Haiku RAG MCP Server
by ggozadAgentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server
Haiku RAG is an open-source mcp server by ggozad, written mainly in Python, with 645 GitHub stars and the MIT license. Its code was last updated Oct 30, 2026.
Scan summary: scanned Nov 5, 2026 at commit 0b89b2e. Seen able to read environment and secrets, 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
0b89b2e · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine.
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.
Passed. This check ran and found nothing it flags.Secrets scanpassPassed. This check ran and found nothing it flags.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Dependency audit4 known vulnerabilitieswarnWarning. 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.Manifestserver.jsonpassPassed. This check ran and found nothing it flags.
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.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Network egresswarnWarning. 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.Reproducible (×3)n/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Findings (7)
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.body-parser@2.3.0: 1 known vulnerabilityGHSA-27r3-jxmh-p828
app/frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.zod@3.25.76: 1 known vulnerabilityGHSA-mrhx-c7xc-m3w5
app/frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install contacted hosts other than package registriesreleases.astral.sh
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.MCP server didn't complete the protocol handshakeserver exited early with code 127
- lowLow. Minor, or common in normal tools. Shown for information.deepmerge@4.3.1: 1 known vulnerabilityGHSA-gcqx-w48m-w2h4
app/frontend/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.minimatch@10.2.6: 1 known vulnerabilityGHSA-g3hv-75wg-m249
app/frontend/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.Reads environment variables not listed in the manifestHAIKU_RAG_APP_SESSIONS, NEXT_PUBLIC_BASE_PATH, BACKEND_URL, INGESTER_URL, INGESTER_TOKEN, BASE_PATH, LOGFIRE_IGNORE_NO_CONFIG, TYPESAFE_API_KEY, LOGFIRE_READ_TOKEN, HAIKU_RAG_CONFIG_PATH, OPENAI_API_KEY, API_KEY_ENV, JINA_API_KEY, HAIKU_RAG_DISABLE_TOC, OTEL_SERVICE_NAME
Network activity
During install
files.pythonhosted.orgpypi.orgreleases.astral.sh
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.
Haiku RAG alternatives
View more →Similar mcp servers in Data Science & ML, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Haiku RAG (this page) ggozad | 645 | MIT | Oct 30, 2026 | Scanned, no flagged issues |
| MaxKB 1Panel-dev | 23k | GPL-3.0 | Nov 1, 2026 | Scanned, no flagged issues |
| FunASR modelscope | 21k | MIT | Nov 1, 2026 | Scanned, no flagged issues |
| Ida Pro MCP mrexodia | 13k | MIT | Sep 26, 2026 | Scanned, no flagged issues |
| Pal MCP Server BeehiveInnovations | 12k | None found | Dec 15, 2025 | Not scanned yet |
| Osaurus osaurus-ai | 8.1k | MIT | Nov 1, 2026 | Scanned, no flagged issues |