Knowhere Agent Skill
Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.
Knowhere is an open-source agent skill by Ontos-AI, written mainly in Python, with 3,863 GitHub stars and the Apache-2.0 license. Its code was last updated Oct 31, 2026.
Scan summary: scanned Nov 5, 2026 at commit 5976405. No capabilities flagged by our checks. Scan policy
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5976405 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings.
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 audit365 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.
Flagged. This check found an issue. See the findings below.BuildfailFlagged. 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.Boot & handshaken/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.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 (21)
- 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.aiohttp@3.13.4: 44 known vulnerabilitiesPYSEC-2026-2104, PYSEC-2026-2105, PYSEC-2026-2106, PYSEC-2026-2107, PYSEC-2026-2108 +39 more
apps/worker/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.cryptography@46.0.7: 8 known vulnerabilitiesPYSEC-2026-3552, PYSEC-2026-3553, PYSEC-2026-3554, GHSA-537c-gmf6-5ccf, PYSEC-2026-3552 +3 more
apps/worker/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.dnspython@2.8.0: 2 known vulnerabilitiesGHSA-45c3-73f7-pv4m, GHSA-45c3-73f7-pv4m
apps/worker/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mako@1.3.11: 4 known vulnerabilitiesPYSEC-2026-2617, PYSEC-2026-4243, PYSEC-2026-2617, PYSEC-2026-4243
apps/worker/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pypdf@6.10.2: 90 known vulnerabilitiesPYSEC-2026-3004, PYSEC-2026-3009, PYSEC-2026-3010, PYSEC-2026-3016, PYSEC-2026-3018 +85 more
apps/worker/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.27: 8 known vulnerabilitiesPYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3040, PYSEC-2026-3041, PYSEC-2026-3036 +3 more
apps/worker/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.soupsieve@2.8.3: 8 known vulnerabilitiesPYSEC-2026-3071, PYSEC-2026-3072, PYSEC-2026-4170, PYSEC-2026-4171, PYSEC-2026-3071 +3 more
apps/worker/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.starlette@0.52.1: 10 known vulnerabilitiesPYSEC-2026-161, PYSEC-2026-2280, PYSEC-2026-2281, PYSEC-2026-248, PYSEC-2026-249 +5 more
apps/worker/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.urllib3@2.6.3: 10 known vulnerabilitiesPYSEC-2026-141, PYSEC-2026-142, PYSEC-2026-4175, PYSEC-2026-4176, PYSEC-2026-4177 +5 more
apps/worker/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@1.27.0: 7 known vulnerabilitiesPYSEC-2026-3481, 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.Install or build failed in a clean environmentude` or `exclude`) 2. use a `src-layout` 3. explicitly set `py_modules` or `packages` with a list of names To find more information, look for "package discovery" on setuptools docs. hint: Build failures usually indicate a problem with the package or the build environment
- lowLow. Minor, or common in normal tools. Shown for information.idna@3.13: 2 known vulnerabilitiesPYSEC-2026-215, PYSEC-2026-215
apps/worker/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.multidict@6.7.1: 2 known vulnerabilitiesPYSEC-2026-4244, PYSEC-2026-4244
apps/worker/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.opentelemetry-api@1.40.0: 2 known vulnerabilitiesGHSA-xcq7-p3pf-p88h, GHSA-xcq7-p3pf-p88h
apps/worker/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.pydantic-settings@2.14.1: 2 known vulnerabilitiesGHSA-4xgf-cpjx-pc3j, GHSA-4xgf-cpjx-pc3j
apps/worker/requirements.txt - 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
Not run — the code wasn't started in this scan
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| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Knowhere (this page) Ontos-AI | 3.9k | Apache-2.0 | Oct 31, 2026 | Scanned, no flagged issues |
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| Fable Method Sahir619 | 2.3k | MIT | Oct 3, 2026 | Scanned, no flagged issues |