Mirascope AI Agent

by Mirascope• 1.5k•• Scanned•Claim this listing•Request removal
Developer Toolsartificial intelligencedeveloper toolsllmllm agentllm tools

The LLM Anti-Framework

Mirascope is an open-source ai agent by Mirascope, written mainly in Python, with 1,535 GitHub stars and the MIT license. Its code was last updated Oct 27, 2026.

Scan summary: scanned Nov 5, 2026 at commit 0337c63. Seen able to run dynamic code. Scan policy

Scanned
Full scan at 0337c63 · Nov 5, 2026
Scanned Builds
Static code scanwarn
Secrets scanpass
Dependency audit487 known vulnerabilitiesfail
Manifestnonewarn
Buildpass
Boot & handshaken/a
Network egressn/a
Reproducible (×3)n/a

Findings (115)

  • high
    code-execution issue
    Details are available to the maintainer after claiming this listing.
  • high
    code-execution 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.
  • 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
    picomatch@2.3.1: 4 known vulnerabilities
    GHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj, GHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj
    bun.lock
  • medium
    datamodel-code-generator@0.53.0: 11 known vulnerabilities
    PYSEC-2026-3555, PYSEC-2026-3557, PYSEC-2026-3558, PYSEC-2026-3559, PYSEC-2026-3560 +6 more
    python/uv.lock
  • medium
    dnspython@2.8.0: 1 known vulnerability
    GHSA-45c3-73f7-pv4m
    python/uv.lock
  • medium
    fsspec@2026.1.0: 1 known vulnerability
    PYSEC-2026-4217
    python/uv.lock
  • medium
    mcp@1.26.0: 7 known vulnerabilities
    PYSEC-2026-3481, PYSEC-2026-3482, PYSEC-2026-3483, GHSA-5h93-6whr-6q8j, GHSA-84m7-p3x7-pcfv +2 more
    python/uv.lock
  • medium
    orjson@3.11.5: 1 known vulnerability
    GHSA-hx9q-6w63-j58v
    python/uv.lock
  • medium
    protobuf@6.33.4: 1 known vulnerability
    PYSEC-2026-1805
    python/uv.lock
  • medium
    pyasn1@0.6.2: 8 known vulnerabilities
    PYSEC-2026-2263, PYSEC-2026-3455, PYSEC-2026-3456, PYSEC-2026-3457, GHSA-2qm8-x737-gmw5 +3 more
    python/uv.lock
  • medium
    python-multipart@0.0.22: 6 known vulnerabilities
    PYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038, PYSEC-2026-3039, PYSEC-2026-3040 +1 more
    python/uv.lock
  • medium
    starlette@0.52.1: 5 known vulnerabilities
    PYSEC-2026-161, PYSEC-2026-2280, PYSEC-2026-2281, PYSEC-2026-248, PYSEC-2026-249
    python/uv.lock
  • medium
    urllib3@2.6.3: 5 known vulnerabilities
    PYSEC-2026-141, PYSEC-2026-142, PYSEC-2026-4175, PYSEC-2026-4176, PYSEC-2026-4177
    python/uv.lock
  • medium
    vcrpy@8.1.1: 1 known vulnerability
    GHSA-rpj2-4hq8-938g
    python/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
    python/uv.lock
  • medium
    @hono/node-server@1.19.9: 3 known vulnerabilities
    GHSA-92pp-h63x-v22m, GHSA-frvp-7c67-39w9, GHSA-wc8c-qw6v-h7f6
    typescript/bun.lock
  • medium
    @modelcontextprotocol/sdk@1.25.3: 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
    typescript/bun.lock
  • medium
    @opentelemetry/propagator-jaeger@2.5.0: 1 known vulnerability
    GHSA-45rx-2jwx-cxfr
    typescript/bun.lock
  • medium
    body-parser@2.2.2: 2 known vulnerabilities
    GHSA-27r3-jxmh-p828, GHSA-v422-hmwv-36x6
    typescript/bun.lock
  • medium
    brace-expansion@2.0.2: 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
    typescript/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
    typescript/bun.lock
  • medium
    hono@4.11.7: 34 known vulnerabilities
    GHSA-26pp-8wgv-hjvm, GHSA-2gcr-mfcq-wcc3, GHSA-3hrh-pfw6-9m5x, GHSA-458j-xx4x-4375, GHSA-5pq2-9x2x-5p6w +29 more
    typescript/bun.lock
  • medium
    lodash-es@4.17.23: 2 known vulnerabilities
    GHSA-f23m-r3pf-42rh, GHSA-r5fr-rjxr-66jc
    typescript/bun.lock
  • medium
    minimatch@9.0.5: 4 known vulnerabilities
    GHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj, GHSA-g3hv-75wg-m249
    typescript/bun.lock
  • medium
    nanoid@3.3.11: 6 known vulnerabilities
    GHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8, GHSA-xwg4-73v4-xw9w, GHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8 +1 more
    typescript/bun.lock
  • medium
    path-to-regexp@8.3.0: 2 known vulnerabilities
    GHSA-27v5-c462-wpq7, GHSA-j3q9-mxjg-w52f
    typescript/bun.lock
  • medium
    picomatch@4.0.3: 4 known vulnerabilities
    GHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj, GHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj
    typescript/bun.lock
  • medium
    postcss@8.5.6: 8 known vulnerabilities
    GHSA-6g55-p6wh-862q, GHSA-fxqj-rqcc-2cmp, GHSA-qx2v-qp2m-jg93, GHSA-r28c-9q8g-f849, GHSA-6g55-p6wh-862q +3 more
    typescript/bun.lock
  • medium
    rollup@4.56.0: 1 known vulnerability
    GHSA-mw96-cpmx-2vgc
    typescript/bun.lock
  • medium
    source-map-js@1.2.1: 2 known vulnerabilities
    GHSA-68fv-2mgg-jv7q, GHSA-68fv-2mgg-jv7q
    typescript/bun.lock
  • medium
    vite@6.4.1: 9 known vulnerabilities
    GHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-fx2h-pf6j-xcff +4 more
    typescript/bun.lock
  • medium
    vite@7.3.1: 10 known vulnerabilities
    GHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-fx2h-pf6j-xcff +5 more
    typescript/bun.lock
  • medium
    ws@8.19.0: 2 known vulnerabilities
    GHSA-58qx-3vcg-4xpx, GHSA-96hv-2xvq-fx4p
    typescript/bun.lock
  • medium
    zod@4.3.6: 1 known vulnerability
    GHSA-mrhx-c7xc-m3w5
    typescript/bun.lock
  • medium
    brace-expansion@5.0.4: 8 known vulnerabilities
    GHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-f886-m6hf-6m8v, GHSA-jxxr-4gwj-5jf2, GHSA-mh99-v99m-4gvg +3 more
    website/bun.lock
  • medium
    browserslist@4.28.1: 2 known vulnerabilities
    GHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx
    website/bun.lock
  • medium
    defu@6.1.4: 1 known vulnerability
    GHSA-737v-mqg7-c878
    website/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
    website/bun.lock
  • medium
    effect@3.19.19: 1 known vulnerability
    GHSA-38f7-945m-qr2g
    website/bun.lock
  • medium
    fflate@0.7.4: 1 known vulnerability
    GHSA-px8p-9vwx-vf98
    website/bun.lock
  • medium
    h3@2.0.1-rc.7: 7 known vulnerabilities
    GHSA-22cc-p3c6-wpvm, GHSA-26f5-8h2x-34xh, GHSA-2j6q-whv2-gh6w, GHSA-3vj8-jmxq-cgj5, GHSA-4hxc-9384-m385 +2 more
    website/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
    website/bun.lock
  • medium
    lodash@4.17.21: 2 known vulnerabilities
    GHSA-r5fr-rjxr-66jc, GHSA-xxjr-mmjv-4gpg
    website/bun.lock
  • medium
    lodash-es@4.17.21: 2 known vulnerabilities
    GHSA-r5fr-rjxr-66jc, GHSA-xxjr-mmjv-4gpg
    website/bun.lock
  • medium
    lodash-es@4.17.22: 2 known vulnerabilities
    GHSA-r5fr-rjxr-66jc, GHSA-xxjr-mmjv-4gpg
    website/bun.lock
  • medium
    nanoid@5.1.6: 2 known vulnerabilities
    GHSA-28wg-ghj8-5hjv, GHSA-xwg4-73v4-xw9w
    website/bun.lock
  • medium
    rollup@4.55.1: 1 known vulnerability
    GHSA-mw96-cpmx-2vgc
    website/bun.lock
  • medium
    sharp@0.33.5: 3 known vulnerabilities
    GHSA-f88m-g3jw-g9cj, GHSA-rgj7-g3m4-5g8c, GHSA-wq5f-xc86-pv6w
    website/bun.lock
  • medium
    undici@7.14.0: 28 known vulnerabilities
    GHSA-2gqq-gqf2-x968, GHSA-2jfj-6hjv-fm6j, GHSA-2m5v-pch6-74hx, GHSA-2mjp-6q6p-2qxm, GHSA-35p6-xmwp-9g52 +23 more
    website/bun.lock
  • medium
    uuid@11.1.0: 1 known vulnerability
    GHSA-w5hq-g745-h8pq
    website/bun.lock
  • medium
    vite@7.3.0: 10 known vulnerabilities
    GHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-fx2h-pf6j-xcff +5 more
    website/bun.lock
  • medium
    wrangler@4.54.0: 1 known vulnerability
    GHSA-36p8-mvp6-cv38
    website/bun.lock
  • medium
    ws@8.18.0: 2 known vulnerabilities
    GHSA-58qx-3vcg-4xpx, GHSA-96hv-2xvq-fx4p
    website/bun.lock
  • medium
    zod@3.22.3: 1 known vulnerability
    GHSA-mrhx-c7xc-m3w5
    website/bun.lock
  • medium
    zod@3.25.76: 1 known vulnerability
    GHSA-mrhx-c7xc-m3w5
    website/bun.lock
  • medium
    zod@4.3.5: 1 known vulnerability
    GHSA-mrhx-c7xc-m3w5
    website/bun.lock
  • low
    In tests/examples/docs: Executes dynamically built code (eval / new Function / vm).
    typescript/src/ops/_internal/versioned-calls.test.ts:509
  • low
    Possible example credential in docs/tests: curl-auth-header
    content/blog/llm-integration.mdx:87
  • low
    Possible example credential in docs/tests: generic-api-key
    5 matches in this file
    python/tests/e2e/input/test_authentication_error.py:22
  • low
    Possible example credential in docs/tests: generic-api-key
    3 matches in this file
    typescript/tests/e2e/input/authentication-error.test.ts:49
  • low
    yaml@2.8.0: 1 known vulnerability
    GHSA-48c2-rrv3-qjmp
    bun.lock
  • low
    diskcache@5.6.3: 1 known vulnerability
    PYSEC-2026-2447
    python/uv.lock
  • low
    filelock@3.20.3: 2 known vulnerabilities
    GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
    python/uv.lock
  • low
    idna@3.11: 1 known vulnerability
    PYSEC-2026-215
    python/uv.lock
  • low
    opentelemetry-api@1.39.1: 1 known vulnerability
    GHSA-xcq7-p3pf-p88h
    python/uv.lock
  • low
    opentelemetry-propagator-jaeger@1.39.1: 1 known vulnerability
    GHSA-f5m9-jfrj-jjj7
    python/uv.lock
  • low
    pydantic-settings@2.12.0: 1 known vulnerability
    GHSA-4xgf-cpjx-pc3j
    python/uv.lock
  • low
    pygments@2.19.2: 1 known vulnerability
    PYSEC-2026-2987
    python/uv.lock
  • low
    pytest@9.0.2: 1 known vulnerability
    PYSEC-2026-1845
    python/uv.lock
  • low
    python-dotenv@1.2.1: 1 known vulnerability
    PYSEC-2026-2270
    python/uv.lock
  • low
    requests@2.32.5: 1 known vulnerability
    PYSEC-2026-2275
    python/uv.lock
  • low
    werkzeug@3.1.5: 2 known vulnerabilities
    PYSEC-2026-2320, PYSEC-2026-4312
    python/uv.lock
  • low
    @opentelemetry/core@2.5.0: 1 known vulnerability
    GHSA-8988-4f7v-96qf
    typescript/bun.lock
  • low
    @protobufjs/utf8@1.1.0: 1 known vulnerability
    GHSA-q6x5-8v7m-xcrf
    typescript/bun.lock
  • low
    @vitest/mocker@3.2.4: 2 known vulnerabilities
    GHSA-82fw-gwwq-j7x9, GHSA-qxg6-89mg-rqv8
    typescript/bun.lock
  • low
    ajv@8.17.1: 1 known vulnerability
    GHSA-2g4f-4pwh-qvx6
    typescript/bun.lock
  • low
    glob@10.5.0: 1 known vulnerability
    GHSA-3g3m-2fjr-6pw4
    typescript/bun.lock
  • low
    qs@6.14.1: 4 known vulnerabilities
    GHSA-4mjr-xmp4-gh2g, GHSA-6pq8-jhm2-2vcw, GHSA-q8mj-m7cp-5q26, GHSA-w7fw-mjwx-w883
    typescript/bun.lock
  • low
    yaml@2.8.2: 2 known vulnerabilities
    GHSA-48c2-rrv3-qjmp, GHSA-48c2-rrv3-qjmp
    typescript/bun.lock
  • low
    pygments@2.19.1: 1 known vulnerability
    PYSEC-2026-2987
    website/api2mdx/uv.lock
  • low
    pytest@8.4.0: 1 known vulnerability
    PYSEC-2026-1845
    website/api2mdx/uv.lock
  • low
    @ai-sdk/provider-utils@4.0.17: 1 known vulnerability
    GHSA-866g-f22w-33x8
    website/bun.lock
  • low
    @babel/core@7.28.5: 1 known vulnerability
    GHSA-4x5r-pxfx-6jf8
    website/bun.lock
  • low
    @vitest/mocker@4.0.16: 2 known vulnerabilities
    GHSA-82fw-gwwq-j7x9, GHSA-qxg6-89mg-rqv8
    website/bun.lock
  • low
    baseline-browser-mapping@2.9.11: 1 known vulnerability
    GHSA-w5vr-8v7q-w6rv
    website/bun.lock
  • low
    diff@8.0.2: 1 known vulnerability
    GHSA-73rr-hh4g-fpgx
    website/bun.lock
  • low
    glob@11.1.0: 1 known vulnerability
    GHSA-3g3m-2fjr-6pw4
    website/bun.lock
  • low
    katex@0.16.27: 1 known vulnerability
    GHSA-238p-pmpm-9mq7
    website/bun.lock
  • low
    mermaid@11.12.2: 9 known vulnerabilities
    GHSA-2v8p-3f2j-5mp7, GHSA-3rrr-jr9j-h3q3, GHSA-6m6c-36f7-fhxh, GHSA-6x64-9x62-f2gx, GHSA-87f9-hvmw-gh4p +4 more
    website/bun.lock
  • low
    minimatch@10.2.4: 1 known vulnerability
    GHSA-g3hv-75wg-m249
    website/bun.lock
  • low
    satori@0.19.1: 1 known vulnerability
    GHSA-wx4j-mvgx-mqwp
    website/bun.lock
  • low
    srvx@0.10.0: 1 known vulnerability
    GHSA-p36q-q72m-gchr
    website/bun.lock
  • low
    package.json has a prepare script
    husky
    package.json
  • low
    No manifest declaring network access and environment variables (agent.json)

Network activity

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