Bagel MCP Server
by Extelligence-aiQuery robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only the data that matters.
Bagel is an open-source mcp server by Extelligence-ai, written mainly in Python, with 400 GitHub stars and the Apache-2.0 license. Its code was last updated Oct 19, 2026.
Scan summary: scanned Nov 5, 2026 at commit bd3f65c. Seen able to run dynamic code, read environment and secrets. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
bd3f65c · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Static code scanwarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Passed. This check ran and found nothing it flags.Secrets scanpassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Dependency audit281 known vulnerabilitiesfailFlagged. This check found an issue. See the findings below.
Passed. This check ran and found nothing it flags.Manifestserver.jsonpassPassed. This check ran and found nothing it flags.
Passed. This check ran and found nothing it flags.BuildpassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Boot & handshakefailFlagged. This check found an issue. See the findings below.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Network egressn/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Reproducible (×3)n/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Findings (42)
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
bagel_mcp/sink/buffer.py:314 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.body-parser@1.20.8: 1 known vulnerabilityGHSA-27r3-jxmh-p828
packaging/smithery/bundle/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.undici@7.30.0: 8 known vulnerabilitiesGHSA-2m5v-pch6-74hx, GHSA-4qv8-2p9j-2685, GHSA-4w7w-5xrc-9h26, GHSA-55wc-3pg8-jfw6, GHSA-9fm3-97px-rjf6 +3 more
packaging/smithery/bundle/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2025.9.0: 1 known vulnerabilityPYSEC-2026-4217
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@1.11.0: 7 known vulnerabilitiesPYSEC-2026-1617, PYSEC-2026-3482, PYSEC-2026-3483, GHSA-5h93-6whr-6q8j, GHSA-84m7-p3x7-pcfv +2 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mistune@3.1.3: 17 known vulnerabilitiesPYSEC-2026-168, PYSEC-2026-2206, PYSEC-2026-2207, PYSEC-2026-2208, PYSEC-2026-2209 +12 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.msgpack@1.2.2: 1 known vulnerabilityGHSA-j586-36cw-2gc2
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nbconvert@7.16.6: 4 known vulnerabilitiesPYSEC-2026-1691, PYSEC-2026-2229, PYSEC-2026-2230, GHSA-pjvx-prjx-h659
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.protobuf@6.31.1: 1 known vulnerabilityPYSEC-2026-1805
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyarrow@18.1.0: 1 known vulnerabilityPYSEC-2026-113
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyasn1@0.6.1: 9 known vulnerabilitiesPYSEC-2026-1810, PYSEC-2026-2263, PYSEC-2026-3455, PYSEC-2026-3456, PYSEC-2026-3457 +4 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.20: 7 known vulnerabilitiesPYSEC-2026-1852, PYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038, PYSEC-2026-3039 +2 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.soupsieve@2.7: 4 known vulnerabilitiesPYSEC-2026-3071, PYSEC-2026-3072, PYSEC-2026-4170, PYSEC-2026-4171
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.starlette@0.47.1: 7 known vulnerabilitiesPYSEC-2026-161, PYSEC-2026-1941, PYSEC-2026-1942, PYSEC-2026-2280, PYSEC-2026-2281 +2 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.torch@2.8.0: 8 known vulnerabilitiesPYSEC-2025-203, PYSEC-2025-204, PYSEC-2025-206, PYSEC-2026-139, PYSEC-2026-2286 +3 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.tornado@6.5.1: 17 known vulnerabilitiesPYSEC-2025-265, PYSEC-2025-266, PYSEC-2025-267, PYSEC-2026-140, PYSEC-2026-2287 +12 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.twisted@25.5.0: 9 known vulnerabilitiesPYSEC-2026-160, PYSEC-2026-4304, GHSA-2qrf-pqgx-qh9v, GHSA-3476-c5c2-fr73, GHSA-53xc-49m8-p798 +4 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.urllib3@2.5.0: 6 known vulnerabilitiesPYSEC-2026-141, PYSEC-2026-1994, PYSEC-2026-1996, PYSEC-2026-1998, PYSEC-2026-4175 +1 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.virtualenv@20.32.0: 20 known vulnerabilitiesPYSEC-2026-2009, PYSEC-2026-4011, PYSEC-2026-4012, PYSEC-2026-4013, PYSEC-2026-4014 +15 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.MCP server didn't complete the protocol handshaketimed out waiting for the server
- lowLow. Minor, or common in normal tools. Shown for information.qs@6.16.0: 1 known vulnerabilityGHSA-6pq8-jhm2-2vcw
packaging/smithery/bundle/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.autobahn@24.4.2: 1 known vulnerabilityPYSEC-2026-4027
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.bleach@6.2.0: 2 known vulnerabilitiesGHSA-8rfp-98v4-mmr6, GHSA-gj48-438w-jh9v
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.filelock@3.19.1: 4 known vulnerabilitiesPYSEC-2026-1374, PYSEC-2026-1375, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.fonttools@4.60.1: 1 known vulnerabilityPYSEC-2026-1389
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.idna@3.10: 1 known vulnerabilityPYSEC-2026-215
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pygments@2.19.2: 1 known vulnerabilityPYSEC-2026-2987
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pytest@8.4.1: 1 known vulnerabilityPYSEC-2026-1845
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.python-dotenv@1.1.1: 1 known vulnerabilityPYSEC-2026-2270
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.requests@2.32.4: 1 known vulnerabilityPYSEC-2026-2275
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.setuptools@80.9.0: 2 known vulnerabilitiesPYSEC-2026-3447, GHSA-xmj3-9gf7-h52w
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.wasmtime@42.0.0: 1 known vulnerabilityPYSEC-2026-151
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.Reads environment variables not listed in the manifestAZURE_STORAGE_CONNECTION_STRING, SMITHERY_API_KEY, POSTGRES_CONTAINER
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
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