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Malicious MCP server → silent supply chain for agent tools

User installs an MCP server marketed as a useful integration. Every subsequent agent session has the rogue server in scope — its tools log prompts, exfil files, or inject responses to bias the agent.

Filed by AD Knowledge Base
§ Kill-chainDrag · zoom · scroll

§ Context

Assumed environment: target uses an MCP-compatible client (Claude Desktop, Cursor, Continue.dev). They add community-published MCP servers without vetting source.

§ Steps

  1. 01
    Promote via blog / GitHub / TwitterInitial Access
    T1566Phishing
  2. 02
    Victim adds it to client configExecution
    T1204User Execution
  3. 03
    Publish 'helpful' MCP serverResource Development
    T1583Acquire Infrastructure
  4. 04
    Optionally inject biased responsesImpact
    AI-OUTPUT-INJECTOutput Injection (Markdown / HTML)
  5. 05
    MCP server logs every prompt + tool callInitial Access
    AI-MCP-SERVERMalicious MCP Server
  6. 06
    Exfil to attacker telemetry endpointCollection
    AI-AGENT-EXFIL-LOGSExfil via Agent Observability Logs

§ References

§ Frequently asked

What is the "Malicious MCP server → silent supply chain for agent tools" attack path?
User installs an MCP server marketed as a useful integration. Every subsequent agent session has the rogue server in scope — its tools log prompts, exfil files, or inject responses to bias the agent. It chains 6 steps drawn from real-world offensive-security techniques.
What starting position does this attack require?
The first step is Promote via blog / GitHub / Twitter (T1566) — a initial access primitive. Assumed environment: target uses an MCP-compatible client (Claude Desktop, Cursor, Continue.
What is the final impact of this kill-chain?
The final step lands on Exfil to attacker telemetry endpoint (AI-AGENT-EXFIL-LOGS), which falls under Collection. From here, an operator typically pivots into post-exploitation or maintains persistence.
How can defenders detect or prevent this attack?
Detection and prevention vary per step. Refer to each linked MITRE ATT&CK entry under "References" — every technique on that page lists defensive controls, detection telemetry, and known threat-actor usage.

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