UltraRAG MCP Server
by OpenBMBA Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
UltraRAG is an open-source mcp server by OpenBMB, written mainly in Python, with 5,737 GitHub stars and the Apache-2.0 license. Its code was last updated Nov 1, 2026.
Scan summary: scanned Nov 5, 2026 at commit 6ff3bc3. No capabilities flagged by our checks. 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
6ff3bc3 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine.
Passed. This check ran and found nothing it flags.Static code scanpassPassed. This check ran and found nothing it flags.
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 audit237 known vulnerabilitiesfailFlagged. This check found an issue. See the findings below.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.ManifestnonewarnWarning. 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.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 (41)
- 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.brace-expansion@1.1.17: 4 known vulnerabilitiesGHSA-6j4f-fj2g-mc7p, GHSA-q2hr-2g5m-vwhr, GHSA-qhr7-859c-m2p7, GHSA-rgw5-rvv9-x895
ui/frontend/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.brace-expansion@5.0.8: 4 known vulnerabilitiesGHSA-6j4f-fj2g-mc7p, GHSA-q2hr-2g5m-vwhr, GHSA-qhr7-859c-m2p7, GHSA-rgw5-rvv9-x895
ui/frontend/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.zod@4.3.6: 1 known vulnerabilityGHSA-mrhx-c7xc-m3w5
ui/frontend/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.accelerate@1.14.0: 1 known vulnerabilityPYSEC-2026-3804
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.aiohttp@3.14.3: 8 known vulnerabilitiesGHSA-2g87-pp6c-29x5, GHSA-494j-54xm-rwp3, GHSA-5wr8-gcqf-gqf3, GHSA-6cjc-53gc-5rqm, GHSA-9xw5-w5jj-pvcg +3 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.dnspython@2.8.0: 1 known vulnerabilityGHSA-45c3-73f7-pv4m
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.filelock@3.32.2: 12 known vulnerabilitiesGHSA-567q-5qvw-pf92, GHSA-6627-m3xw-93mp, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-9c4x-gm8v-wgc4 +7 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.gradio@6.8.0: 3 known vulnerabilitiesPYSEC-2026-211, PYSEC-2026-2178, PYSEC-2026-2179
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.joserfc@1.7.4: 2 known vulnerabilitiesGHSA-9pg5-8c7x-5hfx, GHSA-jpxq-7h8p-2q76
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.jupyter-server@2.20.0: 1 known vulnerabilityPYSEC-2026-4054
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.jupyterlab@4.6.2: 4 known vulnerabilitiesPYSEC-2026-4055, PYSEC-2026-4056, PYSEC-2026-4057, GHSA-jwrc-gm9j-263p
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@1.29.0: 4 known vulnerabilitiesGHSA-5h93-6whr-6q8j, GHSA-84m7-p3x7-pcfv, GHSA-rwrf-2pqf-9j8j, GHSA-w4fh-qvv9-3v23
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nbconvert@7.17.1: 1 known vulnerabilityGHSA-pjvx-prjx-h659
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nltk@3.10.3: 2 known vulnerabilitiesGHSA-8mgp-746c-j5xp, GHSA-j456-xh4h-cpf2
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.notebook@7.6.1: 2 known vulnerabilitiesPYSEC-2026-4112, GHSA-jwrc-gm9j-263p
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pypdf@6.16.1: 26 known vulnerabilitiesPYSEC-2026-4153, PYSEC-2026-4154, PYSEC-2026-4155, PYSEC-2026-4156, PYSEC-2026-4157 +21 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.starlette@0.52.1: 5 known vulnerabilitiesPYSEC-2026-161, PYSEC-2026-2280, PYSEC-2026-2281, PYSEC-2026-248, PYSEC-2026-249
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.tornado@6.5.8: 6 known vulnerabilitiesGHSA-3hv7-mjh2-fv65, GHSA-c2m8-h5v5-343r, GHSA-chx6-46f5-w4vp, GHSA-pcg2-g6cj-q92c, GHSA-pw9p-v7r6-gx4p +1 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.urllib3@2.7.0: 3 known vulnerabilitiesPYSEC-2026-4175, PYSEC-2026-4176, PYSEC-2026-4177
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.vllm@0.22.1+cu129: 58 known vulnerabilitiesPYSEC-2026-2303, PYSEC-2026-2304, PYSEC-2026-2305, PYSEC-2026-3403, PYSEC-2026-3404 +53 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.MCP server didn't complete the protocol handshakeserver exited early with code 2
- lowLow. Minor, or common in normal tools. Shown for information.@babel/core@7.29.0: 1 known vulnerabilityGHSA-4x5r-pxfx-6jf8
ui/frontend/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.minimatch@10.2.4: 1 known vulnerabilityGHSA-g3hv-75wg-m249
ui/frontend/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.diskcache@5.6.3: 1 known vulnerabilityPYSEC-2026-2447
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.fastmcp@3.4.0: 1 known vulnerabilityGHSA-7xgj-8392-5q4r
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.fastmcp-slim@3.4.0: 1 known vulnerabilityGHSA-7xgj-8392-5q4r
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.multidict@6.7.1: 1 known vulnerabilityPYSEC-2026-4244
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.opentelemetry-api@1.44.0: 1 known vulnerabilityGHSA-xcq7-p3pf-p88h
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.setuptools@80.10.2: 2 known vulnerabilitiesPYSEC-2026-3447, GHSA-xmj3-9gf7-h52w
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.torch@2.11.0: 1 known vulnerabilityGHSA-rrmf-rvhw-rf47
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.torch@2.11.0+cu129: 1 known vulnerabilityGHSA-rrmf-rvhw-rf47
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.werkzeug@3.1.8: 1 known vulnerabilityPYSEC-2026-4312
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
Network activity
During install
files.pythonhosted.orgpypi.org
While running
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