Flexible Graphrag MCP Server
by stevereinerGraphRAG, RAG, LlamaIndex, LangChain, 15 Prop Graph, 4 RDF, 10 Vector, 3 Search DBs. 14 data srcs, auto sync, Alfresco, Nuxeo, SharePoint, Box, CMIS, S3,GCS,Azure, web. KG auto-bld, Ontologies, 13 LLM providers, Docling, LlamaParse, LiteParse, Hybrid Search, AI Chat. TypeScript React, Vue, Angular, Python, REST, MCP, OpenArch, Langflow, CocoIndex.
Flexible Graphrag is an open-source mcp server by stevereiner, written mainly in Python, with 196 GitHub stars and the Apache-2.0 license. Its code was last updated Oct 31, 2026.
Scan summary: scanned Nov 5, 2026 at commit 3b373ee. Seen able to connect to the internet. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
3b373ee · 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.
Flagged. This check found an issue. See the findings below.Secrets scanfailFlagged. This check found an issue. See the findings below.
Flagged. This check found an issue. See the findings below.Dependency audit220 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 (60)
- highHigh. Something risky that needs a close look before you install.secrets issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.secrets 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.Turns off TLS certificate checking, allowing traffic interception.
flexible-graphrag/cocoindex_integration/pipeline/native_apps.py:362 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
flexible-graphrag/llamaindex/llm/embedding_factory.py:35 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
flexible-graphrag/llamaindex/llm/embedding_factory.py:37 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
scripts/create_opensearch_pipeline.py:31 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
scripts/nuxeo/nuxeo_oauth2_headless.py:35 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.@angular/router@20.3.32: 1 known vulnerabilityGHSA-62vg-58rm-qff7
flexible-graphrag-ui/frontend-angular/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.@modelcontextprotocol/sdk@1.30.0: 6 known vulnerabilitiesGHSA-22jm-h49p-29qw, GHSA-46jr-4wx8-v453, GHSA-6prh-2h8m-c8cw, GHSA-6qxp-vccf-f47h, GHSA-f897-62hf-6gxq +1 more
flexible-graphrag-ui/frontend-angular/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.body-parser@1.20.8: 1 known vulnerabilityGHSA-27r3-jxmh-p828
flexible-graphrag-ui/frontend-angular/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.body-parser@2.3.0: 1 known vulnerabilityGHSA-27r3-jxmh-p828
flexible-graphrag-ui/frontend-angular/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.follow-redirects@1.16.0: 3 known vulnerabilitiesGHSA-8r9p-f939-6h3c, GHSA-mrwp-f3q8-3g9p, GHSA-q3jh-wrc6-jgq8
flexible-graphrag-ui/frontend-angular/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.launch-editor@2.14.1: 3 known vulnerabilitiesGHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-r825-w8mm-5pxw
flexible-graphrag-ui/frontend-angular/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.source-map-js@1.2.1: 3 known vulnerabilitiesGHSA-68fv-2mgg-jv7q, GHSA-68fv-2mgg-jv7q, GHSA-68fv-2mgg-jv7q
flexible-graphrag-ui/frontend-angular/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.undici@6.29.0: 5 known vulnerabilitiesGHSA-2m5v-pch6-74hx, GHSA-4qv8-2p9j-2685, GHSA-9fm3-97px-rjf6, GHSA-qrxm-fqhp-jwvm, GHSA-xjj6-f33q-929c
flexible-graphrag-ui/frontend-angular/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.uuid@8.3.2: 1 known vulnerabilityGHSA-w5hq-g745-h8pq
flexible-graphrag-ui/frontend-angular/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.vite@7.3.6: 5 known vulnerabilitiesGHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-r825-w8mm-5pxw, GHSA-rq7h-c2jc-7f22
flexible-graphrag-ui/frontend-angular/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.webpack-dev-middleware@7.4.2: 1 known vulnerabilityGHSA-g84c-rxfj-3j2c
flexible-graphrag-ui/frontend-angular/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.zod@4.1.13: 1 known vulnerabilityGHSA-mrhx-c7xc-m3w5
flexible-graphrag-ui/frontend-angular/package-lock.json - 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
flexible-graphrag-ui/frontend-react/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.axios@1.9.0: 32 known vulnerabilitiesGHSA-35jp-ww65-95wh, GHSA-3g43-6gmg-66jw, GHSA-3p68-rc4w-qgx5, GHSA-3w6x-2g7m-8v23, GHSA-42h9-826w-cgv3 +27 more
flexible-graphrag-ui/frontend-react/package-lock.json - 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
flexible-graphrag-ui/frontend-react/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.brace-expansion@2.0.2: 14 known vulnerabilitiesGHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-f886-m6hf-6m8v, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr +9 more
flexible-graphrag-ui/frontend-react/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.browserslist@4.25.0: 2 known vulnerabilitiesGHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx
flexible-graphrag-ui/frontend-react/package-lock.json - 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
flexible-graphrag-ui/frontend-react/package-lock.json - 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
flexible-graphrag-ui/frontend-react/package-lock.json - 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
flexible-graphrag-ui/frontend-react/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.minimatch@9.0.3: 4 known vulnerabilitiesGHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj, GHSA-g3hv-75wg-m249
flexible-graphrag-ui/frontend-react/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nanoid@3.3.11: 6 known vulnerabilitiesGHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8, GHSA-xwg4-73v4-xw9w, GHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8 +1 more
flexible-graphrag-ui/frontend-react/package-lock.json - 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
flexible-graphrag-ui/frontend-react/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.picomatch@4.0.2: 2 known vulnerabilitiesGHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj
flexible-graphrag-ui/frontend-react/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.postcss@8.5.5: 8 known vulnerabilitiesGHSA-6g55-p6wh-862q, GHSA-fxqj-rqcc-2cmp, GHSA-qx2v-qp2m-jg93, GHSA-r28c-9q8g-f849, GHSA-6g55-p6wh-862q +3 more
flexible-graphrag-ui/frontend-react/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.rollup@4.43.0: 2 known vulnerabilitiesGHSA-mw96-cpmx-2vgc, GHSA-mw96-cpmx-2vgc
flexible-graphrag-ui/frontend-react/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.vite@6.3.5: 12 known vulnerabilitiesGHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-93m4-6634-74q7, GHSA-9jrq-w75r-8gcw +7 more
flexible-graphrag-ui/frontend-react/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.@vue/server-renderer@3.4.19: 1 known vulnerabilityGHSA-g2v6-rqmx-r4w6
flexible-graphrag-ui/frontend-vue/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.axios@1.6.7: 31 known vulnerabilitiesGHSA-35jp-ww65-95wh, GHSA-3g43-6gmg-66jw, GHSA-3p68-rc4w-qgx5, GHSA-3w6x-2g7m-8v23, GHSA-42h9-826w-cgv3 +26 more
flexible-graphrag-ui/frontend-vue/package-lock.json - 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
flexible-graphrag-ui/frontend-vue/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.vite@5.1.4: 21 known vulnerabilitiesGHSA-356w-63v5-8wf4, GHSA-4r4m-qw57-chr8, GHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-64vr-g452-qvp3 +16 more
flexible-graphrag-ui/frontend-vue/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: curl-auth-user2 matches in this file
docs/DATA-SOURCES/README-nuxeo.md:88 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: curl-auth-user2 matches in this file
scripts/nuxeo/README.md:37 - lowLow. Minor, or common in normal tools. Shown for information.@angular/common@20.3.32: 1 known vulnerabilityGHSA-jfgx-762w-99vr
flexible-graphrag-ui/frontend-angular/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.@hono/node-server@2.1.1: 1 known vulnerabilityGHSA-rmxm-3fg6-px4f
flexible-graphrag-ui/frontend-angular/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.fast-uri@3.1.8: 4 known vulnerabilitiesGHSA-333x-w4r6-6crp, GHSA-w74x-v6f9-j3xg, GHSA-wjr9-j795-jxcr, GHSA-xhq7-xmqj-769h
flexible-graphrag-ui/frontend-angular/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.glob@13.0.6: 1 known vulnerabilityGHSA-3g3m-2fjr-6pw4
flexible-graphrag-ui/frontend-angular/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.hono@4.13.9: 1 known vulnerabilityGHSA-5r4p-p66f-jhc7
flexible-graphrag-ui/frontend-angular/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.ip-address@10.7.2: 1 known vulnerabilityGHSA-rxp7-6hxx-x8q5
flexible-graphrag-ui/frontend-angular/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.minimatch@10.2.6: 1 known vulnerabilityGHSA-g3hv-75wg-m249
flexible-graphrag-ui/frontend-angular/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.qs@6.16.0: 1 known vulnerabilityGHSA-6pq8-jhm2-2vcw
flexible-graphrag-ui/frontend-angular/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.serialize-javascript@7.1.2: 1 known vulnerabilityGHSA-m5mm-p8h7-m29v
flexible-graphrag-ui/frontend-angular/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.@babel/core@7.27.4: 1 known vulnerabilityGHSA-4x5r-pxfx-6jf8
flexible-graphrag-ui/frontend-react/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.ajv@6.12.6: 1 known vulnerabilityGHSA-2g4f-4pwh-qvx6
flexible-graphrag-ui/frontend-react/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.follow-redirects@1.15.9: 2 known vulnerabilitiesGHSA-r4q5-vmmm-2653, GHSA-r4q5-vmmm-2653
flexible-graphrag-ui/frontend-react/package-lock.json - 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
flexible-graphrag-ui/frontend-react/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.yaml@1.10.2: 1 known vulnerabilityGHSA-48c2-rrv3-qjmp
flexible-graphrag-ui/frontend-react/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.esbuild@0.19.12: 1 known vulnerabilityGHSA-67mh-4wv8-2f99
flexible-graphrag-ui/frontend-vue/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.vue-template-compiler@2.7.16: 1 known vulnerabilityGHSA-g3ch-rx76-35fx
flexible-graphrag-ui/frontend-vue/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
Automated result for the commit shown. See our scan policy. View the scan log
Maintainers can claim the listing to rescan, or dispute a result.
Flexible Graphrag alternatives
View more →Similar mcp servers in Coding Agents, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Flexible Graphrag (this page) stevereiner | 196 | Apache-2.0 | Oct 31, 2026 | Scanned, no flagged issues |
| Context Mode mksglu | 33k | None found | Nov 1, 2026 | Not scanned yet |
| Serena oraios | 31k | None found | Oct 28, 2026 | Not scanned yet |
| Fastmcp PrefectHQ | 28k | Apache-2.0 | Nov 1, 2026 | Scanned, no flagged issues |
| Nuclear nukeop | 19k | AGPL-3.0 | Nov 1, 2026 | Scanned, no flagged issues |
| MCP For Beginners microsoft | 18k | MIT | Oct 30, 2026 | Scanned, no flagged issues |