Ragent MCP Server

by nageoffer• 4.4k•• Scanned•Claim this listing•Request removal
Data Science & MLagentagentic ragaillmmcp

企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景,从 0 到 1 完整工程实现。

Ragent is an open-source mcp server by nageoffer, written mainly in Java, with 4,408 GitHub stars and the Apache-2.0 license. Its code was last updated Oct 25, 2026.

Scan summary: scanned Nov 5, 2026 at commit 200dca8. No capabilities flagged by our checks. Scan policy

Scanned
Full scan at 200dca8 · Nov 5, 2026
Scanned
Static code scanpass
Secrets scanfail
Dependency audit204 known vulnerabilitiesfail
Manifestnonewarn
Buildn/a
Boot & handshaken/a
Network egressn/a
Reproducible (×3)n/a

Findings (56)

  • 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.
  • medium
    com.fasterxml.jackson.core:jackson-core@2.21.4: 4 known vulnerabilities
    GHSA-7hhh-6rmp-j9qf, GHSA-p6pp-m3f8-5c89, GHSA-7hhh-6rmp-j9qf, GHSA-p6pp-m3f8-5c89
    framework/pom.xml
  • medium
    com.fasterxml.jackson.core:jackson-databind@2.21.4: 18 known vulnerabilities
    GHSA-5gvw-p9qm-jgwh, GHSA-5jmj-h7xm-6q6v, GHSA-cxp5-3px4-pw24, GHSA-gx83-3vf8-gh7j, GHSA-mhm7-754m-9p8w +13 more
    framework/pom.xml
  • medium
    com.google.guava:guava@33.4.8-jre: 1 known vulnerability
    GHSA-xxph-c9ww-hj94
    framework/pom.xml
  • medium
    commons-beanutils:commons-beanutils@1.9.4: 1 known vulnerability
    GHSA-wxr5-93ph-8wr9
    framework/pom.xml
  • medium
    io.netty:netty-codec-compression@4.2.15.Final: 1 known vulnerability
    GHSA-558v-64gr-wgg4
    framework/pom.xml
  • medium
    io.netty:netty-codec-haproxy@4.2.15.Final: 2 known vulnerabilities
    GHSA-q6cq-mhr2-jmr5, GHSA-wh89-7897-x99h
    framework/pom.xml
  • medium
    io.netty:netty-codec-http@4.2.15.Final: 8 known vulnerabilities
    GHSA-4mp9-239f-g9hg, GHSA-6cqp-g7gg-8hr5, GHSA-6jqx-86gh-f27w, GHSA-8c42-7qj2-3j46, GHSA-gcjf-9mgh-3p7g +3 more
    framework/pom.xml
  • medium
    io.netty:netty-codec-http2@4.2.15.Final: 2 known vulnerabilities
    GHSA-93wv-jw9v-4972, GHSA-c69g-56f8-xwqj
    framework/pom.xml
  • medium
    io.netty:netty-codec-http3@4.2.15.Final: 1 known vulnerability
    GHSA-hpcc-26xq-25fv
    framework/pom.xml
  • medium
    io.netty:netty-codec-stomp@4.2.15.Final: 2 known vulnerabilities
    GHSA-3g8r-4pfx-jmfh, GHSA-vhch-2wf3-m8rp
    framework/pom.xml
  • medium
    io.netty:netty-codec-xml@4.2.15.Final: 2 known vulnerabilities
    GHSA-4qhr-g3c6-fcfx, GHSA-v74w-7mr3-4qg3
    framework/pom.xml
  • medium
    io.netty:netty-handler-ssl-ocsp@4.2.15.Final: 3 known vulnerabilities
    GHSA-272m-gcwp-mpwg, GHSA-g7hg-vrcf-mvmr, GHSA-wc96-39fc-566f
    framework/pom.xml
  • medium
    io.netty:netty-transport-sctp@4.2.15.Final: 1 known vulnerability
    GHSA-2qj4-mmr9-4v2f
    framework/pom.xml
  • medium
    org.lz4:lz4-java@1.8.0: 8 known vulnerabilities
    GHSA-343h-94h5-c4wr, GHSA-4v53-57pg-c464, GHSA-6cx8-rjf8-pr8g, GHSA-cmp6-m4wj-q63q, GHSA-gm45-99xc-r7wv +3 more
    framework/pom.xml
  • medium
    org.postgresql:postgresql@42.7.11: 2 known vulnerabilities
    GHSA-j92g-9f8w-j867, GHSA-j92g-9f8w-j867
    framework/pom.xml
  • medium
    tools.jackson.core:jackson-core@3.1.4: 4 known vulnerabilities
    GHSA-7hhh-6rmp-j9qf, GHSA-p6pp-m3f8-5c89, GHSA-7hhh-6rmp-j9qf, GHSA-p6pp-m3f8-5c89
    framework/pom.xml
  • medium
    tools.jackson.core:jackson-databind@3.1.4: 14 known vulnerabilities
    GHSA-5gvw-p9qm-jgwh, GHSA-cxp5-3px4-pw24, GHSA-gx83-3vf8-gh7j, GHSA-q4xh-88c3-wmh7, GHSA-vvgp-rfg2-7rr6 +9 more
    framework/pom.xml
  • medium
    axios@1.13.2: 35 known vulnerabilities
    GHSA-35jp-ww65-95wh, GHSA-3g43-6gmg-66jw, GHSA-3p68-rc4w-qgx5, GHSA-3pq3-5fj3-cg6v, GHSA-3w6x-2g7m-8v23 +30 more
    frontend/package-lock.json
  • 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/package-lock.json
  • 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
    frontend/package-lock.json
  • medium
    browserslist@4.28.1: 2 known vulnerabilities
    GHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx
    frontend/package-lock.json
  • medium
    flatted@3.3.3: 2 known vulnerabilities
    GHSA-25h7-pfq9-p65f, GHSA-rf6f-7fwh-wjgh
    frontend/package-lock.json
  • medium
    form-data@4.0.5: 1 known vulnerability
    GHSA-hmw2-7cc7-3qxx
    frontend/package-lock.json
  • 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/package-lock.json
  • medium
    minimatch@3.1.2: 3 known vulnerabilities
    GHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj
    frontend/package-lock.json
  • medium
    minimatch@9.0.5: 4 known vulnerabilities
    GHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj, GHSA-g3hv-75wg-m249
    frontend/package-lock.json
  • medium
    nanoid@3.3.11: 3 known vulnerabilities
    GHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8, GHSA-xwg4-73v4-xw9w
    frontend/package-lock.json
  • medium
    picomatch@2.3.1: 2 known vulnerabilities
    GHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj
    frontend/package-lock.json
  • medium
    picomatch@4.0.3: 2 known vulnerabilities
    GHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj
    frontend/package-lock.json
  • 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/package-lock.json
  • medium
    rollup@4.55.1: 1 known vulnerability
    GHSA-mw96-cpmx-2vgc
    frontend/package-lock.json
  • medium
    source-map-js@1.2.1: 1 known vulnerability
    GHSA-68fv-2mgg-jv7q
    frontend/package-lock.json
  • medium
    vite@5.4.21: 8 known vulnerabilities
    GHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-fx2h-pf6j-xcff +3 more
    frontend/package-lock.json
  • medium
    zod@4.3.6: 1 known vulnerability
    GHSA-mrhx-c7xc-m3w5
    frontend/package-lock.json
  • medium
    io.modelcontextprotocol.sdk:mcp-core@0.17.0: 2 known vulnerabilities
    GHSA-8jxr-pr72-r468, GHSA-hv2w-8mjj-jw22
    mcp-server/pom.xml
  • low
    io.netty:netty-codec-dns@4.2.15.Final: 1 known vulnerability
    GHSA-mfg7-5gfp-c4w3
    framework/pom.xml
  • low
    io.netty:netty-codec-redis@4.2.15.Final: 1 known vulnerability
    GHSA-p9jm-q85p-7mcp
    framework/pom.xml
  • low
    io.opentelemetry:opentelemetry-api@1.62.0: 2 known vulnerabilities
    GHSA-ccrj-gw8r-854m, GHSA-ccrj-gw8r-854m
    framework/pom.xml
  • low
    org.apache.logging.log4j:log4j-api@2.25.4: 2 known vulnerabilities
    GHSA-qv9r-c865-cp47, GHSA-qv9r-c865-cp47
    framework/pom.xml
  • low
    @babel/core@7.28.6: 1 known vulnerability
    GHSA-4x5r-pxfx-6jf8
    frontend/package-lock.json
  • low
    @remix-run/router@1.23.2: 1 known vulnerability
    GHSA-2j2x-hqr9-3h42
    frontend/package-lock.json
  • low
    ajv@6.12.6: 1 known vulnerability
    GHSA-2g4f-4pwh-qvx6
    frontend/package-lock.json
  • low
    baseline-browser-mapping@2.10.43: 1 known vulnerability
    GHSA-w5vr-8v7q-w6rv
    frontend/package-lock.json
  • low
    esbuild@0.21.5: 1 known vulnerability
    GHSA-67mh-4wv8-2f99
    frontend/package-lock.json
  • low
    follow-redirects@1.15.11: 1 known vulnerability
    GHSA-r4q5-vmmm-2653
    frontend/package-lock.json
  • low
    postcss-selector-parser@6.0.10: 1 known vulnerability
    GHSA-rj75-hqrm-r3gf
    frontend/package-lock.json
  • low
    postcss-selector-parser@6.1.2: 2 known vulnerabilities
    GHSA-rj75-hqrm-r3gf, GHSA-w9m9-85wc-3x92
    frontend/package-lock.json
  • low
    prismjs@1.27.0: 1 known vulnerability
    GHSA-x7hr-w5r2-h6wg
    frontend/package-lock.json
  • low
    react-router@6.30.3: 3 known vulnerabilities
    GHSA-2j2x-hqr9-3h42, GHSA-337j-9hxr-rhxg, GHSA-wrjc-x8rr-h8h6
    frontend/package-lock.json
  • low
    react-router-dom@6.30.3: 1 known vulnerability
    GHSA-jjmj-jmhj-qwj2
    frontend/package-lock.json
  • low
    No manifest declaring network access and environment variables (agent.json)

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