A Model Context Protocol (MCP) server for document ingestion, chunking, semantic search, and note management.
A Model Context Protocol (MCP) server for document ingestion, chunking, semantic search, and note management.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| add-note | Add a new note to the in-memory note store |
| ingest-string | Ingest and chunk a markdown or plain text string provided via message |
| ingest-markdown | Ingest and chunk a markdown (.md) file |
| ingest-python | Ingest and chunk a Python (.py) file |
| ingest-openapi | Ingest and chunk an OpenAPI JSON file |
| ingest-html | Ingest and chunk an HTML file |
| ingest-html-url | Ingest and chunk HTML content from a URL (optionally using Playwright for dynamic content) |
| smart_ingestion | Extracts all technically relevant content from a file using Gemini, then chunks it using robust markdown logic. |
| search-chunks | Semantic search over ingested content |
| delete-source | Delete all chunks from a given source |
| delete-chunk-by-id | Delete one or more chunks by id |
| update-chunk-type | Update the type attribute for a chunk by id |
| ingest-batch | Ingest and chunk multiple documentation files (markdown, OpenAPI JSON, Python) in batch |
{
"mcpServers": {
"doc-lib-mcp": {
"command": "uv",
"args": [
"--directory",
"/home/administrator/python-share/doc-lib-mcp",
"run",
"doc-lib-mcp"
]
}
}
}Maintainer configuration example. Replace example paths and credential placeholders before connecting.
| Variable | Description | Required |
|---|---|---|
| OLLAMA_HOST | Endpoint or connection string the server talks to. | Optional |
| RERANKER_MODEL_PATH | Filesystem location the server is allowed to use. | Optional |
Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.
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