Corvus AI Agent
by YS0meoneMulti-agent AI research system — finds academic papers via semantic search & citation snowballing, then answers questions over them using agentic RAG with self-reflection. Built with LangGraph, FastAPI, Celery, and Qdrant.
Corvus is an open-source ai agent by YS0meone, written mainly in Python, with 101 GitHub stars and the MIT license. Its code was last updated Feb 28, 2026.
Scan summary: scanned Nov 5, 2026 at commit 7abcf9b. Seen able to run dynamic code. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
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7abcf9b · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings.
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 audit418 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.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Buildn/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.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 (90)
- 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.
- 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.
backend/app/agent/RedisDocumentStore.py:47 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2026.1.0: 1 known vulnerabilityPYSEC-2026-4217
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langchain-classic@1.0.1: 1 known vulnerabilityPYSEC-2026-2560
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langchain-core@1.2.7: 4 known vulnerabilitiesPYSEC-2026-2193, PYSEC-2026-2562, PYSEC-2026-2563, PYSEC-2026-2564
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph@1.0.7: 1 known vulnerabilityPYSEC-2026-83
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph-api@0.7.13: 3 known vulnerabilitiesPYSEC-2026-3857, PYSEC-2026-3858, GHSA-4hm6-w6qq-w73v
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph-sdk@0.3.3: 2 known vulnerabilitiesPYSEC-2026-2575, PYSEC-2026-4240
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langsmith@0.6.7: 3 known vulnerabilitiesPYSEC-2026-2582, PYSEC-2026-2583, GHSA-f4xh-w4cj-qxq8
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.lxml@6.0.2: 1 known vulnerabilityPYSEC-2026-87
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pip@26.0: 4 known vulnerabilitiesPYSEC-2026-196, PYSEC-2026-2875, PYSEC-2026-2876, PYSEC-2026-3721
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyarrow@23.0.0: 1 known vulnerabilityPYSEC-2026-113
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyasn1@0.6.2: 8 known vulnerabilitiesPYSEC-2026-2263, PYSEC-2026-3455, PYSEC-2026-3456, PYSEC-2026-3457, GHSA-2qm8-x737-gmw5 +3 more
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pypdf@6.7.0: 60 known vulnerabilitiesPYSEC-2026-3004, PYSEC-2026-3005, PYSEC-2026-3006, PYSEC-2026-3007, PYSEC-2026-3009 +55 more
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.soupsieve@2.8.3: 4 known vulnerabilitiesPYSEC-2026-3071, PYSEC-2026-3072, PYSEC-2026-4170, PYSEC-2026-4171
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.starlette@0.50.0: 5 known vulnerabilitiesPYSEC-2026-161, PYSEC-2026-2280, PYSEC-2026-2281, PYSEC-2026-248, PYSEC-2026-249
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.torch@2.10.0: 2 known vulnerabilitiesPYSEC-2026-139, GHSA-rrmf-rvhw-rf47
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.urllib3@2.6.3: 5 known vulnerabilitiesPYSEC-2026-141, PYSEC-2026-142, PYSEC-2026-4175, PYSEC-2026-4176, PYSEC-2026-4177
backend/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@1.26.0: 7 known vulnerabilitiesPYSEC-2026-3481, PYSEC-2026-3482, PYSEC-2026-3483, GHSA-5h93-6whr-6q8j, GHSA-84m7-p3x7-pcfv +2 more
mcp/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.22: 6 known vulnerabilitiesPYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038, PYSEC-2026-3039, PYSEC-2026-3040 +1 more
mcp/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
mcp/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.@clerk/clerk-react@5.61.1: 1 known vulnerabilityGHSA-w24r-5266-9c3c
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.@hono/node-server@1.19.2: 3 known vulnerabilitiesGHSA-92pp-h63x-v22m, GHSA-frvp-7c67-39w9, GHSA-wc8c-qw6v-h7f6
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.@langchain/core@0.3.75: 1 known vulnerabilityGHSA-r399-636x-v7f6
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.@remix-run/router@1.23.0: 2 known vulnerabilitiesGHSA-2j2x-hqr9-3h42, GHSA-2w69-qvjg-hvjx
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.brace-expansion@1.1.12: 7 known vulnerabilitiesGHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-f886-m6hf-6m8v, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr +2 more
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.brace-expansion@2.0.2: 7 known vulnerabilitiesGHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-f886-m6hf-6m8v, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr +2 more
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.browserslist@4.26.0: 2 known vulnerabilitiesGHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fflate@0.8.2: 1 known vulnerabilityGHSA-px8p-9vwx-vf98
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.flatted@3.3.3: 2 known vulnerabilitiesGHSA-25h7-pfq9-p65f, GHSA-rf6f-7fwh-wjgh
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.hono@4.9.7: 42 known vulnerabilitiesGHSA-26pp-8wgv-hjvm, GHSA-2gcr-mfcq-wcc3, GHSA-3hrh-pfw6-9m5x, GHSA-3vhc-576x-3qv4, GHSA-458j-xx4x-4375 +37 more
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.js-cookie@3.0.5: 1 known vulnerabilityGHSA-qjx8-664m-686j
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.js-yaml@4.1.0: 5 known vulnerabilitiesGHSA-2883-xcg3-v3hh, GHSA-52cp-r559-cp3m, GHSA-5p4m-2wfm-xmqj, GHSA-h67p-54hq-rp68, GHSA-mh29-5h37-fv8m
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langsmith@0.2.15: 3 known vulnerabilitiesGHSA-3644-q5cj-c5c7, GHSA-fw9q-39r9-c252, GHSA-rr7j-v2q5-chgv
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langsmith@0.3.68: 4 known vulnerabilitiesGHSA-3644-q5cj-c5c7, GHSA-fw9q-39r9-c252, GHSA-rr7j-v2q5-chgv, GHSA-v34v-rq6j-cj6p
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.lodash@4.17.21: 2 known vulnerabilitiesGHSA-r5fr-rjxr-66jc, GHSA-xxjr-mmjv-4gpg
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.minimatch@3.1.2: 3 known vulnerabilitiesGHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.minimatch@9.0.5: 4 known vulnerabilitiesGHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj, GHSA-g3hv-75wg-m249
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nanoid@3.3.11: 3 known vulnerabilitiesGHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8, GHSA-xwg4-73v4-xw9w
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.picomatch@2.3.1: 2 known vulnerabilitiesGHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.picomatch@4.0.3: 2 known vulnerabilitiesGHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.postcss@8.5.6: 4 known vulnerabilitiesGHSA-6g55-p6wh-862q, GHSA-fxqj-rqcc-2cmp, GHSA-qx2v-qp2m-jg93, GHSA-r28c-9q8g-f849
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.rollup@4.50.1: 1 known vulnerabilityGHSA-mw96-cpmx-2vgc
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.source-map-js@1.2.1: 1 known vulnerabilityGHSA-68fv-2mgg-jv7q
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.undici@7.21.0: 32 known vulnerabilitiesGHSA-2gqq-gqf2-x968, GHSA-2jfj-6hjv-fm6j, GHSA-2m5v-pch6-74hx, GHSA-2mjp-6q6p-2qxm, GHSA-35p6-xmwp-9g52 +27 more
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.uuid@10.0.0: 1 known vulnerabilityGHSA-w5hq-g745-h8pq
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.uuid@11.1.0: 1 known vulnerabilityGHSA-w5hq-g745-h8pq
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.uuid@9.0.1: 1 known vulnerabilityGHSA-w5hq-g745-h8pq
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.vite@6.3.6: 10 known vulnerabilitiesGHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-93m4-6634-74q7, GHSA-9jrq-w75r-8gcw +5 more
web/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.zod@3.25.76: 1 known vulnerabilityGHSA-mrhx-c7xc-m3w5
web/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.filelock@3.20.3: 2 known vulnerabilitiesGHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.h2@4.3.0: 1 known vulnerabilityPYSEC-2026-3628
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.hpack@4.1.0: 1 known vulnerabilityPYSEC-2026-4053
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.idna@3.11: 2 known vulnerabilitiesPYSEC-2026-215, PYSEC-2026-215
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.langchain@1.2.7: 1 known vulnerabilityPYSEC-2026-2192
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.langchain-openai@1.1.7: 1 known vulnerabilityPYSEC-2026-76
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.langchain-text-splitters@1.1.0: 1 known vulnerabilityPYSEC-2026-77
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.langgraph-checkpoint@4.0.0: 1 known vulnerabilityPYSEC-2026-2573
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.multidict@6.7.1: 1 known vulnerabilityPYSEC-2026-4244
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.opentelemetry-api@1.39.1: 1 known vulnerabilityGHSA-xcq7-p3pf-p88h
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pydantic-settings@2.12.0: 1 known vulnerabilityGHSA-4xgf-cpjx-pc3j
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pygments@2.19.2: 2 known vulnerabilitiesPYSEC-2026-2987, PYSEC-2026-2987
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pytest@9.0.2: 1 known vulnerabilityPYSEC-2026-1845
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.python-dotenv@1.2.1: 2 known vulnerabilitiesPYSEC-2026-2270, PYSEC-2026-2270
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.requests@2.32.5: 1 known vulnerabilityPYSEC-2026-2275
backend/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
backend/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pydantic-settings@2.13.1: 1 known vulnerabilityGHSA-4xgf-cpjx-pc3j
mcp/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.@babel/core@7.28.4: 1 known vulnerabilityGHSA-4x5r-pxfx-6jf8
web/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.@humanfs/node@0.16.7: 1 known vulnerabilityGHSA-p498-v437-472g
web/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.@vitest/mocker@4.0.18: 2 known vulnerabilitiesGHSA-82fw-gwwq-j7x9, GHSA-qxg6-89mg-rqv8
web/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.ajv@6.12.6: 1 known vulnerabilityGHSA-2g4f-4pwh-qvx6
web/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.baseline-browser-mapping@2.8.3: 1 known vulnerabilityGHSA-w5vr-8v7q-w6rv
web/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.katex@0.16.22: 1 known vulnerabilityGHSA-238p-pmpm-9mq7
web/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.mdast-util-to-hast@13.2.0: 1 known vulnerabilityGHSA-4fh9-h7wg-q85m
web/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.postcss-selector-parser@7.1.0: 2 known vulnerabilitiesGHSA-rj75-hqrm-r3gf, GHSA-w9m9-85wc-3x92
web/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.prismjs@1.27.0: 1 known vulnerabilityGHSA-x7hr-w5r2-h6wg
web/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.react-router@6.30.1: 4 known vulnerabilitiesGHSA-2j2x-hqr9-3h42, GHSA-337j-9hxr-rhxg, GHSA-9jcx-v3wj-wh4m, GHSA-wrjc-x8rr-h8h6
web/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.yaml@2.8.1: 1 known vulnerabilityGHSA-48c2-rrv3-qjmp
web/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
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