Haiku RAG vs Local RAG (shinpr)
Two MCP servers from our AI & ML ranking, compared on live data - updated nightly, never sponsored.
Bottom line · 2026-09-18
Local RAG (shinpr) records significantly more monthly package installs (14,904 vs 4,907); both are actively maintained, with commits inside the last month.
How they differ in kind
Haiku RAG focuses on: Agentic RAG that answers questions about your own documents with citations to page numbers and section headings. Local RAG (shinpr) focuses on: Search private documents from an MCP client or the terminal without sending them to an embedding API. Environment-variable extraction: Haiku RAG yielded no variables extracted; Local RAG (shinpr) yielded 3 variables. Implementation languages differ (Python vs TypeScript).
What each one does
Haiku RAG
Agentic RAG that answers questions about your own documents with citations to page numbers and section headings. Runs locally on an embedded database, no server required.
From the project's README.
Local RAG (shinpr)
Search private documents from an MCP client or the terminal without sending them to an embedding API. It runs locally over stdio via the published package.
From the project's README.
14 signals, side by side
| Signal | Haiku RAG | Local RAG (shinpr) |
|---|---|---|
| Monthly installs | 4,907 | 14,904 |
| GitHub stars | 609 | 398 |
| Last commit | 2026-09-17 | 2026-09-18 |
| Releases · last 90 days | 10+ | 10+ |
| In the registry since | Oct 2025 | Oct 2025 |
| Registry versions | 132 | 52 |
| Documented tools | not extracted - see README | not extracted - see README |
| Env vars extracted | none extracted - see README | 3 |
| Runs | local (stdio) | local (stdio) |
| Endpoint auth | local only | local only |
| Maintenance | actively maintained | actively maintained |
| License | MIT | MIT |
| Language | Python | TypeScript |
| Category rank | #4 of 106 | #2 of 106 |
Environment variables found in the READMEs
These are extracted names, not a requiredness check. Project docs may mark them optional or require other setup.
Haiku RAG
No environment variables were extracted from the README setup. Check the project documentation for other authentication or configuration steps.
Local RAG (shinpr)
- BASE_DIR
- RAG_HYBRID_WEIGHT
- BASE_DIRS
Which one, for what
Derived from the signals above, not hands-on testing.
Pick Haiku RAG if…
- → you prefer a Python codebase to extend or audit
- → category standing - #4 of 106 maintained AI & ML servers
Pick Local RAG (shinpr) if…
- → you want the more widely installed option - 14,904 monthly installs vs 4,907
- → you prefer a TypeScript codebase to extend or audit
Who's behind them
Haiku RAG - ggozad: 1 MCP server tracked, 1 maintained, 609 combined stars.
Local RAG (shinpr) - shinpr: 3 MCP servers tracked, 3 maintained, 662 combined stars. Full record.
Not sold on either?
The next-ranked AI & ML servers we track:
Quick answers
Is Haiku RAG better than Local RAG (shinpr)?
Package installs favor Local RAG (shinpr): 14,904 monthly installs to 4,907. Haiku RAG still ranks #4 of 106 maintained AI & ML servers. Data as of 2026-09-18; we haven't hands-on tested either.
Can I use Haiku RAG and Local RAG (shinpr) together?
Yes - MCP clients accept multiple servers in one config, so you can enable both AI & ML servers side by side. If their tools overlap, keep the one whose toolset fits to keep your agent's tool list lean.
What environment variables do their READMEs document?
Haiku RAG: no environment variables extracted from the README setup; Local RAG (shinpr): 3 environment variables extracted from the README setup. Extraction does not rule out other authentication or configuration steps; check each project's current documentation.
Keep exploring: best AI & ML servers · Python servers · TypeScript servers · all comparisons · every server
Methodology: package-usage signal = npm/PyPI installs (last month, platform APIs) · maintenance = commit recency + release cadence (GitHub) · tool lists and environment-variable names extracted from each project's README · endpoint auth from our own nightly probes. We haven't hand-tested these servers; everything here is data as of 2026-09-18.