minirag-mcp in namespace io.github
Local package path declaredNo credentials listedRepository declared by sourceUpdated 2026-09-07
io.github.sfrangulov/minirag-mcp · Registry status: active
No name of its own reaches this register for this entry. The heading therefore carries the trailing segment of the identifier; the identifier itself is listed below as a coordinate.
At a glance
Local-first RAG MCP server: hybrid search over a folder of your own documents
Vendor's own description, untranslated and unverified
- Execution location
- Local package path declaredMCP-Register · 2026-08-10
- Required secrets declared
- No credentials listedMCP-Register · 2026-08-10
- Declared version and change
0.6.1· Source-reported change date 2026-09-07MCP-Register · 2026-09-08- Repository as declared
- github.com/sfrangulov/minirag-mcpMCP-Register · 2026-08-10
- Configuration
- can be built from the disclosed start template
Inspect connection paths and prerequisites
Related categories
- MCP servers for documents1,375
- MCP servers without declared required secrets35,800
- Locally executed MCP servers17,056
- MCP servers with a repository URL30,107
- MCP servers with a path argument498
- Local MCP servers without declared required secrets13,238
6 of 12 categories. All categories in the segment catalogue
Page last changed:
Sources and collection
- Runs
- Local package path declared
- Credentials
- No credentials listed
- Registry record changed
- 2026-09-07
- Setup
- Template available
- Registry name
io.github.sfrangulov/minirag-mcp- Package coordinate
pypi:minirag-mcp- Declared version
0.6.1- Source-reported listing date
- 2026-09-07
- Source-reported change date
- 2026-09-07
- First seen by tracevero
- 2026-08-10
- Vendor's website
- https://github.com/sfrangulov/minirag-mcp#readme
Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin. What the confidence levels mean
Measured values
| Required secrets declared | No credentials listed no Original data – Required secret variables (raw): confirmed absent Original data – Required secret headers (raw): confirmed absent Source: MCP-Register · collected on 2026-08-10 · derived |
|---|---|
| Execution location | Local package path declared local Original data – Transports (raw): stdio Source: MCP-Register · collected on 2026-08-10 · derived |
| Path argument present | yes Original data – Path arguments (raw): confirmed absent Original data – Path environment variables (raw): BASE_DIR, CACHE_DIR, DB_PATH Source: MCP-Register · collected on 2026-08-16 · derived |
| Repository URL listed | Repository declared by source yes Original data – Repository (raw): https://github.com/sfrangulov/minirag-mcp Source: MCP-Register · collected on 2026-08-10 · derived |
| Field of use, derived from the vendor description | Documents Original data – Description (raw): Local-first RAG MCP server: hybrid search over a folder of your own documents Source: MCP-Register · collected on 2026-08-26 · derived |
| Declared version | 0.6.1 Source: MCP-Register · collected on 2026-09-08 · 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.
Source data25
Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin.
| Description (raw) | Local-first RAG MCP server: hybrid search over a folder of your own documents Source: MCP-Register · collected on 2026-08-26 · self-declared |
|---|---|
| Environment variables (raw) | BASE_DIR, BASE_DIRS, DB_PATH, CACHE_DIR, MODEL_NAME, MAX_FILE_SIZE, CHUNK_TOKEN_BUDGET, RAG_HYBRID_WEIGHT, RAG_GROUPING, RAG_MAX_DISTANCE, RAG_MAX_FILES, RAG_INSTRUCTIONS_APPEND, ALLOW_PRIVATE_URLS Source: MCP-Register · collected on 2026-08-10 · self-declared |
| Required secret variables (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-10 · self-declared |
| Transports (raw) | stdio Source: MCP-Register · collected on 2026-08-10 · self-declared |
| Path arguments (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-10 · self-declared |
| Repository (raw) | https://github.com/sfrangulov/minirag-mcp Source: MCP-Register · collected on 2026-08-10 · self-declared |
| Package registries (raw) | pypi Source: MCP-Register · collected on 2026-08-10 · self-declared |
| Required secret headers (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Path environment variables (raw) | BASE_DIR, CACHE_DIR, DB_PATH Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Remote URLs (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Remote hosts (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Registry status message (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| First listed in the registry (raw) | 2026-09-07 Source: MCP-Register · collected on 2026-09-08 · self-declared |
| Last changed in the registry (raw) | 2026-09-07 Source: MCP-Register · collected on 2026-09-08 · self-declared |
| Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Delivery form (raw) | package Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Repository platform (raw) | github Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Repository subfolder (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Package identifiers (raw) | minirag-mcp Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Package versions (raw) | 0.6.1 Source: MCP-Register · collected on 2026-09-08 · self-declared |
| Runtime hints (raw) | uvx Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Environment variable formats (raw) | boolean, filepath, number, string Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Environment variable descriptions (raw) | ALLOW_PRIVATE_URLS=Let ingest_url fetch hosts resolving to loopback, link-local, private, reserved or unspecified addresses. Off by default. · BASE_DIR=One document root; also the security boundary for file access. Defaults to the process working directory. Ignored when BASE_DIRS is set. · BASE_DIRS=JSON array of document roots, e.g. ["/docs/a", "/docs/b"]. Takes precedence over BASE_DIR. An invalid value is a hard configuration error. · CACHE_DIR=Embedding model cache. Defaults to the platform user cache dir, so the ~220 MB model is downloaded once and shared. · CHUNK_TOKEN_BUDGET=Retrieval-unit size in the embedding model's own tokens. Range 16-128; the ceiling is the model's trained sequence length. · DB_PATH=LanceDB index directory. Defaults to <first root>/.minirag/lancedb, so each corpus gets its own index. · MAX_FILE_SIZE=Per-file size limit in bytes, enforced before parsing. · MODEL_NAME=fastembed model id. Changing it makes existing vectors incompatible with new queries; pair with a new DB_PATH or a full re-ingest. · RAG_GROUPING=Result grouping filter. 'similar' keeps only the closest group; 'related' also keeps the next one. Unset means no grouping filter. · RAG_HYBRID_WEIGHT=Keyword weight in the weighted RRF fusion, range 0.0-1.0. 0 is vector-only; higher values raise the BM25 contribution. · RAG_INSTRUCTIONS_APPEND=Extra paragraph appended to the instructions the server hands the client at connect time, for corpus-specific guidance. · RAG_MAX_DISTANCE=Drop results whose vector distance exceeds this value. Lower is stricter. Unset means no distance filter. · RAG_MAX_FILES=Keep chunks from at most this many best-scoring files. Unset means no per-file filter. Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Icon formats (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Connection paths (source structure) | {"packages":[{"registryType":"pypi","identifier":"minirag-mcp","version":"0.6.1","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"BASE_DIR","description":"One document root; also the security boundary for file access. Defaults to the process working directory. Ignored when BASE_DIRS is set.","format":"filepath","required":false,"secret":false},{"name":"BASE_DIRS","description":"JSON array of document roots, e.g. [\"/docs/a\", \"/docs/b\"]. Takes precedence over BASE_DIR. An invalid value is a hard configuration error.","format":"string","required":false,"secret":false},{"name":"DB_PATH","description":"LanceDB index directory. Defaults to <first root>/.minirag/lancedb, so each corpus gets its own index.","format":"filepath","required":false,"secret":false},{"name":"CACHE_DIR","description":"Embedding model cache. Defaults to the platform user cache dir, so the ~220 MB model is downloaded once and shared.","format":"filepath","required":false,"secret":false},{"name":"MODEL_NAME","description":"fastembed model id. Changing it makes existing vectors incompatible with new queries; pair with a new DB_PATH or a full re-ingest.","format":"string","required":false,"secret":false},{"name":"MAX_FILE_SIZE","description":"Per-file size limit in bytes, enforced before parsing.","format":"number","required":false,"secret":false},{"name":"CHUNK_TOKEN_BUDGET","description":"Retrieval-unit size in the embedding model's own tokens. Range 16-128; the ceiling is the model's trained sequence length.","format":"number","required":false,"secret":false},{"name":"RAG_HYBRID_WEIGHT","description":"Keyword weight in the weighted RRF fusion, range 0.0-1.0. 0 is vector-only; higher values raise the BM25 contribution.","format":"number","required":false,"secret":false},{"name":"RAG_GROUPING","description":"Result grouping filter. 'similar' keeps only the closest group; 'related' also keeps the next one. Unset means no grouping filter.","format":"string","required":false,"secret":false},{"name":"RAG_MAX_DISTANCE","description":"Drop results whose vector distance exceeds this value. Lower is stricter. Unset means no distance filter.","format":"number","required":false,"secret":false},{"name":"RAG_MAX_FILES","description":"Keep chunks from at most this many best-scoring files. Unset means no per-file filter.","format":"number","required":false,"secret":false},{"name":"RAG_INSTRUCTIONS_APPEND","description":"Extra paragraph appended to the instructions the server hands the client at connect time, for corpus-specific guidance.","format":"string","required":false,"secret":false},{"name":"ALLOW_PRIVATE_URLS","description":"Let ingest_url fetch hosts resolving to loopback, link-local, private, reserved or unspecified addresses. Off by default.","format":"boolean","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]} Source: MCP-Register · collected on 2026-09-08 · self-declared |
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Changes
| 2026-09-08 | Declared version: 0.6.0 → 0.6.1 |
|---|---|
| 2026-09-08 | Last changed in the registry (raw): 2026-08-09 → 2026-09-07 |
| 2026-09-08 | First listed in the registry (raw): 2026-08-09 → 2026-09-07 |
These are the 3 most recent changes to this entry. Full history
tracevero · https://tracevero.com/mcp/io-github-sfrangulov-minirag-mcp