Papergraph MCP

Detected

• Talks to external services4 places

  Makes outbound requests. The hosts are listed so you can see where data goes.

  api.crossref.org, api.openalex.org

• Reads environment variables in bulk5 places

  Copies or enumerates the whole environment, which can include keys meant for other tools.

• Runs shell commands22 places

  Spawns processes on your machine. Expected for command, browser and build tools.

• Reads or writes other agents' configuration2 places

  Touches folders such as ~/.claude, ~/.codex or ~/.cursor, which hold settings and sometimes keys.

• Installs itself to run later1 places

  Writes startup entries, cron jobs or state files that outlive the session.

• Contains instructions aimed at AI agents2 places

  Text in code or agent-facing files that steers a model. Worth reading before you trust it.

• Passes model output on without checks2 places

  Model output reaches HTML, SQL or a shell without validation.

• Runs unpinned packages at runtime7 places

  Executes npx or uvx without a version, so a compromised upstream release would run.

Not detected: sends conversation content outward, accesses credential files, uses elevated privileges, matches a known malicious pattern.

Dependencies with known advisories

None found in the lockfiles and manifests checked against OSV.dev.

Left out of the profile

5 pattern matches in documentation, configuration or CI files were recorded but are not part of the profile, because they do not run when the server does. The owner dashboard lists them.