HoneyLabs
Adversary scans, fingerprints, and probe payloads collected from internet-facing honeypot sensors. Free per-IP lookups, MCP for AI agents, and JSON-RPC HTTP for everything else.
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Last probed Sep 14, 2026 · mcp.honeylabs.net
9tools discovered
Search Events Tool
Return individual raw honeypot events with all fields. Use when the user wants to see actual records: 'show me events from this IP', 'what hit port 443 last week', 'events from Russia yesterday'. Filters: source_ip, country (2-letter code), asn (e.g. 'AS12345'), dest_port, protocol ('tls' or '' = the coarse TLS/raw-TCP signal), app_protocol (nDPI L7 protocol label: 'bittorrent', 'ssh', 'rdp', 'mssql-tds', 'mining', 'rtsp', 'smbv1', ... — find everything speaking a protocol regardless of port), h
Top Attackers Tool
Ranked leaderboard of attack sources. Use for: 'who is attacking the most?', 'top attacking countries', 'most targeted ports', 'most common user agents', 'top ASNs by attack volume', 'top IPs from China', 'top attackers hitting port 22'. 'by' controls grouping: ip, asn, country, port, user_agent, ja4, url_path, domain, cve. by='cve' answers 'what CVEs are being mass-scanned right now' and returns value (the CVE id), title, severity, actively_exploited and counts; drill into any of them with cve_
Ioc Lookup Tool
Look up any IP address, CIDR network, set of networks, or domain in the honeypot dataset. Use this FIRST whenever the user asks: 'is this IP malicious?', 'is this a known scanner?', 'have you seen this IP?', 'what does this IP do?', 'when was it last seen?', 'is this IP in your data?'. Returns: total_events (0 = never observed), first_seen, last_seen, country, ASN, the 50 most-hit ports plus ports_targeted_count for the true total, top user agents, top URL paths, TLS/HTTP/SSH
Cve Lookup Tool
Who is probing a specific CVE. Use whenever the user names a CVE: 'is CVE-2024-4577 being exploited in the wild?', 'who is scanning for this CVE?', 'show me actors probing CVE-2023-1389'. Returns severity, KEV (actively_exploited), event and unique-IP counts, the top probing IPs with country/ASN/scanner tag, top ASNs, exploiter fingerprints, sample request paths and a daily timeline. window: 24h, 7d, 30d or 90d. `observed: false` with a note means we hold no detection pattern for that CVE, which
Payload Search Tool
Literal substring search over captured request text: URL path, request body, request headers and event summary. Use for: 'find attacks targeting /wp-admin', 'find requests with this user agent string', 'what payloads hit port 80 last week'. It matches text that literally appeared in the request, and nothing else. These do NOT work and will return an empty list: - a CVE id ('CVE-2024-4577'), which is our tag for a pattern, never payload text. Use cve_lookup instead. This tool rejects them
Attack Timeline Tool
Attack volume over time, bucketed by hour or day. Use for: 'show attack trends this week', 'was there a spike on port 22?', 'how has SSH scanning changed?', 'attack volume from China over 30 days'. bucket: 'hour' or 'day'. Optional filters: filter_protocol ('tls'/'''), filter_country (2-letter code), filter_dest_port. since/until ISO-8601 UTC.
Asn Enrich Tool
Full honeypot profile for an ASN (autonomous system / hosting provider). Use for: 'tell me about AS202425', 'what is Vultr doing in my honeypots?', 'attacks from this hosting provider', 'attribute this IP to its network'. asn format: 'AS12345'. Returns: total events, unique IPs, top targeted ports, top source countries, top user agents, org name. since/until are ISO-8601 UTC strings.
Fingerprint Search Tool
Search honeypot activity by TLS, HTTP, or SSH fingerprint. Use when a user asks: 'have you seen this JA4 fingerprint?', 'which IPs share this TLS fingerprint?', 'how common is this HASSH?', 'find all scanners with this SSH client fingerprint'. fp_type: 'ja4' (TLS client), 'ja3' (legacy TLS client, MD5 — still keyed by many TI feeds), 'ja4h' (HTTP client), 'hassh' (SSH client). since/until are ISO-8601 UTC strings.
Fingerprint Population Tool
The population behind a single client fingerprint: how many source IPs carry it, across how many networks (ASNs) and countries, the ports they hit, the top networks and a sample of the IPs, plus a read on its shape: concentrated (many IPs on few networks), dispersed (many networks but one short burst on one or two ports, which is a coordinated operation buying one address per network), spread (a common client) or mixed. Concentrated and dispersed are both coordinated operations. Use when a user
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The CISA Known Exploited Vulnerabilities (KEV) Catalog is the authoritative U.S. government list of ...
9 tools