TeamPCP LiteLLM Supply Chain Attack — Trojaned PyPI Packages (v1.82.7/1.82.8) with Multi-Stage C2 Payload
TeamPCP LiteLLM Supply Chain Attack (TL-2026-0304), also tracked as TeamPCP Campaign, is a critical-severity supply-chain compromise scored CVSS 9.8, first published 2026-03-31 and last reviewed 2026-09-08. It is attributed to TeamPCP with high confidence, affects BerriAI LiteLLM, references 6 CVEs (CVE-2026-33634, CVE-2025-55182, CVE-2026-45321), maps to at least 80 MITRE ATT&CK techniques (T1001, T1003, T1005), and is covered by 9 detection rules and 131 indicators of compromise.
Key facts for TL-2026-0304
- Threat ID
- TL-2026-0304
- Also known as
- TeamPCP Campaign, Operation Cascading Poison
- Severity
- CRITICAL
- CVSS
- 9.8 (CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:H/A:H)
- Status
- ACTIVE
- Category
- SUPPLY_CHAIN
- First published
- 2026-03-31
- Last reviewed
- 2026-09-08
- Attribution
- TeamPCP
- Attribution confidence
- HIGH
- Motivation
- FINANCIAL
- Target sectors
- technology, financial, cloud-infrastructure, ai-ml, devops, security, telecommunications, cryptocurrency
- Target regions
- Global
- Detection rules
- 9
- Indicators of compromise
- 131
- Updates
- 2026-09-08 · 12 updates · revalidated 12× · latest source
Malware and tooling in TeamPCP LiteLLM Supply Chain Attack
Malware and tooling: TeamPCP Credential Stealer, Custom RSA-4096 + AES-256-CBC hybrid C2
Threat actor TeamPCP compromised the LiteLLM PyPI package by publishing trojaned versions 1.82.7 and 1.82.8 on March 24, 2026. The attack originated from a cascading supply chain compromise that began with Aqua Security's Trivy scanner on March 19, expanded to Checkmarx KICS/AST on March 23, and culminated in credential theft of the LiteLLM maintainer's PyPI token. The malicious payload deploys a multi-stage credential stealer with systemd persistence and encrypted C2 communication to models.litellm.cloud, targeting cloud credentials, SSH keys, crypto wallets, and Kubernetes secrets.
How TeamPCP LiteLLM Supply Chain Attack works
TeamPCP executed a sophisticated cascading supply chain attack that weaponized trusted security tooling to compromise downstream software packages. The campaign began in February 2026 with an initial credential compromise in Aqua Security's repository, enabling the threat actor to poison Trivy—a widely-deployed open-source vulnerability scanner—on March 19, 2026. The attackers modified 76 of 77 version tags for the Trivy GitHub Actions (aquasecurity/setup-trivy versions 0.2.0–0.2.6), injecting credential-harvesting payloads that extracted CI/CD secrets from GitHub Actions runner environments, including cloud access tokens, SSH keys, and package registry credentials.
On March 21–23, TeamPCP leveraged stolen CI/CD secrets to compromise Checkmarx's GitHub Actions for infrastructure-as-code security scanning (kics-github-action v1.1, ast-github-action v2.3.28) and VS Code extensions (checkmarx.ast-results v2.53, checkmarx.cx-dev-assist v1.7.0), affecting 35 version tags. The Checkmarx wave used checkmarx.zone as its C2 domain.
The LiteLLM compromise on March 24, 2026 was the direct downstream consequence: the attackers used a stolen PyPI publishing token (PYPI_PUBLISH) exfiltrated from LiteLLM's CI/CD pipeline via the poisoned Trivy action. They bypassed the official GitHub CI/CD entirely, uploading malicious packages directly to PyPI. Version 1.82.7 was uploaded at 10:39:24 UTC and version 1.82.8 at 10:52:19 UTC.
The payload architecture differed between versions. In v1.82.7, a base64-encoded Python payload was injected into litellm/proxy/proxy_server.py, executing whenever the litellm.proxy module was imported. Version 1.82.8 escalated the attack surface by adding litellm_init.pth (34,628 bytes)—a Python path configuration file that executes automatically on every Python interpreter startup when litellm is installed, removing the requirement for explicit LiteLLM usage.
The first-stage payload consists of a single line of base64-decoded Python launched in a detached subprocess with stdout/stderr suppressed: import base64; exec(base64.b64decode(...)). The second stage downloads a follow-on payload to /tmp/pglog and establishes persistence via a systemd user service at ~/.config/systemd/user/sysmon.service with the main script at ~/.config/sysmon/sysmon.py. The service name 'sysmon' was deliberately chosen to mimic legitimate system monitoring tools.
The persistence mechanism implements a 5-minute delay before initial network activity, then beacons to the C2 server every 50 minutes. The C2 communication uses a hybrid RSA-4096 + AES-256-CBC encryption scheme with a hardcoded public key—the same RSA key was reused across multiple campaign payloads, providing a strong attribution link.
The credential stealer component aggressively harvests: SSH private keys (~/.ssh/), AWS credentials (~/.aws/credentials, AWS_ACCESS_KEY_ID/AWS_SECRET_ACCESS_KEY env vars), GCP Application Default Credentials, Azure tokens, Kubernetes configs (~/.kube/config), database passwords, .env files containing API keys, shell history, SSL/TLS private keys, CI/CD configuration files, and cryptocurrency wallet data. It also performs Instance Metadata Service (IMDS) exploitation and process memory extraction via /proc/<pid>/mem to bypass GitHub secret masking.
Collected data is compressed into tpcp.tar.gz and exfiltrated via HTTP POST to https://models.litellm.cloud/ with the header X-Filename: tpcp.tar.gz. The archive is encrypted with AES-256-CBC using a random session key, which is then wrapped with the RSA-4096 public key.
In Kubernetes environments, the malware deploys privileged DaemonSets: host-provisioner-iran (container: kamikaze) for destructive operations and host-provisioner-std for persistent backdoor access, both in the kube-system namespace using alpine:latest with hostPID, hostNetwork, and privileged security context.
The campaign expanded to Telnyx Python SDK on March 27, compromising versions 4.87.1 and 4.87.2 with a novel payload delivery mechanism using WAV file steganography—a crafted ringtone.wav downloaded from 83.142.209.203:8080 containing XOR-encrypted data with 8-byte keys embedded in 16-byte audio frames.
SentinelOne's AI EDR autonomously detected and blocked the attack within 44 seconds across 424 behavioral events, identifying the malicious pattern without a signature for the specific package. An AI coding assistant (Anthropic's Claude) running with unrestricted system permissions autonomously updated LiteLLM to the trojaned version without human review, highlighting the risk of AI-driven dependency management.
The malicious packages were available for approximately 5 hours and 21 minutes before PyPI quarantined the package. The Trivy compromise carries CVE-2026-33634 (CVSS 9.4). TeamPCP has claimed exfiltration of 300GB+ data and 500,000 credentials from infected endpoints.
MITRE ATT&CK techniques used in TL-2026-0304
Command and Control
T1001 Data Obfuscation; T1071.001 Application Layer Protocol; T1090 Proxy; T1095 Non-Application Layer Protocol; T1102 Web Service; T1102.001 Web Service
Credential Access
T1003 OS Credential Dumping; T1552.001 Unsecured Credentials; T1552.005 Unsecured Credentials
collection
T1005 Data from Local System; T1074 Data Staged
Discovery
T1016 System Network Configuration Discovery; T1083 File and Directory Discovery; T1518 Software Discovery; T1526 Cloud Service Discovery; T1580 Cloud Infrastructure Discovery
Exfiltration
T1020 Automated Exfiltration; T1048 Exfiltration Over Alternative Protocol; T1567.001 Exfiltration Over Web Service; T1567.004 Exfiltration Over Web Service
Lateral Movement
T1021 Remote Services; T1080 Taint Shared Content; T1210 Exploitation of Remote Services; T1550 Use Alternate Authentication Material
defense-evasion
T1027 Obfuscated Files or Information; T1036 Masquerading; T1070 Indicator Removal; T1078 Valid Accounts; T1140 Deobfuscate/Decode Files or Information
Defense Evasion
T1027.003 Obfuscated Files or Information; T1036.005 Masquerading; T1055 Process Injection; T1480 Execution Guardrails
exfiltration
T1041 Exfiltration Over C2 Channel; T1567 Exfiltration Over Web Service
execution
T1059 Command and Scripting Interpreter
Execution
T1059.004 Command and Scripting Interpreter; T1059.006 Command and Scripting Interpreter; T1204 User Execution; T1610 Deploy Container
command-and-control
T1071 Application Layer Protocol; T1105 Ingress Tool Transfer; T1572 Protocol Tunneling; T1573 Encrypted Channel
Privilege Escalation
T1078.004 Valid Accounts; T1548 Abuse Elevation Control Mechanism
discovery
T1082 System Information Discovery; T1087 Account Discovery
Persistence
T1098 Account Manipulation; T1543.002 Create or Modify System Process; T1546 Event Triggered Execution; T1547.001 Boot or Logon Autostart Execution; T1547.013 Boot or Logon Autostart Execution; T1554 Compromise Host Software Binary
Collection
T1119 Automated Collection; T1560 Archive Collected Data
Initial Access
T1190 Exploit Public-Facing Application; T1195.001 Supply Chain Compromise; T1195.002 Supply Chain Compromise; T1566 Phishing
initial-access
T1195 Supply Chain Compromise; T1199 Trusted Relationship
impact
Impact
T1486 Data Encrypted for Impact; T1496 Resource Hijacking; T1529 System Shutdown/Reboot
credential-access
T1528 Steal Application Access Token; T1552 Unsecured Credentials; T1555 Credentials from Password Stores
persistence
T1543 Create or Modify System Process; T1547 Boot or Logon Autostart Execution
defense-impairment
lateral-movement
stealth
Resource Development
T1583 Acquire Infrastructure; T1583.001 Acquire Infrastructure; T1584 Compromise Infrastructure; T1585 Establish Accounts; T1588 Obtain Capabilities; T1608 Stage Capabilities
Affected products and versions in TeamPCP LiteLLM Supply Chain Attack
- BerriAI — LiteLLM
Vulnerable versions: 1.82.7; 1.82.8
Fixed in: 1.82.6; 1.83.0+ - Aqua Security — Trivy
Vulnerable versions: 0.69.4; 0.69.5; 0.69.6
Fixed in: Patched releases - Aqua Security — setup-trivy GitHub Action
Vulnerable versions: 0.2.0 to 0.2.6
Fixed in: Verified clean tags - Checkmarx — kics-github-action
Vulnerable versions: v1.1
Fixed in: Verified clean versions - Checkmarx — ast-github-action
Vulnerable versions: v2.3.28
Fixed in: Verified clean versions - Checkmarx — VS Code Extensions (ast-results, cx-dev-assist)
Vulnerable versions: ast-results v2.53; cx-dev-assist v1.7.0
Fixed in: Verified clean versions - Telnyx — Telnyx Python SDK
Vulnerable versions: 4.87.1; 4.87.2
Fixed in: 4.87.0 or earlier
Remediation for TeamPCP LiteLLM Supply Chain Attack
Patches
- Downgrade LiteLLM to v1.82.6 (last known-clean release)
- Upgrade to LiteLLM v1.83.0+ (released through new CI/CD v2 pipeline)
- Update Trivy to patched versions and verify GitHub Action integrity
- Update Checkmarx GitHub Actions to verified clean versions
Immediate actions
- Check if litellm versions 1.82.7 or 1.82.8 were installed: pip show litellm
- Search filesystem for litellm_init.pth and remove if found
- Check for persistence: ls -la ~/.config/systemd/user/sysmon.service ~/.config/sysmon/sysmon.py /tmp/pglog /tmp/.pg_state
- Block outbound traffic to models.litellm.cloud and checkmarx.zone at perimeter
- Block C2 IPs: 83.142.209.203, 83.142.209.11, 46.151.182.203, 23.142.184.129, 45.148.10.212, 63.251.162.11, 195.5.171.242, 209.34.235.18, 212.71.124.188
- Kill any running sysmon.py processes and disable sysmon.service
- Rotate ALL secrets, API keys, cloud credentials, SSH keys, and database passwords on affected systems
- Audit Kubernetes clusters for unauthorized DaemonSets (host-provisioner-iran, host-provisioner-std, node-setup-*)
Workarounds
- Use official LiteLLM Proxy Docker image (ghcr.io/berriai/litellm) which uses pinned dependencies
- Manually verify PyPI package checksums against GitHub release artifacts before installation
- Temporarily disable automated dependency updates in CI/CD pipelines
Longer-term hardening
- Pin all CI/CD dependencies to specific commit SHAs, not version tags
- Implement PyPI package integrity verification with hash pinning
- Deploy EDR with behavioral detection capabilities for supply chain attacks
- Implement secrets management solutions to avoid storing credentials in files
- Enforce least-privilege for CI/CD tokens with short expiration
- Monitor for anomalous PyPI package uploads outside normal CI/CD workflows
- Restrict AI coding assistants from autonomously updating dependencies without human review
- Implement network segmentation to limit blast radius of credential theft
CVEs associated with TeamPCP LiteLLM Supply Chain Attack
CVE-2026-33634, CVE-2025-55182, CVE-2026-45321, CVE-2023-48022, CVE-2025-29927, CVE-2026-48027
Weaknesses (CWE) in TeamPCP LiteLLM Supply Chain Attack
CWE-506, CWE-829, CWE-494, CWE-327, CWE-502, CWE-306, CWE-862, CWE-863, CWE-285, CWE-798
Timeline of TeamPCP LiteLLM Supply Chain Attack
Showing the 20 most recent tracked events.
- TeamPCP publishes the Shai-Hulud malware source code on GitHub as "A Gift From TeamPCP" under an MIT license, forked 44+ times within hours, and launches a $1,000 XMR supply-chain-attack contest on BreachForums.
- TeamPCP breaches GitHub's internal infrastructure via a trojanized Nx Console VS Code extension (v18.95.0, live 18 minutes), exfiltrating ~3,800 internal repositories via a stolen contributor PAT and an orphan commit to nrwl/nx; stolen data listed on Breached with a $50,000 floor price.
- Mini Shai-Hulud hijacks the npm maintainer accounts 'atool' (318 packages) and 'prop' (6 packages), republishing 645 malicious artifacts across 323 AntV-ecosystem packages (jest-canvas-mock, size-sensor, echarts-for-react, @antv/util, timeago.js) and stamping 2,500+ marker repositories; secrets exfiltrated via a GitHub API dead-drop to a poisoned antvis/G2 reference and a fallback C2 (t.m-kosche.com) disguised as an OpenTelemetry endpoint.
- durabletask PyPI package compromised, targeting Microsoft Azure customers.
- As of 2026-05-29, the specific trojaned LiteLLM packages (1.82.7/1.82.8) were quarantined within hours and patched (1.83.0+), but actor TeamPCP is escalating: April-May waves hit TanStack, Bitwarden CLI, durabletask and others via the self-propagating "Mini Shai-Hulud" worm, whose source was open-sourced May 12 with no arrests. The actor and tooling remain actively exploited in the wild.
- KrebsOnSecurity interviews a TeamPCP member using the handle 'Ellis' about the group's operations — a persona alias (EllisD25/LSD) later tied to arrested suspect Ruben Thomson.
- Miasma worm Wave 1 compromises 32 official npm packages under @redhat-cloud-services using stolen Red Hat employee GitHub credentials from infostealer logs.
- Miasma worm Wave 2 ("Phantom Gyp") introduces a novel 157-byte binding.gyp file to trigger code execution during npm install, bypassing preinstall-script monitoring; compromises 57 additional packages.
- Miasma worm Wave 3 compromises the Microsoft Azure/durabletask repository; GitHub disables 73 repositories across 4 Microsoft organizations within 105 seconds. Miasma begins targeting AI coding assistant configs (.claude/settings.json, .cursor/rules) for persistent backdoors.
- Miasma toolkit open-sourced via four previously compromised developer accounts.
- FBI issues FLASH advisory FLASH-20260702-01 (coordinated with DHS/CISA), formally attributing the consolidated multi-wave campaign to TeamPCP and publishing IPs, domains, hashes, and exfiltration markers (tpcp-docs / docs-tpcp).
- Infoblox's 2026 Threat Landscape Report is covered by Help Net Security, tying TeamPCP's OSS supply-chain compromises to a broader subscription-style cybercrime economy built on DNS/domain abuse.
- A fresh npm wave poisons the keyv and cacheable packages using the same Mini Shai-Hulud worm toolkit, notably without the campaign's earlier self-identifying markers — evidence of continuing operational-security evolution post-exposure.
- Oligo Security research (via CyberScoop) traces TeamPCP activity back to 2020 via shared infrastructure, linking the TA-NATALSTATUS and IronErn aliases to the group and substantially extending its known operational timeline.
- Hudson Rock and CloudSEK independently analyze a leaked 153GB/433,909-file archive (118,829 distinct CI-runner credential dumps) and map the resulting exposure to 2,488 corporate domains — including NVIDIA, Volkswagen, Microsoft, Cisco, Samsung, Siemens, Salesforce, S&P Global, ServiceNow, Deloitte, Vodafone, X Corp, Zscaler, FedEx, Thales, and London Stock Exchange Group — launching public domain-lookup portals.
- AFP, FBI, and WA Police Force execute search warrants in Perth, Australia, arresting two men allegedly linked to TeamPCP.
- The second arrested suspect is publicly identified as Louis Michael Gaebler (23) of Mandurah; combined charges against Thomson and Gaebler total 14 offences carrying a combined maximum exposure of 82 years' imprisonment.
- A 21-year-old Cottesloe man (publicly identified as Ruben Ian Thomson) is charged with 8 offences, including dealing with proceeds of crime valued at over $100,000; a 23-year-old Mandurah man is charged with 6 related offences. AFP estimates the campaign potentially compromised over 1,000 organisations globally.
- Truesec assesses the Shai-Hulud/TeamPCP threat persists despite the Australian arrests because the worm's source code was already leaked to cybercrime forums, trojanized LiteLLM builds remained reachable via the PyPI CDN five months after removal, and the toolkit continued to be used in npm attacks (e.g., the August 4 keyv/cacheable wave).
- The Hacker News republishes and expands on GTIG's findings on TeamPCP's autonomous credential-harvesting operation; DUSTMAKER, a second CI/CD-targeting credential stealer using AI-assistant workspace poisoning and prompt injection for defense evasion, is publicly attributed to TeamPCP alongside the previously documented SANDCLOCK stealer.
Update history for TL-2026-0304
- 2026-09-08 — Autonomous AI Agents Compromise Thousands of Credentials in Under Six Hours — Multi-Actor AI-Enabled Cyber Operations Campaign: What changed No field escalations — severity (CRITICAL), exploitability (ACTIVE), status (ACTIVE), CVSS (9.8), and attribution confidence (HIGH) were already at maximum from prior revalidations. New development: GTIG's Q2 2026 AI Threat Tra
- 2026-08-30 — TeamPCP Masterminds Arrested in Australia (CVE-2026-33634, CVE-2026-45321), but Leaked Shai-Hulud Worm Source Code Keeps Supply-Chain Threat Alive: What changed No field escalation applied. The newer report's severity (HIGH) and CVSS (9.6) are lower than the existing record's (CRITICAL / 9.8) — retained the existing values per the no-downgrade rule. New indicators (9) 1 new C2 domain (
- 2026-08-29 — Two Alleged TeamPCP Members Arrested in Australia Over Year-Long Software Supply-Chain Attack Spree: What changed No escalation to severity/exploitability/status/CVSS/attribution — all already at ceiling values (CRITICAL/ACTIVE/9.8/HIGH) in the existing record, and the new report's own CVSS (8.8) is lower. New indicators (1) 1 new package
- 2026-08-28 — Australian and US Authorities Arrest Alleged TeamPCP Leaders Behind Shai-Hulud npm Supply-Chain Attacks: What changed No escalation. This report's severity (HIGH/8.8) and exploitability are lower than or equal to the existing CRITICAL/9.8 record, so no fields were changed. New indicators (10) 10 new IOCs: a git-tanstack.com C2 domain, a velora
- 2026-08-27 — Australia Arrests Two Alleged TeamPCP Hackers Behind SANDCLOCK/CanisterWorm Open-Source Supply-Chain Campaign (CVE-2026-33634): What changed No severity/exploitability/status escalation — already CRITICAL/ACTIVE and the arrests themselves are already recorded. Adds two CWEs (CWE-798 hard-coded credentials, CWE-522 insufficiently protected credentials). New indicator
- 2026-08-27 — TeamPCP Software Supply-Chain Syndicate: Two Alleged Principal Members Arrested in Australia: What changed No escalation to core fields: severity/exploitability/status/attribution-confidence are unchanged from the existing CRITICAL/ACTIVE/ACTIVE/HIGH record (the new report's own HIGH severity rating is not applied, since it would be
- 2026-08-27 — TeamPCP Software Supply Chain Attacks: Trivy CI/CD Compromise Leads to Backdoored LiteLLM PyPI Releases: What changed No severity/exploitability/status escalation — remains CRITICAL/ACTIVE. The material development is law-enforcement action: AFP, FBI, and WA Police executed raids in Perth on 2026-08-26 and charged two alleged TeamPCP operators
- 2026-08-13 — LiteLLM Supply Chain Attack: TeamPCP/UNC6780 Poisoned PyPI Packages via Compromised Trivy Scanner Leak Credentials from 2,488 Corporate Domains (CVE-2026-33634): What changed No severity/exploitability/status escalation — threat was already CRITICAL/ACTIVE/HIGH-attribution. What's new is scope quantification: independent Hudson Rock and CloudSEK research (published 2026-08-12/13) on a leaked 153GB/4
- 2026-08-07 — TeamPCP Threat Actor Linked to Long-Running Redis, Ray, and Kubernetes Cloud-Native Exploitation Campaigns (CVE-2023-48022, CVE-2025-29927, CVE-2025-55182): What changed No severity/exploitability/status escalation — the existing CRITICAL/ACTIVE/ACTIVE values already reflect peak severity. This update substantially deepens TeamPCP actor attribution: Oligo Security (Aug 5, 2026) formally links t
- 2026-08-05 — TeamPCP Long-Running Open-Source Supply Chain and AI Infrastructure Campaign: What changed Severity/exploitability/status remain at existing maximums (CRITICAL/ACTIVE/ACTIVE); no downgrade or escalation of those fields is warranted. What changed is scope and depth: this is no longer a single LiteLLM incident but a lo
Sources cited for TeamPCP LiteLLM Supply Chain Attack
- SentinelOne: AI EDR Discovers and Stops Zero-Day Supply Chain Attack
- Datadog Security Labs: LiteLLM and Telnyx Compromised on PyPI
- Unit 42: Weaponizing the Protectors — TeamPCP Multi-Stage Supply Chain Attack
- ReversingLabs: Inside the TeamPCP Cascading Supply Chain Attack
- LiteLLM Official Security Update: March 2026
- Wiz Blog: TeamPCP Trojanizes LiteLLM
- Kaspersky: Supply Chain Attack via Trivy and LiteLLM
- Microsoft Security: Detecting and Defending Against Trivy Supply Chain Compromise
- Endor Labs: TeamPCP Hits LiteLLM's 95 Million Monthly Downloads
- Snyk: How a Poisoned Security Scanner Became the Key to Backdooring LiteLLM
- Sonatype: Compromised litellm PyPI Package Delivers Multi-Stage Credential Stealer
- Sysdig: TeamPCP Expands Supply Chain Compromise
- SANS Institute: When the Security Scanner Became the Weapon
- Arctic Wolf: TeamPCP Supply Chain Attack Campaign
- GitGuardian: Trivy Supply Chain Attack and Secret Exposure
Threats related to TeamPCP LiteLLM Supply Chain Attack
- TeamPCP Partners With Vect Ransomware Group to Escalate Cross-Ecosystem Open Source Supply Chain Attacks
- TeamPCP Supply Chain Campaign: LiteLLM PyPI Compromise, CanisterWorm npm Propagation, and Multi-Ecosystem Attack (CVE-2026-33634)
- TeamPCP Supply Chain Attack on LiteLLM — Trojanized PyPI Packages with .pth Persistence and Multi-Stage Credential Stealer
- Trivy Supply Chain Compromise — TeamPCP Credential-Stealing Malware Injected into CI/CD Pipelines (CVE-2026-33634)
- TeamPCP Cascading Supply Chain Campaign: Telnyx PyPI Compromise with WAV Steganography
- LiteLLM Supply Chain Compromise — TeamPCP Multi-Ecosystem Campaign via Trojanized PyPI Packages
Detection coverage for TL-2026-0304
As of 2026-09-08, Threadlinqs Intelligence publishes 9 detection rule(s) for TL-2026-0304 across Splunk SPL, Microsoft KQL and Sigma, covering 131 indicator(s) of compromise. The whole corpus is readable without an account; a free account unlocks full detection query text in Splunk SPL, Microsoft KQL and Sigma; paid tiers add raw indicator values, correlation and the MCP server. Threadlinqs MCP server · View plans.