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Yuque MCP vs MCP Local Rag

A side-by-side look at the Yuque 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.

Yuque MCP logoYuque MCPKnowledge & Memory · Local subprocess (stdio)MCP server for Yuque — expose your knowledge base to AI assistants.45FairAuth: not declaredMCP 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 Yuque 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?

Yuque MCP logoChoose Yuque MCP when

  • You need dedicated capabilities in the Knowledge & Memory domain.
  • You prefer a local stdio subprocess transport.
  • You have the keys it needs: YUQUE_TOKEN.
Explore Yuque 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.

SpecYuque MCP logoYuque MCPMCP Local Rag logoMCP Local Rag
CategoryKnowledge & MemoryKnowledge & Memory
Quality signal45/100 · Fair69/100 · Great
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNot declaredNo auth required
PricingNot declaredFree
Required env varsYUQUE_TOKENBASE_DIRBASE_DIRSIGNORE_PATHSDB_PATHCACHE_DIRHF_ENDPOINT
Verified ownerCommunity listingCommunity listing
GitHub stars257416
Directory activity 2 views 0 installs 0 upvotes 13 views 0 installs 0 upvotes
ToolsNot listed9
Full listingView Yuque MCP View MCP Local Rag

Tools & capabilities

Yuque MCP tools

No tool names declared yet. Check the project README from the listing page.

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.

Yuque MCP

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "yuque-mcp-2": {
      "command": "npx",
      "args": [
        "-y",
        "yuque-mcp"
      ],
      "env": {
        "YUQUE_TOKEN": "YOUR_YUQUE_TOKEN_HERE"
      }
    }
  }
}

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

Yuque 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 Yuque 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.

Yuque MCP has no declared pricing — check the project's own site. 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 yuque-mcp-2 and shinpr-mcp-local-rag as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Yuque MCP has a quality signal of 45/100 (Fair) with 2 views, 0 installs and 257 GitHub stars. MCP Local Rag has 69/100 (Great) with 13 views, 0 installs and 416 GitHub stars.

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