Andrea9293 MCP vs MCP Local Rag

A side-by-side look at the Andrea9293 MCP and MCP Local Rag MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

Andrea9293 MCP logoAndrea9293 MCPKnowledge & Memory · Local subprocess (stdio)Local-first document management and semantic search for AI coding agents67GreatAuth: no auth requiredMCP Local Rag logoMCP Local RagKnowledge & Memory · Local subprocess (stdio)Privacy-first document search server running entirely locally. Supports semantic search over PDFs, DOCX, TXT, and Markdown files with LanceDB vector storage and local embeddings - no API keys or cloud services required.69GreatAuth: no auth required

Verdict: choose Andrea9293 MCP for knowledge & memory work as a local process; choose MCP Local Rag for knowledge & memory as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

Andrea9293 MCP logoChoose Andrea9293 MCP when

  • You need dedicated capabilities in the Knowledge & Memory domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: No auth required.
  • You want tools like add_document, delete_document, search_documents.
Explore Andrea9293 MCP

MCP Local Rag logoChoose MCP Local Rag when

  • You need dedicated capabilities in the Knowledge & Memory domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: No auth required.
  • You have the keys it needs: BASE_DIR, BASE_DIRS, IGNORE_PATHS, DB_PATH, CACHE_DIR, HF_ENDPOINT.
  • You want tools like sync_start, sync_status, ingest_file.
Explore MCP Local Rag

Feature & specification comparison

Rows where the two servers differ are marked.

SpecAndrea9293 MCP logoAndrea9293 MCPMCP Local Rag logoMCP Local Rag
CategoryKnowledge & MemoryKnowledge & Memory
Quality signal67/100 · Great69/100 · Great
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNo auth requiredNo auth required
PricingFreeFree
Required env varsNone listedBASE_DIRBASE_DIRSIGNORE_PATHSDB_PATHCACHE_DIRHF_ENDPOINT
Verified ownerCommunity listingCommunity listing
GitHub stars344416
Directory activity 4 views 0 installs 0 upvotes 9 views 0 installs 0 upvotes
Tools119

Tools & capabilities

Andrea9293 MCP tools 11

  • add_documentAdd a new document to the knowledge base
  • delete_documentDelete a document from the collection
  • search_documentsSearch for chunks within a specific document using semantic similarity. Always tell the user if result is truncated because of length. for example if you recive a message like this in the response: 'Tool response was too long and was truncated'
  • get_documentUse this tool only when user explicitly requests it. Retrieve a specific document by ID. Always tell the user if result is truncated because of length. for example if you recive a message like this in the response: 'Tool response was too long and was truncated'
  • list_documentsList all documents in the knowledge base
  • search_all_documentsSearch for relevant chunks across ALL documents in the knowledge base using semantic similarity (hybrid: full-text + vector). Useful for cross-document search when you don't know which document contains the answer.
  • get_context_windowReturns a window of parent content sections around a central parent_index. Use parent_index values from search results. Always tell the user if result is truncated because of length.
  • get_ui_urlGet the URL of the web UI. use this tool when user ask you to access the web interface, when the user ask you to upload a file or when the user ask you the uploads folder path. All these function are available in the web UI.
  • get_uploads_pathGet the absolute path to the uploads folder where you can manually place .txt and .md files
  • process_uploadsProcess all .txt and .md files in the uploads folder and create embeddings for them
  • list_uploads_filesList all files in the uploads folder with their details

MCP Local Rag tools 9

  • sync_startReconcile the index with all configured roots or one path
  • sync_statusPoll a running sync job
  • ingest_fileIngest or replace one file
  • ingest_dataIngest text, Markdown, or HTML already held by the client
  • query_documentsSearch with semantic matching and keyword boost
  • read_chunk_neighborsRead surrounding chunks from a search result
  • list_filesShow supported files and their ingestion state
  • delete_fileDelete an indexed file or an `ingest_data` item
  • statusShow index and search status

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

Andrea9293 MCP

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "mcp-documentation-server": {
      "command": "npx",
      "args": [
        "-y",
        "@andrea9293/mcp-documentation-server"
      ]
    }
  }
}

MCP Local Rag

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "shinpr-mcp-local-rag": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-local-rag"
      ],
      "env": {
        "BASE_DIR": "YOUR_BASE_DIR_HERE",
        "BASE_DIRS": "YOUR_BASE_DIRS_HERE",
        "IGNORE_PATHS": "YOUR_IGNORE_PATHS_HERE",
        "DB_PATH": "YOUR_DB_PATH_HERE",
        "CACHE_DIR": "YOUR_CACHE_DIR_HERE",
        "HF_ENDPOINT": "YOUR_HF_ENDPOINT_HERE"
      }
    }
  }
}

Frequently asked questions

Andrea9293 MCP is categorized under Knowledge & Memory and uses a local stdio subprocess. MCP Local Rag belongs to Knowledge & Memory and uses a local stdio subprocess. Pick Andrea9293 MCP for knowledge & memory work and MCP Local Rag for knowledge & memory.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

Andrea9293 MCP is listed as free. Auth: no auth required. MCP Local Rag is listed as free. Auth: no auth required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add mcp-documentation-server and shinpr-mcp-local-rag as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Andrea9293 MCP has a quality signal of 67/100 (Great) with 4 views, 0 installs and 344 GitHub stars. MCP Local Rag has 69/100 (Great) with 9 views, 0 installs and 416 GitHub stars.