AI Engineering Hub MCP Server

by patchy631• 40k•• Scanned•Claim this listing•Request removal
Learning Resourcesagentsaillmsmachine learningmcp

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

AI Engineering Hub is an open-source mcp server by patchy631, written mainly in Jupyter Notebook, with 39,766 GitHub stars and the MIT license. Its code was last updated Nov 1, 2026.

Scan summary: scanned Nov 5, 2026 at commit 042aeb5. Seen able to run dynamic code, connect to the internet. Scan policy

Scanned
Full scan at 042aeb5 · Nov 5, 2026
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Dependency audit11791 known vulnerabilitiesfail
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Buildn/a
Boot & handshaken/a
Network egressn/a
Reproducible (×3)n/a

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  • medium
    Turns off TLS certificate checking, allowing traffic interception.
    book-writer-flow/book_flow/book_writing_flow/src/book_writing_flow/tools/custom_tool.py:40
  • medium
    Turns off TLS certificate checking, allowing traffic interception.
    brand-monitoring/brand_monitoring_flow/src/brand_monitoring_flow/tools/custom_tool.py:41
  • medium
    Turns off TLS certificate checking, allowing traffic interception.
    mcp-agentic-rag/server.py:76
  • medium
    crewai-tools@0.40.1: 1 known vulnerability
    PYSEC-2026-3819
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    cryptography@44.0.2: 12 known vulnerabilities
    PYSEC-2026-2141, PYSEC-2026-35, PYSEC-2026-3552, PYSEC-2026-3553, PYSEC-2026-3554 +7 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    fsspec@2025.3.2: 8 known vulnerabilities
    PYSEC-2026-4217, PYSEC-2026-4217, PYSEC-2026-4217, PYSEC-2026-4217, PYSEC-2026-4217 +3 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    json-repair@0.41.1: 1 known vulnerability
    GHSA-xf7x-x43h-rpqh
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    langchain@0.3.23: 4 known vulnerabilities
    PYSEC-2026-2192, PYSEC-2026-2555, PYSEC-2026-2192, PYSEC-2026-2555
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    langchain-community@0.3.21: 2 known vulnerabilities
    PYSEC-2026-1515, PYSEC-2026-1515
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    langchain-text-splitters@0.3.8: 12 known vulnerabilities
    PYSEC-2026-1520, PYSEC-2026-77, PYSEC-2026-1520, PYSEC-2026-77, PYSEC-2026-1520 +7 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    langsmith@0.3.31: 3 known vulnerabilities
    PYSEC-2026-2582, PYSEC-2026-2583, GHSA-f4xh-w4cj-qxq8
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    mako@1.3.10: 15 known vulnerabilities
    PYSEC-2026-2617, PYSEC-2026-4243, PYSEC-2026-88, PYSEC-2026-2617, PYSEC-2026-4243 +10 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    mcp@1.6.0: 15 known vulnerabilities
    PYSEC-2026-1616, PYSEC-2026-1617, PYSEC-2026-1618, PYSEC-2026-3482, PYSEC-2026-3483 +10 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    mem0ai@0.1.91: 5 known vulnerabilities
    PYSEC-2026-2633, PYSEC-2026-2634, PYSEC-2026-2635, PYSEC-2026-2636, GHSA-5324-3w58-qpp2
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    oauthlib@3.2.2: 9 known vulnerabilities
    PYSEC-2026-4113, PYSEC-2026-4114, GHSA-7984-qgvg-3j9c, PYSEC-2026-4113, PYSEC-2026-4114 +4 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    orjson@3.10.16: 2 known vulnerabilities
    PYSEC-2026-107, PYSEC-2026-107
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    pdfminer-six@20250327: 6 known vulnerabilities
    PYSEC-2026-1761, PYSEC-2026-1762, PYSEC-2026-1761, PYSEC-2026-1762, PYSEC-2026-1761 +1 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    protobuf@5.29.4: 24 known vulnerabilities
    PYSEC-2026-1805, PYSEC-2026-1806, PYSEC-2026-1805, PYSEC-2026-1806, PYSEC-2026-1805 +19 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    pyarrow@19.0.1: 6 known vulnerabilities
    PYSEC-2026-113, PYSEC-2026-113, PYSEC-2026-113, PYSEC-2026-113, PYSEC-2026-113 +1 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    pyasn1@0.6.1: 153 known vulnerabilities
    PYSEC-2026-1810, PYSEC-2026-2263, PYSEC-2026-3455, PYSEC-2026-3456, PYSEC-2026-3457 +148 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    pypdf@5.4.0: 469 known vulnerabilities
    PYSEC-2026-1827, PYSEC-2026-1828, PYSEC-2026-1829, PYSEC-2026-1830, PYSEC-2026-1831 +464 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    setuptools@78.1.0: 15 known vulnerabilities
    PYSEC-2025-49, PYSEC-2026-3447, GHSA-xmj3-9gf7-h52w, PYSEC-2025-49, PYSEC-2026-3447 +10 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    soupsieve@2.6: 28 known vulnerabilities
    PYSEC-2026-3071, PYSEC-2026-3072, PYSEC-2026-4170, PYSEC-2026-4171, PYSEC-2026-3071 +23 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    starlette@0.45.3: 14 known vulnerabilities
    PYSEC-2026-161, PYSEC-2026-1941, PYSEC-2026-1942, PYSEC-2026-2280, PYSEC-2026-2281 +9 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    tornado@6.4.2: 198 known vulnerabilities
    PYSEC-2025-265, PYSEC-2025-266, PYSEC-2025-267, PYSEC-2026-140, PYSEC-2026-1974 +193 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    urllib3@2.4.0: 80 known vulnerabilities
    PYSEC-2026-141, PYSEC-2026-1994, PYSEC-2026-1996, PYSEC-2026-1997, PYSEC-2026-1998 +75 more
    Multi-Agent-deep-researcher-mcp-windows-linux/uv.lock
  • medium
    fsspec@2025.5.1: 9 known vulnerabilities
    PYSEC-2026-4217, PYSEC-2026-4217, PYSEC-2026-4217, PYSEC-2026-4217, PYSEC-2026-4217 +4 more
    agent-with-mcp-memory/uv.lock
  • medium
    json-repair@0.47.4: 1 known vulnerability
    GHSA-xf7x-x43h-rpqh
    agent-with-mcp-memory/uv.lock
  • medium
    mcp@1.10.1: 14 known vulnerabilities
    PYSEC-2026-1617, PYSEC-2026-3482, PYSEC-2026-3483, GHSA-5h93-6whr-6q8j, GHSA-84m7-p3x7-pcfv +9 more
    agent-with-mcp-memory/uv.lock
  • medium
    oauthlib@3.3.1: 48 known vulnerabilities
    PYSEC-2026-4113, PYSEC-2026-4114, GHSA-3jp2-3mrg-2vxc, GHSA-7984-qgvg-3j9c, PYSEC-2026-4113 +43 more
    agent-with-mcp-memory/uv.lock
  • medium
    orjson@3.10.18: 5 known vulnerabilities
    PYSEC-2026-107, PYSEC-2026-107, PYSEC-2026-107, PYSEC-2026-107, PYSEC-2026-107
    agent-with-mcp-memory/uv.lock
  • medium
    pdfminer-six@20250506: 16 known vulnerabilities
    PYSEC-2026-1761, PYSEC-2026-1762, PYSEC-2026-1761, PYSEC-2026-1762, PYSEC-2026-1761 +11 more
    agent-with-mcp-memory/uv.lock
  • medium
    protobuf@5.29.5: 3 known vulnerabilities
    PYSEC-2026-1805, PYSEC-2026-1805, PYSEC-2026-1805
    agent-with-mcp-memory/uv.lock
  • medium
    pymdown-extensions@10.16: 12 known vulnerabilities
    PYSEC-2026-1825, PYSEC-2026-2999, PYSEC-2026-3609, PYSEC-2026-3654, PYSEC-2026-1825 +7 more
    agent-with-mcp-memory/uv.lock
  • medium
    python-multipart@0.0.20: 84 known vulnerabilities
    PYSEC-2026-1852, PYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038, PYSEC-2026-3039 +79 more
    agent-with-mcp-memory/uv.lock
  • medium
    starlette@0.47.1: 14 known vulnerabilities
    PYSEC-2026-161, PYSEC-2026-1941, PYSEC-2026-1942, PYSEC-2026-2280, PYSEC-2026-2281 +9 more
    agent-with-mcp-memory/uv.lock
  • medium
    tornado@6.5.1: 187 known vulnerabilities
    PYSEC-2025-265, PYSEC-2025-266, PYSEC-2025-267, PYSEC-2026-140, PYSEC-2026-2287 +182 more
    agent-with-mcp-memory/uv.lock
  • medium
    urllib3@2.5.0: 120 known vulnerabilities
    PYSEC-2026-141, PYSEC-2026-1994, PYSEC-2026-1996, PYSEC-2026-1998, PYSEC-2026-4175 +115 more
    agent-with-mcp-memory/uv.lock
  • medium
    virtualenv@20.31.2: 60 known vulnerabilities
    PYSEC-2026-2009, PYSEC-2026-4011, PYSEC-2026-4012, PYSEC-2026-4013, PYSEC-2026-4014 +55 more
    agent-with-mcp-memory/uv.lock
  • medium
    protobuf@6.33.2: 2 known vulnerabilities
    PYSEC-2026-1805, PYSEC-2026-1805
    ai-podcast-generator/uv.lock
  • medium
    pyarrow@22.0.0: 3 known vulnerabilities
    PYSEC-2026-113, PYSEC-2026-113, PYSEC-2026-113
    ai-podcast-generator/uv.lock
  • medium
    tornado@6.5.4: 28 known vulnerabilities
    PYSEC-2026-140, PYSEC-2026-2287, PYSEC-2026-3387, PYSEC-2026-3388, PYSEC-2026-3389 +23 more
    ai-podcast-generator/uv.lock
  • medium
    urllib3@2.6.2: 12 known vulnerabilities
    PYSEC-2026-141, PYSEC-2026-142, PYSEC-2026-1996, PYSEC-2026-4175, PYSEC-2026-4176 +7 more
    ai-podcast-generator/uv.lock
  • medium
    @hono/node-server@1.19.7: 3 known vulnerabilities
    GHSA-92pp-h63x-v22m, GHSA-frvp-7c67-39w9, GHSA-wc8c-qw6v-h7f6
    amazon-product-analysis-server/package-lock.json
  • medium
    @modelcontextprotocol/sdk@1.25.2: 7 known vulnerabilities
    GHSA-22jm-h49p-29qw, GHSA-345p-7cg4-v4c7, GHSA-46jr-4wx8-v453, GHSA-6prh-2h8m-c8cw, GHSA-6qxp-vccf-f47h +2 more
    amazon-product-analysis-server/package-lock.json
  • medium
    body-parser@2.2.2: 4 known vulnerabilities
    GHSA-27r3-jxmh-p828, GHSA-v422-hmwv-36x6, GHSA-27r3-jxmh-p828, GHSA-v422-hmwv-36x6
    amazon-product-analysis-server/package-lock.json
  • medium
    browserslist@4.28.1: 2 known vulnerabilities
    GHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx
    amazon-product-analysis-server/package-lock.json
  • medium
    fast-uri@3.1.0: 24 known vulnerabilities
    GHSA-333x-w4r6-6crp, GHSA-4c8g-83qw-93j6, GHSA-7p8r-x3mc-p8w7, GHSA-f65p-4m7j-42xc, GHSA-hrr3-gc8f-f4qj +19 more
    amazon-product-analysis-server/package-lock.json
  • medium
    fflate@0.4.8: 1 known vulnerability
    GHSA-px8p-9vwx-vf98
    amazon-product-analysis-server/package-lock.json
  • medium
    hono@4.11.3: 40 known vulnerabilities
    GHSA-26pp-8wgv-hjvm, GHSA-2gcr-mfcq-wcc3, GHSA-3hrh-pfw6-9m5x, GHSA-3vhc-576x-3qv4, GHSA-458j-xx4x-4375 +35 more
    amazon-product-analysis-server/package-lock.json
  • medium
    langsmith@0.4.5: 4 known vulnerabilities
    GHSA-3644-q5cj-c5c7, GHSA-fw9q-39r9-c252, GHSA-rr7j-v2q5-chgv, GHSA-v34v-rq6j-cj6p
    amazon-product-analysis-server/package-lock.json

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