Ag2 MCP Server

by ag2ai• 5k•• Scanned•Claim this listing•Request removal
Communicationa2aag2agent frameworkagenticagentic ai

AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

Ag2 is an open-source mcp server by ag2ai, written mainly in Python, with 5,037 GitHub stars and the Apache-2.0 license. Its code was last updated Nov 1, 2026.

Scan summary: scanned Nov 5, 2026 at commit a612a1a. Seen able to run dynamic code. Scan policy

Scanned
Full scan at a612a1a · Nov 5, 2026
Scanned Builds
Static code scanwarn
Secrets scanfail
Dependency audit0 known vulnerabilitiespass
Manifestnonewarn
Buildpass
Boot & handshaken/a
Network egressn/a
Reproducible (×3)n/a

Findings (8)

  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • medium
    Deserializes data with pickle/marshal, which can execute code.
    ag2/streams/redis/serializer.py:36
  • low
    Possible example credential in docs/tests: generic-api-key
    test/extensions/tealtiger/test_output_scan.py:23
  • low
    Possible example credential in docs/tests: generic-api-key
    test/extensions/tealtiger/test_governance_middleware.py:189
  • low
    No manifest declaring network access and environment variables (agent.json)
  • low
    Couldn't work out how to start the server. Set "entrypoint" in agent.json.

Network activity

During install
files.pythonhosted.orgpypi.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.

Ag2 alternatives

View more →

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

NameStarsLicenceLast updatedScan
Ag2 (this page)
ag2ai
5kApache-2.0Nov 1, 2026Scanned, no flagged issues
TrendRadar
sansan0
63kGPL-3.0Oct 29, 2026Scanned, no flagged issues
Waha
devlikeapro
7.7kApache-2.0Oct 28, 2026Scanned, no flagged issues
Lemonade
lemonade-sdk
6kApache-2.0Nov 1, 2026Scanned, no flagged issues
Pipeshub AI
pipeshub-ai
3.9kApache-2.0Nov 1, 2026Scanned, no flagged issues
Slackdump
rusq
2.8kAGPL-3.0Nov 1, 2026Scanned, no flagged issues