Unstract MCP Server

by Zipstack• 7.4k•• Scanned•Claim this listing•Request removal
Web Scraping & Dataai agentsdata engineeringdocument aigenerative aiidp

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

Unstract is an open-source mcp server by Zipstack, written mainly in Python, with 7,384 GitHub stars and the AGPL-3.0 license. Its code was last updated Oct 30, 2026.

Scan summary: scanned Nov 5, 2026 at commit 2043f0d. Seen able to connect to the internet. Scan policy

Scanned
Full scan at 2043f0d · Nov 5, 2026
Scanned
Static code scanwarn
Secrets scanfail
Dependency audit1171 known vulnerabilitiesfail
Manifestnonewarn
Buildfail
Boot & handshaken/a
Network egresswarn
Reproducible (×3)n/a

Findings (128)

  • high
    exfiltration issue
    Details are available to the maintainer after claiming this listing.
  • high
    exfiltration issue
    Details are available to the maintainer after claiming this listing.
  • high
    exfiltration issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • medium
    aiohttp@3.14.3: 72 known vulnerabilities
    GHSA-2g87-pp6c-29x5, GHSA-494j-54xm-rwp3, GHSA-5wr8-gcqf-gqf3, GHSA-6cjc-53gc-5rqm, GHSA-9xw5-w5jj-pvcg +67 more
    backend/uv.lock
  • medium
    banks@2.4.2: 36 known vulnerabilities
    PYSEC-2026-3810, PYSEC-2026-4201, PYSEC-2026-4202, GHSA-64vx-6h2c-rjh7, PYSEC-2026-3810 +31 more
    backend/uv.lock
  • medium
    cryptography@48.0.1: 27 known vulnerabilities
    PYSEC-2026-3552, PYSEC-2026-3553, PYSEC-2026-3554, PYSEC-2026-3552, PYSEC-2026-3553 +22 more
    backend/uv.lock
  • medium
    django@4.2.30: 8 known vulnerabilities
    PYSEC-2026-3717, PYSEC-2026-4035, GHSA-3h9f-r86x-qvjx, GHSA-8cjm-8mp7-r2xf, GHSA-8qcx-xf44-272x +3 more
    backend/uv.lock
  • medium
    djangorestframework@3.17.1: 5 known vulnerabilities
    PYSEC-2026-3827, PYSEC-2026-3828, GHSA-33wh-fxxf-88vv, GHSA-3547-9m27-7rxg, GHSA-xw6w-gcfp-cf8m
    backend/uv.lock
  • medium
    filelock@3.25.0: 18 known vulnerabilities
    GHSA-567q-5qvw-pf92, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-9vhv-jxww-xfm5, GHSA-cwqr-hh33-gh44 +13 more
    backend/uv.lock
  • medium
    httplib2@0.31.2: 3 known vulnerabilities
    PYSEC-2026-3444, PYSEC-2026-3444, PYSEC-2026-3444
    backend/uv.lock
  • medium
    oauthlib@3.3.1: 20 known vulnerabilities
    PYSEC-2026-4113, PYSEC-2026-4114, GHSA-3jp2-3mrg-2vxc, GHSA-7984-qgvg-3j9c, PYSEC-2026-4113 +15 more
    backend/uv.lock
  • medium
    protobuf@4.25.8: 2 known vulnerabilities
    PYSEC-2026-1805, PYSEC-2026-1805
    backend/uv.lock
  • medium
    pyasn1@0.6.3: 42 known vulnerabilities
    PYSEC-2026-3455, PYSEC-2026-3456, PYSEC-2026-3457, GHSA-2qm8-x737-gmw5, GHSA-9m75-vc3g-4x39 +37 more
    backend/uv.lock
  • medium
    pydrive2@1.15.4: 4 known vulnerabilities
    PYSEC-2023-291, PYSEC-2023-291, PYSEC-2023-291, PYSEC-2023-291
    backend/uv.lock
  • medium
    pypdf@6.13.3: 288 known vulnerabilities
    PYSEC-2026-3610, PYSEC-2026-3611, PYSEC-2026-3612, PYSEC-2026-3613, PYSEC-2026-3655 +283 more
    backend/uv.lock
  • medium
    social-auth-core@4.4.2: 7 known vulnerabilities
    PYSEC-2026-4165, PYSEC-2026-4166, PYSEC-2026-4167, PYSEC-2026-4168, PYSEC-2026-4169 +2 more
    backend/uv.lock
  • medium
    soupsieve@2.8.3: 12 known vulnerabilities
    PYSEC-2026-3071, PYSEC-2026-3072, PYSEC-2026-4170, PYSEC-2026-4171, PYSEC-2026-3071 +7 more
    backend/uv.lock
  • medium
    sqlparse@0.5.5: 5 known vulnerabilities
    PYSEC-2026-3696, PYSEC-2026-3697, PYSEC-2026-3698, PYSEC-2026-3699, PYSEC-2026-3923
    backend/uv.lock
  • medium
    urllib3@2.7.0: 42 known vulnerabilities
    PYSEC-2026-4175, PYSEC-2026-4176, PYSEC-2026-4177, PYSEC-2026-4175, PYSEC-2026-4176 +37 more
    backend/uv.lock
  • medium
    axios@1.16.0: 20 known vulnerabilities
    GHSA-3pq3-5fj3-cg6v, GHSA-42h9-826w-cgv3, GHSA-44g4-m2mj-wpvx, GHSA-4hqw-qxg8-jxx2, GHSA-542g-h47m-68v8 +15 more
    frontend/bun.lock
  • medium
    brace-expansion@1.1.12: 7 known vulnerabilities
    GHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-f886-m6hf-6m8v, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr +2 more
    frontend/bun.lock
  • medium
    browserslist@4.28.1: 2 known vulnerabilities
    GHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx
    frontend/bun.lock
  • medium
    dompurify@3.2.7: 21 known vulnerabilities
    GHSA-39q2-94rc-95cp, GHSA-55q2-fjhq-7xh7, GHSA-6688-9rhm-gjv2, GHSA-76mc-f452-cxcm, GHSA-c2j3-45gr-mqc4 +16 more
    frontend/bun.lock
  • medium
    dompurify@3.3.1: 21 known vulnerabilities
    GHSA-39q2-94rc-95cp, GHSA-55q2-fjhq-7xh7, GHSA-6688-9rhm-gjv2, GHSA-76mc-f452-cxcm, GHSA-c2j3-45gr-mqc4 +16 more
    frontend/bun.lock
  • medium
    fast-uri@3.1.0: 12 known vulnerabilities
    GHSA-333x-w4r6-6crp, GHSA-4c8g-83qw-93j6, GHSA-7p8r-x3mc-p8w7, GHSA-f65p-4m7j-42xc, GHSA-hrr3-gc8f-f4qj +7 more
    frontend/bun.lock
  • medium
    fflate@0.4.8: 1 known vulnerability
    GHSA-px8p-9vwx-vf98
    frontend/bun.lock
  • medium
    follow-redirects@1.16.0: 3 known vulnerabilities
    GHSA-8r9p-f939-6h3c, GHSA-mrwp-f3q8-3g9p, GHSA-q3jh-wrc6-jgq8
    frontend/bun.lock
  • medium
    form-data@4.0.5: 1 known vulnerability
    GHSA-hmw2-7cc7-3qxx
    frontend/bun.lock
  • medium
    happy-dom@20.10.2: 3 known vulnerabilities
    GHSA-5fpq-26gf-qwcr, GHSA-834v-8h66-3h79, GHSA-c8p4-j97h-3vg8
    frontend/bun.lock
  • medium
    immutable@4.3.8: 2 known vulnerabilities
    GHSA-v56q-mh7h-f735, GHSA-xvcm-6775-5m9r
    frontend/bun.lock
  • medium
    js-yaml@4.1.1: 4 known vulnerabilities
    GHSA-2883-xcg3-v3hh, GHSA-52cp-r559-cp3m, GHSA-5p4m-2wfm-xmqj, GHSA-h67p-54hq-rp68
    frontend/bun.lock
  • medium
    js-yaml@4.3.1: 1 known vulnerability
    GHSA-2883-xcg3-v3hh
    frontend/bun.lock
  • medium
    minimatch@3.1.2: 3 known vulnerabilities
    GHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj
    frontend/bun.lock
  • medium
    nanoid@3.3.11: 3 known vulnerabilities
    GHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8, GHSA-xwg4-73v4-xw9w
    frontend/bun.lock
  • medium
    nanoid@3.3.16: 1 known vulnerability
    GHSA-2v37-7h3g-55p8
    frontend/bun.lock
  • medium
    pdfjs-dist@3.11.174: 1 known vulnerability
    GHSA-wgrm-67xf-hhpq
    frontend/bun.lock
  • medium
    picomatch@4.0.3: 2 known vulnerabilities
    GHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj
    frontend/bun.lock
  • medium
    postcss@8.5.6: 4 known vulnerabilities
    GHSA-6g55-p6wh-862q, GHSA-fxqj-rqcc-2cmp, GHSA-qx2v-qp2m-jg93, GHSA-r28c-9q8g-f849
    frontend/bun.lock
  • medium
    rollup@4.57.0: 1 known vulnerability
    GHSA-mw96-cpmx-2vgc
    frontend/bun.lock
  • medium
    socket.io-parser@4.2.6: 1 known vulnerability
    GHSA-2m8v-j782-fhvr
    frontend/bun.lock
  • medium
    source-map-js@1.2.1: 1 known vulnerability
    GHSA-68fv-2mgg-jv7q
    frontend/bun.lock
  • medium
    uuid@9.0.1: 1 known vulnerability
    GHSA-w5hq-g745-h8pq
    frontend/bun.lock
  • medium
    vite@7.3.5: 5 known vulnerabilities
    GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-r825-w8mm-5pxw, GHSA-rq7h-c2jc-7f22
    frontend/bun.lock
  • medium
    ws@8.18.3: 2 known vulnerabilities
    GHSA-58qx-3vcg-4xpx, GHSA-96hv-2xvq-fx4p
    frontend/bun.lock
  • medium
    pdfminer-six@20250506: 4 known vulnerabilities
    PYSEC-2026-1761, PYSEC-2026-1762, PYSEC-2026-1761, PYSEC-2026-1762
    platform-service/uv.lock
  • medium
    soupsieve@2.8: 8 known vulnerabilities
    PYSEC-2026-3071, PYSEC-2026-3072, PYSEC-2026-4170, PYSEC-2026-4171, PYSEC-2026-3071 +3 more
    platform-service/uv.lock
  • medium
    httplib2@0.22.0: 1 known vulnerability
    PYSEC-2026-3444
    unstract/connectors/uv.lock
  • medium
    oauthlib@3.2.2: 3 known vulnerabilities
    PYSEC-2026-4113, PYSEC-2026-4114, GHSA-7984-qgvg-3j9c
    unstract/connectors/uv.lock
  • medium
    protobuf@4.25.9: 2 known vulnerabilities
    PYSEC-2026-1805, PYSEC-2026-1805
    unstract/connectors/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
    unstract/filesystem/uv.lock
  • medium
    soupsieve@2.6: 12 known vulnerabilities
    PYSEC-2026-3071, PYSEC-2026-3072, PYSEC-2026-4170, PYSEC-2026-4171, PYSEC-2026-3071 +7 more
    unstract/filesystem/uv.lock
  • medium
    virtualenv@20.36.1: 19 known vulnerabilities
    PYSEC-2026-4011, PYSEC-2026-4012, PYSEC-2026-4013, PYSEC-2026-4014, GHSA-394h-qwmc-48pf +14 more
    unstract/sdk1/uv.lock
  • medium
    filelock@3.29.0: 9 known vulnerabilities
    GHSA-567q-5qvw-pf92, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-9vhv-jxww-xfm5, GHSA-cwqr-hh33-gh44 +4 more
    uv.lock
  • medium
    joserfc@1.6.5: 4 known vulnerabilities
    PYSEC-2026-2528, PYSEC-2026-2530, GHSA-9pg5-8c7x-5hfx, GHSA-jpxq-7h8p-2q76
    uv.lock
  • medium
    python-engineio@4.13.1: 4 known vulnerabilities
    PYSEC-2026-3032, PYSEC-2026-3033, PYSEC-2026-3032, PYSEC-2026-3033
    uv.lock
  • medium
    python-socketio@5.16.1: 2 known vulnerabilities
    PYSEC-2026-3042, PYSEC-2026-3042
    uv.lock
  • medium
    virtualenv@21.3.3: 19 known vulnerabilities
    PYSEC-2026-4011, PYSEC-2026-4012, PYSEC-2026-4013, PYSEC-2026-4014, GHSA-394h-qwmc-48pf +14 more
    uv.lock
  • medium
    black@26.3.1: 1 known vulnerability
    GHSA-cg8m-r9f2-5wm2
    workers/uv.lock
  • medium
    Install or build failed in a clean environment
    ude` 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
  • medium
    Install contacted hosts other than package registries
    releases.astral.sh
  • low
    Possible example credential in docs/tests: generic-api-key
    backend/mcp_server/tests/test_no_credential_leak.py:57
  • low
    Possible example credential in docs/tests: generic-api-key
    2 matches in this file
    frontend/src/components/deployments/manage-keys/ManageKeys.test.jsx:34
  • low
    Possible example credential in docs/tests: curl-auth-header
    6 matches in this file
    docs/agent-kv-api.md:391
  • low
    Possible example credential in docs/tests: generic-api-key
    frontend/src/components/ui/shims/testid-forwarding.test.jsx:224
  • low
    Possible example credential in docs/tests: generic-api-key
    frontend/src/components/pipelines-or-deployments/notification-modal/CreateNotification.test.jsx:11
  • low
    azure-identity@1.16.0: 1 known vulnerability
    PYSEC-2026-1209
    backend/uv.lock
  • low
    h2@4.3.0: 9 known vulnerabilities
    PYSEC-2026-3628, PYSEC-2026-3628, PYSEC-2026-3628, PYSEC-2026-3628, PYSEC-2026-3628 +4 more
    backend/uv.lock
  • low
    hpack@4.1.0: 9 known vulnerabilities
    PYSEC-2026-4053, PYSEC-2026-4053, PYSEC-2026-4053, PYSEC-2026-4053, PYSEC-2026-4053 +4 more
    backend/uv.lock
  • low
    multidict@6.7.1: 3 known vulnerabilities
    PYSEC-2026-4244, PYSEC-2026-4244, PYSEC-2026-4244
    backend/uv.lock
  • low
    opentelemetry-api@1.39.1: 2 known vulnerabilities
    GHSA-xcq7-p3pf-p88h, GHSA-xcq7-p3pf-p88h
    backend/uv.lock
  • low
    pygments@2.19.2: 6 known vulnerabilities
    PYSEC-2026-2987, PYSEC-2026-2987, PYSEC-2026-2987, PYSEC-2026-2987, PYSEC-2026-2987 +1 more
    backend/uv.lock
  • low
    pynacl@1.6.0: 2 known vulnerabilities
    PYSEC-2026-3002, PYSEC-2026-3002
    backend/uv.lock
  • low
    setuptools@82.0.0: 6 known vulnerabilities
    PYSEC-2026-3447, GHSA-xmj3-9gf7-h52w, PYSEC-2026-3447, GHSA-xmj3-9gf7-h52w, PYSEC-2026-3447 +1 more
    backend/uv.lock
  • low
    social-auth-app-django@5.3.0: 2 known vulnerabilities
    PYSEC-2026-1931, PYSEC-2026-1932
    backend/uv.lock
  • low
    tinytag@2.2.1: 5 known vulnerabilities
    GHSA-24cc-9352-h2pg, GHSA-24cc-9352-h2pg, GHSA-24cc-9352-h2pg, GHSA-24cc-9352-h2pg, GHSA-24cc-9352-h2pg
    backend/uv.lock
  • low
    ujson@5.12.1: 8 known vulnerabilities
    PYSEC-2026-2294, PYSEC-2026-2294, PYSEC-2026-2294, PYSEC-2026-2294, PYSEC-2026-2294 +3 more
    backend/uv.lock
  • low
    @babel/core@7.28.6: 1 known vulnerability
    GHSA-4x5r-pxfx-6jf8
    frontend/bun.lock
  • low
    @opentelemetry/core@2.2.0: 1 known vulnerability
    GHSA-8988-4f7v-96qf
    frontend/bun.lock
  • low
    @opentelemetry/core@2.5.0: 1 known vulnerability
    GHSA-8988-4f7v-96qf
    frontend/bun.lock
  • low
    @protobufjs/utf8@1.1.0: 1 known vulnerability
    GHSA-q6x5-8v7m-xcrf
    frontend/bun.lock
  • low
    @remix-run/router@1.23.2: 1 known vulnerability
    GHSA-2j2x-hqr9-3h42
    frontend/bun.lock
  • low
    @vitest/mocker@3.2.6: 2 known vulnerabilities
    GHSA-82fw-gwwq-j7x9, GHSA-qxg6-89mg-rqv8
    frontend/bun.lock
  • low
    ajv@8.17.1: 1 known vulnerability
    GHSA-2g4f-4pwh-qvx6
    frontend/bun.lock
  • low
    baseline-browser-mapping@2.9.19: 1 known vulnerability
    GHSA-w5vr-8v7q-w6rv
    frontend/bun.lock
  • low
    glob@10.5.0: 1 known vulnerability
    GHSA-3g3m-2fjr-6pw4
    frontend/bun.lock
  • low
    json-2-csv@5.5.10: 1 known vulnerability
    GHSA-g27c-q7cp-mhx6
    frontend/bun.lock
  • low
    minimatch@10.2.6: 1 known vulnerability
    GHSA-g3hv-75wg-m249
    frontend/bun.lock
  • low
    minimatch@9.0.9: 1 known vulnerability
    GHSA-g3hv-75wg-m249
    frontend/bun.lock
  • low
    moment@2.30.1: 1 known vulnerability
    GHSA-4p3w-j4w9-5jqw
    frontend/bun.lock
  • low
    postcss-selector-parser@6.0.10: 1 known vulnerability
    GHSA-rj75-hqrm-r3gf
    frontend/bun.lock
  • low
    react-router@6.30.3: 3 known vulnerabilities
    GHSA-2j2x-hqr9-3h42, GHSA-337j-9hxr-rhxg, GHSA-wrjc-x8rr-h8h6
    frontend/bun.lock
  • low
    react-router-dom@6.30.3: 1 known vulnerability
    GHSA-jjmj-jmhj-qwj2
    frontend/bun.lock
  • low
    vitest@3.2.6: 1 known vulnerability
    GHSA-82fw-gwwq-j7x9
    frontend/bun.lock
  • low
    yaml@1.10.2: 1 known vulnerability
    GHSA-48c2-rrv3-qjmp
    frontend/bun.lock
  • low
    filelock@3.20.3: 12 known vulnerabilities
    GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-69hj-f68j-2879 +7 more
    platform-service/uv.lock
  • low
    opentelemetry-api@1.37.0: 1 known vulnerability
    GHSA-xcq7-p3pf-p88h
    platform-service/uv.lock
  • low
    setuptools@80.9.0: 12 known vulnerabilities
    PYSEC-2026-3447, GHSA-xmj3-9gf7-h52w, PYSEC-2026-3447, GHSA-xmj3-9gf7-h52w, PYSEC-2026-3447 +7 more
    platform-service/uv.lock
  • low
    werkzeug@3.1.6: 4 known vulnerabilities
    PYSEC-2026-4312, PYSEC-2026-4312, PYSEC-2026-4312, PYSEC-2026-4312
    platform-service/uv.lock
  • low
    opentelemetry-api@1.34.1: 1 known vulnerability
    GHSA-xcq7-p3pf-p88h
    runner/uv.lock
  • low
    opentelemetry-api@1.32.0: 1 known vulnerability
    GHSA-xcq7-p3pf-p88h
    tool-sidecar/uv.lock
  • low
    pynacl@1.5.0: 2 known vulnerabilities
    PYSEC-2026-3002, PYSEC-2026-3002
    unstract/connectors/uv.lock
  • low
    setuptools@80.10.2: 2 known vulnerabilities
    PYSEC-2026-3447, GHSA-xmj3-9gf7-h52w
    unstract/connectors/uv.lock
  • low
    opentelemetry-api@1.45.0: 1 known vulnerability
    GHSA-xcq7-p3pf-p88h
    unstract/sdk1/uv.lock
  • low
    setuptools@82.0.1: 2 known vulnerabilities
    PYSEC-2026-3447, GHSA-xmj3-9gf7-h52w
    uv.lock
  • low
    opentelemetry-api@1.31.1: 1 known vulnerability
    GHSA-xcq7-p3pf-p88h
    x2text-service/uv.lock
  • low
    setuptools@78.1.1: 2 known vulnerabilities
    PYSEC-2026-3447, GHSA-xmj3-9gf7-h52w
    x2text-service/uv.lock
  • low
    No manifest declaring network access and environment variables (agent.json)

Network activity

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files.pythonhosted.orgpypi.orgreleases.astral.sh
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