Scholar RAG MCP
io.github.notwhiteblank/scholar-rag-mcp · Registry status: active
- Registry name
io.github.notwhiteblank/scholar-rag-mcp- Package coordinate
pypi:scholar-rag-mcp- Declared version
0.1.0- Listed in the registry
- 2026-08-27
- Changed in the registry
- 2026-08-27
- First seen by tracevero
- 2026-08-28
- Vendor's website
- https://github.com/notwhiteblank/scholar-rag-mcp
Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.
Vendor's own description, untranslated and unverified
Evidence for this page · Source: MCP-Register · collected on 2026-08-28
Every value below comes from it. Where one differs, its origin is stated on its row. What the confidence levels mean
Measured values
| Required secrets declared | no Raw declaration – Required secret variables (raw): confirmed absent Raw declaration – Required secret headers (raw): confirmed absent Source: MCP-Register · collected on 2026-08-28 · derived |
|---|---|
| Execution location | local Raw declaration – Transports (raw): stdio Source: MCP-Register · collected on 2026-08-28 · derived |
| Path argument present | no Raw declaration – Path arguments (raw): confirmed absent Raw declaration – Path environment variables (raw): confirmed absent Source: MCP-Register · collected on 2026-08-28 · derived |
| Repository URL listed | yes Raw declaration – Repository (raw): https://github.com/notwhiteblank/scholar-rag-mcp Source: MCP-Register · collected on 2026-08-28 · derived |
| Field of use, derived from the vendor description | Documents Raw declaration – Description (raw): Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management. Source: MCP-Register · collected on 2026-08-28 · derived |
| Declared version | 0.1.0 Source: MCP-Register · collected on 2026-08-28 · self-declared |
What is measured is what a manifest declares, not what a piece of software does. This registry fetches no repository URL, no endpoint and no package index; nothing here is verified. Which value comes from which source, and by which rule it was formed, is set out in the Methodology.
Position within the holdings
How many of the 25,384 published entries carry the same measured value. A reference figure, not an assessment.
- Required secrets declaredno20,965 of 25,384 carry this value (83 %)View these entries
- Execution locationlocal12,450 of 25,384 carry this value (49 %)View these entries
- Path argument presentno25,133 of 25,384 carry this value (99 %)View these entries
- Repository URL listedyes19,652 of 25,384 carry this value (77 %)View these entries
- Field of use, derived from the vendor descriptionDocuments819 of 25,384 carry this value (3.2 %)View these entries
All 5 values together are carried by 326 of 25,384 entries.
This entry appears in these selections
- MCP servers for documents819
- MCP servers without declared required secrets20,965
- Locally executed MCP servers12,450
- MCP servers with a repository URL19,652
- Local MCP servers without declared required secrets9,435
- Local MCP servers with a repository URL11,817
- MCP servers over stdio only10,127
- MCP servers as a PyPI package only3,144
- Local MCP servers as a PyPI package only3,125
- MCP servers available as a package only10,938
The source's raw values24
All 24 values in this block: self-declared.
| Description (raw) | Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management. |
|---|---|
| Environment variables (raw) | SCHOLAR_RAG_DATA_DIR, SCHOLAR_RAG_CHAT_BASE_URL, SCHOLAR_RAG_EMBED_BASE_URL, SCHOLAR_RAG_RERANK_BASE_URL |
| Required secret variables (raw) | confirmed absent |
| Transports (raw) | stdio |
| Path arguments (raw) | confirmed absent |
| Repository (raw) | https://github.com/notwhiteblank/scholar-rag-mcp |
| Package registries (raw) | pypi |
| Required secret headers (raw) | confirmed absent |
| Path environment variables (raw) | confirmed absent |
| Remote URLs (raw) | confirmed absent |
| Remote hosts (raw) | confirmed absent |
| Registry status message (raw) | confirmed absent |
| First listed in the registry (raw) | 2026-08-27 |
| Last changed in the registry (raw) | 2026-08-27 |
| Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json |
| Delivery form (raw) | package |
| Repository platform (raw) | github |
| Repository subfolder (raw) | confirmed absent |
| Package identifiers (raw) | scholar-rag-mcp |
| Package versions (raw) | 0.1.0 |
| Runtime hints (raw) | confirmed absent |
| Environment variable formats (raw) | confirmed absent |
| Environment variable descriptions (raw) | SCHOLAR_RAG_CHAT_BASE_URL=OpenAI-compatible chat endpoint for annotation/keywords (e.g. local vLLM) · SCHOLAR_RAG_DATA_DIR=Data root directory (knowledge bases, caches, jobs) · SCHOLAR_RAG_EMBED_BASE_URL=OpenAI-compatible embeddings endpoint · SCHOLAR_RAG_RERANK_BASE_URL=Rerank endpoint (/v1/rerank) |
| Icon formats (raw) | confirmed absent |
Embed this badge
Paste this line into a README of your own. The badge states how many values the registry holds for the entry and when it last looked, and it links back to this page.
[](https://tracevero.com/mcp/io-github-notwhiteblank-scholar-rag-mcp)
The image is drawn again on every request, so it always reports the current state while the pasted line stays as it is. It carries no rating and no traffic light – only the two measured figures.
Changes
| 2026-08-28 | Declared version: – → 0.1.0 |
|---|---|
| 2026-08-28 | Field of use, derived from the vendor description: – → Documents |
| 2026-08-28 | Repository URL listed: – → true |
| 2026-08-28 | Path argument present: – → false |
| 2026-08-28 | Execution location: – → local |
| 2026-08-28 | Required secrets declared: – → false |
| 2026-08-28 | Description (raw): – → Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management. |
| 2026-08-28 | Last changed in the registry (raw): – → 2026-08-27 |
| 2026-08-28 | First listed in the registry (raw): – → 2026-08-27 |
| 2026-08-28 | Registry status message (raw): – → – |
These are the 10 most recent changes to this entry. Full history
tracevero · https://tracevero.com/mcp/io-github-notwhiteblank-scholar-rag-mcp