LLM For Zotero MCP Server
by yilewangAn open-source research agent system for your Zotero library.
LLM For Zotero is an open-source mcp server by yilewang, written mainly in TypeScript, with 3,466 GitHub stars and the AGPL-3.0 license. Its code was last updated Oct 29, 2026.
Scan summary: scanned Nov 5, 2026 at commit e055322. 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
e055322 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine.
Passed. This check ran and found nothing it flags.Static code scanpassPassed. This check ran and found nothing it flags.
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 audit113 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.
Passed. This check ran and found nothing it flags.BuildpassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Boot & handshakefailFlagged. This check found an issue. See the findings below.
Flagged. This check found an issue. See the findings below.Network egressfailFlagged. This check found an issue. See the findings below.
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 (42)
- 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.adm-zip@0.5.16: 8 known vulnerabilitiesGHSA-7q85-xj36-vmfc, GHSA-8238-w5pm-2374, GHSA-c6fg-446q-cg94, GHSA-j5f4-cc29-5x44, GHSA-p634-w6r4-rjp2 +3 more
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
package-lock.json - 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
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.defu@6.1.4: 1 known vulnerabilityGHSA-737v-mqg7-c878
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fflate@0.8.2: 1 known vulnerabilityGHSA-px8p-9vwx-vf98
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
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.glob@10.4.5: 2 known vulnerabilitiesGHSA-3g3m-2fjr-6pw4, GHSA-5j98-mcp5-4vw2
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
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
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
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
package-lock.json - 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
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.serialize-javascript@6.0.2: 3 known vulnerabilitiesGHSA-5c6j-r48x-rmvq, GHSA-m5mm-p8h7-m29v, GHSA-qj8w-gfj5-8c6v
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
packages/claude-bridge/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
packages/claude-bridge/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fast-uri@3.1.4: 11 known vulnerabilitiesGHSA-333x-w4r6-6crp, GHSA-5jgf-p345-68v8, GHSA-7p8r-x3mc-p8w7, GHSA-f65p-4m7j-42xc, GHSA-fph4-wmhf-6fwf +6 more
packages/claude-bridge/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nanoid@3.3.16: 1 known vulnerabilityGHSA-2v37-7h3g-55p8
packages/claude-bridge/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.source-map-js@1.2.1: 1 known vulnerabilityGHSA-68fv-2mgg-jv7q
packages/claude-bridge/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
packages/claude-bridge/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.zod@4.3.6: 1 known vulnerabilityGHSA-mrhx-c7xc-m3w5
packages/claude-bridge/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.MCP server didn't complete the protocol handshakeserver exited early with code 1
- lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/deepseekSearchClient.test.ts:37 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/assistantCitationLinks.test.ts:573 - lowLow. Minor, or common in normal tools. Shown for information.@humanfs/node@0.16.6: 1 known vulnerabilityGHSA-p498-v437-472g
package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.ajv@6.12.6: 1 known vulnerabilityGHSA-2g4f-4pwh-qvx6
package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.diff@7.0.0: 1 known vulnerabilityGHSA-73rr-hh4g-fpgx
package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.esbuild@0.27.3: 1 known vulnerabilityGHSA-g7r4-m6w7-qqqr
package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.katex@0.16.28: 1 known vulnerabilityGHSA-238p-pmpm-9mq7
package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.mermaid@11.15.0: 5 known vulnerabilitiesGHSA-2v8p-3f2j-5mp7, GHSA-3rrr-jr9j-h3q3, GHSA-6x64-9x62-f2gx, GHSA-c4c3-pg64-4m4v, GHSA-rhh3-jpg6-66xh
package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.yaml@2.8.1: 1 known vulnerabilityGHSA-48c2-rrv3-qjmp
package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.@hono/node-server@2.0.12: 1 known vulnerabilityGHSA-rmxm-3fg6-px4f
packages/claude-bridge/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.@vitest/mocker@3.2.7: 2 known vulnerabilitiesGHSA-82fw-gwwq-j7x9, GHSA-qxg6-89mg-rqv8
packages/claude-bridge/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.hono@4.12.32: 9 known vulnerabilitiesGHSA-54fx-42gc-7vw4, GHSA-5r4p-p66f-jhc7, GHSA-79qm-7rj5-m7r9, GHSA-8j4g-w8fx-2239, GHSA-crvj-82cr-hjcx +4 more
packages/claude-bridge/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.ip-address@10.3.1: 5 known vulnerabilitiesGHSA-2vr4-cq9g-pvrc, GHSA-h3mg-xc3c-68pw, GHSA-j6r3-76f7-8jcv, GHSA-rpw4-54j3-4h4q, GHSA-rxp7-6hxx-x8q5
packages/claude-bridge/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.qs@6.15.3: 3 known vulnerabilitiesGHSA-4mjr-xmp4-gh2g, GHSA-6pq8-jhm2-2vcw, GHSA-x5fp-wj9c-mxmx
packages/claude-bridge/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.vitest@3.2.7: 1 known vulnerabilityGHSA-82fw-gwwq-j7x9
packages/claude-bridge/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.package.json has a postinstall scriptnpm --prefix packages/claude-bridge ci --no-audit --no-fund
package.json - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
- lowLow. Minor, or common in normal tools. Shown for information.Contacted these domains while starting up (no manifest to compare against)registry.npmjs.org
Network activity
During install
codeload.github.comregistry.npmjs.org
While running
Not run — the code wasn't started in this scan
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.
LLM For Zotero alternatives
View more →Similar mcp servers in Research & Analysis, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| LLM For Zotero (this page) yilewang | 3.5k | AGPL-3.0 | Oct 29, 2026 | Scanned, no flagged issues |
| Worldmonitor koala73 | 90k | AGPL-3.0 | Nov 1, 2026 | Scanned, no flagged issues |
| GPT Researcher assafelovic | 30k | Apache-2.0 | Oct 10, 2026 | Scanned, no flagged issues |
| Auto Claude Code Research In Sleep wanshuiyin | 18k | MIT | Nov 1, 2026 | Scanned, no flagged issues |
| Deep Research u14app | 4.7k | MIT | Jun 18, 2026 | Scanned, no flagged issues |
| MCP Server Chart antvis | 4.4k | MIT | Aug 27, 2026 | Scanned, no flagged issues |