Deliberation MCP Server

by antonbabenko• 179•• Scanned•Claim this listing•Request removal
Data Science & MLai agentsai codingclaudeclaude codeclaude code plugin

Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro, OpenCode. Measures the models' usefulness, too.

Deliberation is an open-source mcp server by antonbabenko, written mainly in JavaScript, with 179 GitHub stars and the MIT license. Its code was last updated Oct 28, 2026.

Scan summary: scanned Nov 5, 2026 at commit aeb129a. Seen able to run shell commands, read environment and secrets. Scan policy

Scanned
Full scan at aeb129a · Nov 5, 2026
Scanned Builds
Static code scanwarn
Secrets scanpass
Dependency audit0 known vulnerabilitiespass
Manifestserver.jsonpass
Buildpass
Boot & handshaken/a
Network egressn/a
Reproducible (×3)n/a

Findings (5)

  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    .github/release/pre-commit.js:109
  • low
    Possible example credential in docs/tests: slack-bot-token
    test/core-sessions.test.js:370
  • low
    Possible example credential in docs/tests: jwt
    test/core-sessions.test.js:363
  • low
    Reads environment variables not listed in the manifest
    GITHUB_WORKSPACE, GEMINI_DEFAULT_MODEL, GROK_DEFAULT_MODEL, XAI_API_BASE, XAI_API_KEY, AGY_BIN, GEMINI_MIN_ANSWER_CHARS, AGY_LAST_CONVERSATIONS, GEMINI_DISABLE_TIMEOUT_RECOVERY, DELIBERATION_DISABLE_OS_SANDBOX, GROK_MIN_ANSWER_CHARS, GROK_UPLOAD_TIMEOUT_MS, GROK_FILE_TTL_SECONDS, GROK_REASONING_EFFO…
  • low
    Couldn't work out how to start the server. Set "entrypoint" in agent.json.

Network activity

During install
registry.npmjs.org
While running
Not run — the code wasn't started in this scan

Automated result for the commit shown. See our scan policy. View the scan log

Maintainers can claim the listing to rescan, or dispute a result.

Deliberation alternatives

View more →

Similar mcp servers in Data Science & ML, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.

NameStarsLicenceLast updatedScan
Deliberation (this page)
antonbabenko
179MITOct 28, 2026Scanned, no flagged issues
MaxKB
1Panel-dev
23kGPL-3.0Nov 1, 2026Scanned, no flagged issues
FunASR
modelscope
21kMITNov 1, 2026Scanned, no flagged issues
Ida Pro MCP
mrexodia
13kMITSep 26, 2026Scanned, no flagged issues
Pal MCP Server
BeehiveInnovations
12kNone foundDec 15, 2025Not scanned yet
Osaurus
osaurus-ai
8.1kMITNov 1, 2026Scanned, no flagged issues