Get pastejacking findings for one scan: attempts by the page to replace what a visitor copies, a common trick for making victims paste malicious commands. Includes a detected flag and a note. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_pcap_metadataGet PCAP Metadata
Read-onlyIdempotent
Inspect

Describe the packet capture (PCAP) recorded during one scan: whether it exists, its size, compression and content type. The capture itself is not returned. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_platform_statsGet Platform Stats
Read-onlyIdempotent
Inspect

Get the current scan queue length, running scans and scans completed in the last 24 hours by visibility.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_rdapGet RDAP
Read-onlyIdempotent
Inspect

Get registration data (RDAP) for the scanned domain and its IP addresses: registrar, registration and expiry dates, domain age, nameservers and status. A very young domain is a common phishing signal. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_recent_scansGet Recent Scans
Read-onlyIdempotent
Inspect

List the most recent public scans, newest first (paginated with page and limit). Each row has the scan ID, URL, status, visibility and submission time. Unlisted and private scans are never included.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_recent_threatsGet Recent Threats
Read-onlyIdempotent
Inspect

List malware threats detected in scans during the last hours (default window set by the API), with totals and grouping by threat.

ParametersJSON Schema
NameRequiredDescriptionDefault
hoursNo
limitNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_recent_yara_threatsGet Recent YARA Threats
Read-onlyIdempotent
Inspect

List YARA rule matches from scans in the last hours, each with the scan, URL, rule, category, severity and confidence.

ParametersJSON Schema
NameRequiredDescriptionDefault
hoursNo
limitNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_safe_browsingGet Safe Browsing
Read-onlyIdempotent
Inspect

Get Google Safe Browsing threats found for the URLs in one scan, with a has_threats flag. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_safe_browsing_statsGet Safe Browsing Stats
Read-onlyIdempotent
Inspect

Get Google Safe Browsing statistics across the archive: total threats, threats in the last 7 days, scans with threats and threat types.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_scan_iocGet Scan IOC
Read-onlyIdempotent
Inspect

Check one scan against threat-intelligence indicator feeds: matching IP addresses and domains the page contacted, the threat types, and a summary of total and unique matches. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_scan_progressGet Scan Progress
Read-onlyIdempotent
Inspect

Get the progress of a running scan: current step, total steps, step name, percentage and status. Useful for checking whether a scan has finished before reading its results. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_scan_reportsGet Scan Reports
Read-onlyIdempotent
Inspect

List the user reports and votes filed about one scan (for example marked safe or malicious), with the total count; report_type filters by kind. Empty when nobody has reported the scan. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes
report_typeNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_scan_resultGet Scan Result
Read-onlyIdempotent
Inspect

Get the full result document of one scan: URLs and redirects, page title, load times, links, network requests, IP addresses, JavaScript files, TLS, fuzzy hashes, screenshot hashes, favicon and the security verdict. The response is large; the compact summary is enough for a verdict. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_scan_summaryGet Scan Summary
Read-onlyIdempotent
Inspect

Get a compact summary of one scan: submitted URL, final URL after redirects, status, completion time and the security verdict (verdict text, risk level, confidence and risk factors). Useful as the first look at a scan; the verdict is empty for a few seconds after a scan completes. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_screenshot_statsGet Screenshot Stats
Read-onlyIdempotent
Inspect

Get screenshot statistics across the archive: total screenshots, hash coverage and the distribution of perceptual hash types.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_technologies_by_scanGet Technologies By Scan
Read-onlyIdempotent
Inspect

List the web technologies detected on a scanned page (frameworks, CMS, CDN, analytics and so on), with versions where known. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_technology_combinationsGet Technology Combinations
Read-onlyIdempotent
Inspect

List the technologies most often detected together with a given technology, with counts; min_occurrences drops rare pairs; paginated.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
tech_nameYes
min_occurrencesNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_technology_statsGet Technology Stats
Read-onlyIdempotent
Inspect

Get technology detection statistics across the archive: unique technologies, total detections and counts per category. This aggregate query can take up to 90 seconds by default.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_tls_asn1Get TLS ASN1
Read-onlyIdempotent
Inspect

Get the raw ASN.1 structure of the TLS certificate from one scan, for detailed certificate inspection. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_tls_detailsGet TLS Details
Read-onlyIdempotent
Inspect

Get the TLS certificate the scanned site presented: subject, issuer, validity dates, whether it was valid or expired, and related details. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_top_tracking_keysGet Top Tracking Keys
Read-onlyIdempotent
Inspect

List the tracking and site keys seen on the most sites (analytics IDs, CAPTCHA keys and so on), with the tracker name, category and site count; tracker_type filters by kind.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
tracker_typeNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_yara_by_scanGet YARA By Scan
Read-onlyIdempotent
Inspect

Get YARA rule matches for one scan, with a summary by severity (critical, high, medium, low) and category. Empty when no rule matched. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_yara_matchesGet YARA Matches
Read-onlyIdempotent
Inspect

Get the YARA rule matches recorded for one scan, with the matching rules and a summary by severity and category. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_yara_statsGet YARA Stats
Read-onlyIdempotent
Inspect

Get YARA statistics across the archive: overall and last-24-hour matches, severity and category distribution and top threats.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

run_js_differential_analysisRun JS Differential Analysis
Read-onlyIdempotent
Inspect

Compare the JavaScript of one scan against known libraries and report which code segments match a library, which are unknown and which look suspicious, with a per-library breakdown. Matches below min_confidence (default 0.8) are not counted; known library code is excluded unless include_known_libraries is true. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes
min_confidenceNo
include_known_librariesNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_ai_classificationSearch AI Classification
Read-onlyIdempotent
Inspect

List scans whose AI analysis gave a specific classification: LEGITIMATE, LOW_RISK, MODERATE_RISK, HIGH_RISK or CONFIRMED_SCAM. Each result has the URL, title, submission time and the analysis.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
classificationYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_ai_high_riskSearch AI High Risk
Read-onlyIdempotent
Inspect

List scans that the AI analysis rated high risk, optionally above min_risk_score and min_confidence, each with URL, title and the analysis. min_risk_score is on the AI's 0-10 risk scale (default 7) and min_confidence is a 0-100 percentage (default 70).

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
min_confidenceNo
min_risk_scoreNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_ai_scam_typeSearch AI Scam Type
Read-onlyIdempotent
Inspect

List scans whose AI analysis named a given scam type, such as 'Phishing', each with URL, title, submission time and the analysis (verdict, classification, risk score). The match is on the scam type text the analysis produced.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
scam_typeYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_analyzer_high_riskSearch Analyzer High Risk
Read-onlyIdempotent
Inspect

List scans that the security analyzer scored as high risk, highest first (paginated), each with URL, risk score, verdict, confidence and analysis time. min_risk_score raises the threshold.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
min_risk_scoreNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_by_asnSearch By ASN
Read-onlyIdempotent
Inspect

Get what the archive knows about an autonomous system (ASN number, without 'AS'): organisation, total scans, unique URLs, first and last seen and BGP prefixes; paginated.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
asn_numberYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_by_faviconSearch By FaviconB
Read-onlyIdempotent
Inspect

Search scans by favicon hash (paginated): a mmh3 hash by default, or the favicon's MD5 with hash_type='md5'.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
hash_typeNommh3
hash_valueYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

B3.3/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, openWorldHint and destructiveHint=false, so safety and idempotency are covered structurally. The description adds the pagination behavior, which is genuine extra context, but says nothing about result ordering, match thresholds, or empty-result behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single sentence that front-loads the action and resource and packs the default/override hash-type rule into a trailing clause. No filler, nothing to trim.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists so return values need no explanation, and annotations cover the safety profile. What remains thin is parameter coverage: page/limit are undocumented and hash_value's expected encoding is unstated, which matters for a search tool where a malformed hash silently yields no results.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0%, so the description must compensate, and it does cover two of four parameters: hash_value (the favicon hash to match) and hash_type (mmh3 default vs. MD5). It does not explain page/limit semantics beyond the word 'paginated', nor the expected format of hash_value.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Search scans by favicon hash') plus the two supported hash algorithms, so the agent knows exactly what is being queried. However, it never distinguishes itself from the near-duplicate sibling 'search_favicon_mmh3' or from 'get_favicon', which is a real ambiguity given the sibling list.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explains the mechanism but gives no when-to-use guidance, no exclusions, and no routing to alternatives such as search_favicon_mmh3 (which appears to cover the same mmh3 case). The agent must infer the selection context entirely.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

search_by_fuzzy_hashSearch By Fuzzy Hash
Read-onlyIdempotent
Inspect

List scans whose page content has a similar fuzzy hash (hash_type tlsh, ssdeep or sdhash; the value comes from a scan result), each with URL, title and time; paginated. Useful for finding near-identical copies of a page.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
hash_typeYes
hash_valueYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_by_ipSearch By IP
Read-onlyIdempotent
Inspect

List scans of pages served from an IP address (paginated), each with scan ID, URL and time. On shared hosting and CDNs an IP serves many unrelated sites, so a match is not evidence of a connection.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
ip_addressYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_by_jarmSearch By JARM
Read-onlyIdempotent
Inspect

List scans whose server presented this JARM TLS fingerprint (paginated). Large hosting platforms share JARMs across many unrelated sites, so check what the matches have in common.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
jarm_signatureYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_by_nameserverSearch By Nameserver
Read-onlyIdempotent
Inspect

List the scanned domains that use a given nameserver, with totals and counts per top-level domain. Useful for finding domains registered together.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameserverYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_by_registrarSearch By Registrar
Read-onlyIdempotent
Inspect

List scans of domains registered through a given registrar (paginated), with the total. Common registrars match very many domains.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
registrar_nameYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_by_screenshot_hashSearch By Screenshot Hash
Read-onlyIdempotent
Inspect

List scans whose screenshot has this perceptual hash (hash_type ahash, phash, dhash, whash, color_hash or crop_resistant), optionally within similarity_threshold, each with URL, title and time; paginated. Useful for finding pages that look the same.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
hash_typeYes
hash_valueYes
similarity_thresholdNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_cpeSearch CPE
Read-onlyIdempotent
Inspect

Find scans with a CPE identifier matching a pattern such as 'cpe:2.3:a:facebook:react' (paginated). Useful for finding sites running a given product.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
cpe_patternYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_favicon_mmh3Search Favicon MMH3
Read-onlyIdempotent
Inspect

List scans whose favicon has this mmh3 hash (the same convention as Shodan's http.favicon.hash), each with the page URL, title and favicon details; paginated. Phishing kits often reuse one favicon across many hosts.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
mmh3_hashYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_fingerprint_by_bundlerSearch JS Fingerprint By Bundler
Read-onlyIdempotent
Inspect

Find JavaScript bundles built with a given bundler (webpack, vite, rollup, esbuild and so on), optionally by bundle format and detection confidence, with totals, format breakdown and average size; paginated with page and per_page.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
per_pageNo
bundler_typeYes
bundle_formatNo
min_confidenceNo
include_librariesNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_fingerprint_by_cdnSearch JS Fingerprint By CDN
Read-onlyIdempotent
Inspect

Find JavaScript served from a given CDN (for example 'cloudflare' or 'jsdelivr'), with totals, the top serving domains and cache status; unpinned_only keeps scripts loaded without a fixed version.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
cdn_typeYes
unpinned_onlyNo
cdn_cache_statusNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_fingerprint_by_fuzzy_hashSearch JS Fingerprint By Fuzzy Hash
Read-onlyIdempotent
Inspect

Find JavaScript files whose fuzzy hash is close to this one, above min_similarity, up to limit results. Fuzzy hashes match files that differ in small parts, such as a kit with a changed configuration.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
fuzzy_hashYes
min_similarityNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_fingerprint_by_librarySearch JS Fingerprint By Library
Read-onlyIdempotent
Inspect

Find scanned JavaScript detected as a given library (for example 'react', 'jquery' or 'nextjs'; 'Next.js' is accepted for 'nextjs'), optionally one version or a version pattern, with a version breakdown and CDN distribution; paginated with page and per_page.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
versionNo
per_pageNo
library_nameYes
min_confidenceNo
version_patternNo
include_cdn_onlyNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_fingerprint_by_library_versionSearch JS Fingerprint By Library Version
Read-onlyIdempotent
Inspect

Find scanned JavaScript detected as one exact library version, with the total and the matching scripts; include_deprecated and group_by_url adjust the results. Useful for finding sites running a vulnerable version.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
libraryYes
versionYes
group_by_urlNo
include_deprecatedNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_fingerprint_by_md5Search JS Fingerprint By MD5
Read-onlyIdempotent
Inspect

Look up a JavaScript file by MD5 across the archive and report its prevalence: total matches, unique scans, first and last seen, a prevalence label and the matching scripts; include_scans adds the scans, from_date and to_date limit the period.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
to_dateNo
from_dateNo
hash_valueYes
include_scansNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_fingerprint_by_normalized_hashSearch JS Fingerprint By Normalized Hash
Read-onlyIdempotent
Inspect

Look up JavaScript by normalized hash (computed after whitespace and formatting are removed, so reformatted copies still match) and report prevalence: total matches, unique scans, first and last seen and the matching scripts.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
to_dateNo
from_dateNo
hash_valueYes
include_scansNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_fingerprint_by_serverSearch JS Fingerprint By Server
Read-onlyIdempotent
Inspect

Find JavaScript by the type of web server that served it (for example 'nginx' or 'microsoft'), with the matching scripts; include_headers adds the HTTP headers. The total can be a lower bound.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
server_typeYes
include_headersNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_fingerprint_by_sha1Search JS Fingerprint By SHA1
Read-onlyIdempotent
Inspect

Look up a JavaScript file by SHA-1 across the archive and report its prevalence: total matches, unique scans, first and last seen, a prevalence label and the matching scripts; include_scans adds the scans, from_date and to_date limit the period.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
to_dateNo
from_dateNo
hash_valueYes
include_scansNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_fingerprint_by_sha256Search JS Fingerprint By SHA256
Read-onlyIdempotent
Inspect

Look up a JavaScript file by SHA-256 across the archive and report its prevalence: total matches, unique scans, first and last seen, a prevalence label and the matching scripts; include_scans adds the scans, from_date and to_date limit the period. A rare hash shared by several phishing pages usually means one kit.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
to_dateNo
from_dateNo
hash_valueYes
include_scansNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_fingerprint_obfuscatedSearch JS Fingerprint Obfuscated
Read-onlyIdempotent
Inspect

List scanned JavaScript scored as obfuscated, filtered by score range, classification and minimum code length; exclude_libraries drops known library code. min_score and max_score are obfuscation scores from 0 to 1 (defaults 0.7 and 1.0). Paginated with page and per_page.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
per_pageNo
max_scoreNo
min_scoreNo
classificationNo
min_code_lengthNo
exclude_librariesNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_fingerprint_patternsSearch JS Fingerprint Patterns
Read-onlyIdempotent
Inspect

List scanned JavaScript files that match code-pattern filters: has_eval, has_crypto, high_entropy, no_library and cdn_mismatch, where false selects files without the pattern and filters can be combined. With no filter given, has_eval=true is applied. Each result has the fingerprint ID, scan, script URL, code length, obfuscation score and the patterns detected.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
has_evalNo
has_cryptoNo
no_libraryNo
cdn_mismatchNo
high_entropyNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_jsfingerprints_by_bundlerSearch JS Fingerprints By Bundler
Read-onlyIdempotent
Inspect

Paginated list (limit and offset) of archived script fingerprints built with a given bundler, each with scan, page URL and script URL.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
bundlerYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_jsfingerprints_by_fuzzy_hashSearch JS Fingerprints By Fuzzy Hash
Read-onlyIdempotent
Inspect

Paginated list (limit and offset) of archived script fingerprints whose fuzzy hash matches this value, each with scan, page URL and script URL. An empty list means no close match.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
fuzzy_hashYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_jsfingerprints_by_librarySearch JS Fingerprints By Library
Read-onlyIdempotent
Inspect

Paginated list (limit and offset) of archived script fingerprints detected as a given library, each with scan, page URL, script URL and version.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
libraryYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_jsfingerprints_by_library_versionSearch JS Fingerprints By Library Version
Read-onlyIdempotent
Inspect

Paginated list (limit and offset) of archived script fingerprints detected as one library version, each with scan, page URL and script URL.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
libraryYes
versionYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_jsfingerprints_by_md5Search JS Fingerprints By MD5
Read-onlyIdempotent
Inspect

Paginated list (limit and offset) of archived script fingerprints with this MD5, each with scan, page URL, scan time, script URL and hashes.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
hash_valueYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_jsfingerprints_by_normalized_hashSearch JS Fingerprints By Normalized Hash
Read-onlyIdempotent
Inspect

Paginated list (limit and offset) of archived script fingerprints with this normalized hash (formatting-independent), each with scan, page URL and script URL.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
hash_valueYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_jsfingerprints_by_sha1Search JS Fingerprints By SHA1
Read-onlyIdempotent
Inspect

Paginated list (limit and offset) of archived script fingerprints with this SHA-1, each with scan, page URL, scan time, script URL and hashes.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
hash_valueYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_jsfingerprints_by_sha256Search JS Fingerprints By SHA256
Read-onlyIdempotent
Inspect

Paginated list (limit and offset) of archived script fingerprints with this SHA-256, each with scan, page URL, scan time, script URL and hashes.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
hash_valueYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_malware_familiesSearch JS Malware Families
Read-onlyIdempotent
Inspect

List groups of scans whose runtime JavaScript behaves alike (possible malware families), with clusters of at least min_cluster_size scans (default 2) at similarity_threshold or above (0 to 1, default 0.95). When the service has clustering switched off, status is 'disabled' and no families are returned.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
min_cluster_sizeNo
similarity_thresholdNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_obfuscationSearch JS Obfuscation
Read-onlyIdempotent
Inspect

List scans by the obfuscation signals their runtime JavaScript showed, newest analysis first: overall risk, maximum and average risk score, eval and Function constructor calls and high-risk events. Optional filters are risk_level (such as 'high' or 'critical'), min_risk_score (0-100) and has_eval; with none, the most recently analysed scans are listed.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
has_evalNo
risk_levelNo
min_risk_scoreNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_runtime_by_composite_hashSearch Runtime JS Behaviour by Composite Hash
Read-onlyIdempotent
Inspect

Find scans whose runtime JavaScript behaviour has this composite hash, each with the target URL, overall risk and time. The same composite hash across hosts usually means the same kit.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
composite_hashYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_runtime_by_signatureSearch Runtime JS Behaviour by Signature
Read-onlyIdempotent
Inspect

Find scans with this behavioural signature (for example 'setTimeout:30|fetch:4|complex'), each with the target URL, overall risk and time. An uncached query can take up to 90 seconds by default.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
signatureYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_runtime_similarFind Similar Runtime JS Behaviour
Read-onlyIdempotent
Inspect

Find scans whose runtime JavaScript behaviour is similar to this scan's, above min_similarity; include_self keeps the scan itself. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
scan_idYes
include_selfNo
min_similarityNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_segments_by_hashSearch JS Segments By Hash
Read-onlyIdempotent
Inspect

Find code segments with this exact code hash across the archive, with the scans and scripts they appear in; paginated with limit and offset.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
code_hashYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_js_segments_by_normalized_hashSearch JS Segments By Normalized Hash
Read-onlyIdempotent
Inspect

Find code segments with this normalized hash (formatting-independent) across the archive, with the scans and scripts they appear in; paginated with limit and offset.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
normalized_hashYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_ocrSearch OCRB
Read-onlyIdempotent
Inspect

Search OCR text (paginated). q must contain at least 3 characters after trimming. This query can take up to 90 seconds by default.

ParametersJSON Schema
NameRequiredDescriptionDefault
qYes
pageNo
limitNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

B3.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint=false, so the safety profile is covered. The description adds genuinely new behavioral context: the minimum query length and the up-to-90-second latency warning, which materially affects how an agent should call it.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three short sentences with no filler; the resource, the input constraint, and the latency caveat are all front-loaded and each earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be described, and the query and latency constraints are covered. However, for a paginated search tool with 0% schema coverage, the pagination parameters (page, limit) remain completely undocumented, which is a real gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description must carry parameter meaning. It documents only q (minimum 3 characters after trimming) and says nothing about page or limit semantics, defaults, or bounds, leaving two of three parameters unexplained in both places.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource: search OCR text, with pagination noted. It's clear what the tool does, but it never distinguishes itself from adjacent siblings like get_ocr_by_scan, search_ocr_pattern, or get_ocr_stats, so an agent must infer the boundary.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance and no mention of alternatives. The only constraint given ('q must contain at least 3 characters') is an input validation rule, not selection guidance against search_ocr_pattern or get_ocr_by_scan.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

search_ocr_patternSearch OCR Pattern
Read-onlyIdempotent
Inspect

Search the text read by OCR from scan screenshots for a pattern (paginated); case_sensitive controls matching. Useful for finding pages that show the same lure text as an image.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
patternYes
case_sensitiveNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_scansSearch Scans
Read-onlyIdempotent
Inspect

Search the archive of public scans by text in the URL, domain or page title (paginated); q needs at least 3 characters and search_type narrows the match (default 'all'). Each result has the scan ID, URL, status, title, submission time and hosting ASN.

ParametersJSON Schema
NameRequiredDescriptionDefault
qYes
pageNo
limitNo
search_typeNoall

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_semanticSearch Semantic
Read-onlyIdempotent
Inspect

Search scans by meaning rather than exact words, comparing the query with scanned page content (for example 'bank login page asking for card details'). threshold (default 0.7) is the minimum similarity; an empty result means nothing was similar enough.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
queryYes
thresholdNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_similar_scansSearch Similar Scans
Read-onlyIdempotent
Inspect

Find scans that look like this one by screenshot similarity, favicon or fuzzy page hash (methods, default screenshot), each with URL, final URL, title and what it matched by; paginated. Useful for finding copies of a phishing page on other hosts. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
methodsNo
scan_idYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_similar_screenshotsSearch Similar Screenshots
Read-onlyIdempotent
Inspect

Find screenshots within max_distance (Hamming distance, default 3) of an integer perceptual hash (hash_type, default phash), each with scan, URL, title, distance and similarity score.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
hash_typeNophash
hash_valueYes
max_distanceNo

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultYes
search_suspicious_clipboardSearch Suspicious Clipboard
Read-onlyIdempotent
Inspect

List scans where the page wrote suspicious content to the clipboard (for example PowerShell commands), each with URL, event count, reason and time; pattern filters the content; paginated.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
patternNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_technologiesSearch Technologies
Read-onlyIdempotent
Inspect

Search the web technologies detected across the archive by name (q) or category, each with how many scans used it and when it was last seen; paginated.

ParametersJSON Schema
NameRequiredDescriptionDefault
qNo
pageNo
limitNo
categoryNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

search_tracking_keySearch Tracking Key
Read-onlyIdempotent
Inspect

Find scans that embed a given tracking or site key, such as an analytics ID or a CAPTCHA site key (tracker_type and key), sorted latest or oldest; paginated. A shared key often ties sites to one operator.

ParametersJSON Schema
NameRequiredDescriptionDefault
keyYes
pageNo
sortNo
limitNo
tracker_typeYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

submit_scanSubmit ScanAInspect

Submit a URL to ScanMalware to be rendered and analysed in a sandboxed browser; returns the new scan_id. scan_type is required and sets who can see the result: 'public' lists the URL and its results in the public feed, visible to anyone and to search engines; 'unlisted' keeps the scan out of public listings, but anyone with its link can open it; 'private' limits the result to the ScanMalware account of this server's SCANMALWARE_BEARER_TOKEN and is rejected when no token is configured. Wraps POST /api/v1/scan of the ScanMalware API, documented at https://scanmalware.com/api-docs.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlYes
optionsNo
scan_typeYes
user_agentNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.1/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly=false, openWorld=true, idempotent=false, destructive=false. The description adds genuinely new context: visibility semantics per scan_type, the SCANMALWARE_BEARER_TOKEN auth dependency, and the underlying POST /api/v1/scan endpoint. It omits rate limits or duplicate-submission behavior, so not a 5.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loads the core action and the return value before the scan_type detail, and the trailing API-reference sentence is short and useful. The middle sentence is dense but every clause carries new information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return-value explanation is unnecessary, and the description correctly stops at naming scan_id. Combined with the scan_type semantics and auth note, an agent has enough to invoke correctly; only the undocumented 'options' and 'user_agent' parameters leave a residual gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0% across 4 parameters, so the description must compensate. It fully covers scan_type (all three enum values with implications) and implies url, but says nothing about 'options' or 'user_agent', leaving half the parameters undocumented in both places.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Submit a URL... to be rendered and analysed in a sandboxed browser') and names the returned artifact ('returns the new scan_id'). This clearly distinguishes it from the entire read-oriented sibling set (get_*/search_*), which consume scans rather than create them.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly explains the scan_type choice space and the consequences of each value, including a when-not condition ('private' is rejected when no token is configured). It does not, however, route the agent to follow-up siblings such as wait_for_scan or get_scan_result, so the workflow context is only implied.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

submit_scan_reportSubmit Scan ReportAInspect

Vote on a scan, as the Mark as Safe and Mark as Malicious buttons on its result page do: report_type 'positive_feedback' marks the scanned page as safe and 'malware' marks it as malicious. report_details is an optional note of up to 1000 characters. Votes are recorded as crowd feedback on the scan and are rate-limited per client IP. The website's other report types (phishing, spam, copyright and so on) need a captcha and are not available here.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes
report_typeYes
report_detailsNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations declare the mutation profile (readOnlyHint=false, idempotentHint=false, destructiveHint=false), so safety is partly covered. The description adds genuinely new context: votes are recorded as crowd feedback and are rate-limited per client IP, and note length is capped at 1000 characters.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, all front-loaded: purpose first, then the enum semantics, then constraints and exclusions. No filler and nothing repeated from the schema or annotations.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return values need not be explained, and the description covers the actionable constraints (enum meaning, note limit, rate limit, excluded report types). Only scan_id's expected format and any success/failure behavior are left unaddressed.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description must compensate, and it does for the two non-obvious parameters: it defines what each report_type enum value means and states that report_details is optional with a 1000-character limit. scan_id is left implicit but is self-evident from context.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource ('Vote on a scan') and anchors it to the concrete UI actions 'Mark as Safe'/'Mark as Malicious', then maps each enum value to its semantic effect. An agent can distinguish this from sibling tools like submit_scan or get_scan_reports without opening either schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explains the context in which this tool applies (crowd feedback voting on an existing scan) and explicitly excludes the other report types ('phishing, spam, copyright ... are not available here'), which is a useful when-not. It stops short of naming an alternative tool for those excluded cases.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

wait_for_scanWait For Scan
Read-onlyIdempotent
Inspect

Wait for a submitted scan to finish by polling its status every poll_interval_s seconds, up to timeout_s seconds (default 180). Returns the final compact summary (URL, final URL, status, completion time and the security verdict), or the last known status with timeout set to true if the scan is still running. The security verdict is computed after the scan completes, usually within about a minute: until then verdict_pending is true and the verdict fields are empty, so a risk score of 0 is not yet a verdict. scan_id is the UUID of a ScanMalware scan.

ParametersJSON Schema
NameRequiredDescriptionDefault
scan_idYes
timeout_sNo
poll_interval_sNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 15 tool updates
    • Removedget_js_fingerprinter2
    • Removedget_js_fingerprinter2_coverage
    • Removedget_js_fingerprinter2_health
    • Removedget_js_fingerprinter2_stats
    • Addedget_js_runtime_behaviour
    • Addedget_js_runtime_coverage
    • Addedget_js_runtime_health
    • Addedget_js_runtime_stats
    • Changedsearch_js_fingerprint_patterns1 field changed
      • removedInput schema / properties / has_websocket
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "type": "boolean"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "title": "Has Websocket"
        -}
    • Removedsearch_js_fingerprinter2_composite_hash
    • Removedsearch_js_fingerprinter2_signature
    • Removedsearch_js_fingerprinter2_similar
    • Addedsearch_js_runtime_by_composite_hash
    • Addedsearch_js_runtime_by_signature
    • Addedsearch_js_runtime_similar
  2. 2 tool updates
    • Changedsubmit_scan2 fields changed
      • removedInput schema / properties / scan_type / default
        Removed value: -"public"
      • changedInput schema / required
        Previous value: -[
        -  "url"
        -]New value: +[
        +  "url",
        +  "scan_type"
        +]
    • Changedsubmit_scan_report7 fields changed
      • removedInput schema / properties / captcha_answer
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "type": "string"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "title": "Captcha Answer"
        -}
      • removedInput schema / properties / captcha_token
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "type": "string"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "title": "Captcha Token"
        -}
      • addedInput schema / properties / report_type / enum
        Added value: +[
        +  "positive_feedback",
        +  "malware"
        +]
      • removedInput schema / properties / skip_captcha
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "type": "boolean"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "title": "Skip Captcha"
        -}
      • removedInput schema / properties / user_agent
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "type": "string"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "title": "User Agent"
        -}
      • removedInput schema / properties / x_forwarded_for
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "type": "string"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "title": "X Forwarded For"
        -}
      • removedInput schema / properties / x_real_ip
        Removed value: -{
        -  "anyOf": [
        -    {
        -      "type": "string"
        -    },
        -    {
        -      "type": "null"
        -    }
        -  ],
        -  "default": null,
        -  "title": "X Real Ip"
        -}
  3. 1 tool update
    • Changedsubmit_scan1 field changed
      • addedInput schema / properties / scan_type / enum
        Added value: +[
        +  "public",
        +  "unlisted",
        +  "private"
        +]
  4. 5 tool updates
    • Changedsearch_ai_classification1 field changed
      • addedInput schema / properties / classification / enum
        Added value: +[
        +  "LEGITIMATE",
        +  "LOW_RISK",
        +  "MODERATE_RISK",
        +  "HIGH_RISK",
        +  "CONFIRMED_SCAM"
        +]
    • Changedsearch_by_favicon1 field changed
      • addedInput schema / properties / hash_type / enum
        Added value: +[
        +  "mmh3",
        +  "md5"
        +]
    • Changedsearch_by_fuzzy_hash1 field changed
      • addedInput schema / properties / hash_type / enum
        Added value: +[
        +  "tlsh",
        +  "ssdeep",
        +  "sdhash"
        +]
    • Changedsearch_by_screenshot_hash1 field changed
      • addedInput schema / properties / hash_type / enum
        Added value: +[
        +  "ahash",
        +  "phash",
        +  "dhash",
        +  "whash",
        +  "color_hash",
        +  "crop_resistant"
        +]
    • Changedsearch_tracking_key1 field changed
      • changedInput schema / properties / sort / anyOf
        Previous value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]New value: +[
        +  {
        +    "enum": [
        +      "latest",
        +      "oldest"
        +    ],
        +    "type": "string"
        +  },
        +  {
        +    "type": "null"
        +  }
        +]
  5. 128 tool updates
    • First observedfind_js_fingerprint_similar_by_hash
    • First observedget_ai_analysis
    • First observedget_analyzer_results
    • First observedget_analyzer_stats
    • First observedget_api_root
    • First observedget_bot_protection
    • First observedget_capabilities_by_date
    • First observedget_clipboard_events
    • First observedget_clipboard_stats
    • First observedget_cpe_by_scan
    • First observedget_cpe_stats
    • First observedget_ct_certificates
    • First observedget_ct_dns_records
    • First observedget_ct_domains_by_ip
    • First observedget_ct_similar_domains
    • First observedget_ct_timeline
    • First observedget_domain_history
    • First observedget_domain_scans
    • First observedget_domain_stats
    • First observedget_favicon
    • First observedget_favicon_stats
    • First observedget_health
    • First observedget_ids_alerts
    • First observedget_ip_stats
    • First observedget_jarm_signatures
    • First observedget_jarm_stats
    • First observedget_js_fingerprinter2
    • First observedget_js_fingerprinter2_coverage
    • First observedget_js_fingerprinter2_health
    • First observedget_js_fingerprinter2_stats
    • First observedget_js_fingerprints
    • First observedget_js_library_inventory
    • First observedget_js_segments_by_scan
    • First observedget_js_segments_suspicious
    • First observedget_js_segments_unknown
    • First observedget_jsfingerprint
    • First observedget_jsfingerprint_bundle_stats
    • First observedget_jsfingerprint_hash_prevalence
    • First observedget_jsfingerprint_library_stats
    • First observedget_jsfingerprint_similar
    • First observedget_jsfingerprint_similarity_counts
    • First observedget_jsfingerprint_source
    • First observedget_latest_capabilities
    • First observedget_malware_by_scan
    • First observedget_malware_stats
    • First observedget_netlog
    • First observedget_ocr_by_scan
    • First observedget_ocr_stats
    • First observedget_open_graph
    • First observedget_pastejacking
    • First observedget_pcap_metadata
    • First observedget_platform_stats
    • First observedget_popular_technologies
    • First observedget_rdap
    • First observedget_recent_scans
    • First observedget_recent_threats
    • First observedget_recent_yara_threats
    • First observedget_safe_browsing
    • First observedget_safe_browsing_stats
    • First observedget_scan_ioc
    • First observedget_scan_progress
    • First observedget_scan_reports
    • First observedget_scan_result
    • First observedget_scan_summary
    • First observedget_screenshot_stats
    • First observedget_technologies_by_scan
    • First observedget_technology_combinations
    • First observedget_technology_stats
    • First observedget_tls_asn1
    • First observedget_tls_details
    • First observedget_top_tracking_keys
    • First observedget_yara_by_scan
    • First observedget_yara_matches
    • First observedget_yara_stats
    • First observedrun_js_differential_analysis
    • First observedsearch_ai_classification
    • First observedsearch_ai_high_risk
    • First observedsearch_ai_scam_type
    • First observedsearch_analyzer_high_risk
    • First observedsearch_by_asn
    • First observedsearch_by_favicon
    • First observedsearch_by_fuzzy_hash
    • First observedsearch_by_ip
    • First observedsearch_by_jarm
    • First observedsearch_by_nameserver
    • First observedsearch_by_registrar
    • First observedsearch_by_screenshot_hash
    • First observedsearch_cpe
    • First observedsearch_favicon_mmh3
    • First observedsearch_js_fingerprint_by_bundler
    • First observedsearch_js_fingerprint_by_cdn
    • First observedsearch_js_fingerprint_by_fuzzy_hash
    • First observedsearch_js_fingerprint_by_library
    • First observedsearch_js_fingerprint_by_library_version
    • First observedsearch_js_fingerprint_by_md5
    • First observedsearch_js_fingerprint_by_normalized_hash
    • First observedsearch_js_fingerprint_by_server
    • First observedsearch_js_fingerprint_by_sha1
    • First observedsearch_js_fingerprint_by_sha256
    • First observedsearch_js_fingerprint_obfuscated
    • First observedsearch_js_fingerprint_patterns
    • First observedsearch_js_fingerprinter2_composite_hash
    • First observedsearch_js_fingerprinter2_signature
    • First observedsearch_js_fingerprinter2_similar
    • First observedsearch_js_malware_families
    • First observedsearch_js_obfuscation
    • First observedsearch_js_segments_by_hash
    • First observedsearch_js_segments_by_normalized_hash
    • First observedsearch_jsfingerprints_by_bundler
    • First observedsearch_jsfingerprints_by_fuzzy_hash
    • First observedsearch_jsfingerprints_by_library
    • First observedsearch_jsfingerprints_by_library_version
    • First observedsearch_jsfingerprints_by_md5
    • First observedsearch_jsfingerprints_by_normalized_hash
    • First observedsearch_jsfingerprints_by_sha1
    • First observedsearch_jsfingerprints_by_sha256
    • First observedsearch_ocr
    • First observedsearch_ocr_pattern
    • First observedsearch_scans
    • First observedsearch_semantic
    • First observedsearch_similar_scans
    • First observedsearch_similar_screenshots
    • First observedsearch_suspicious_clipboard
    • First observedsearch_technologies
    • First observedsearch_tracking_key
    • First observedsubmit_scan
    • First observedsubmit_scan_report
    • First observedwait_for_scan

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