MCP Local Rag vs Shipi18n

A side-by-side look at the MCP Local Rag and Shipi18n MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

MCP 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 requiredShipi18n logoShipi18nTranslation Services · Local subprocess (stdio)Translation QA for locale files: keyless validators, semantic review and BYO-key translation44FairAuth: not declared

Verdict: choose MCP Local Rag for knowledge & memory work as a local process; choose Shipi18n for translation services as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

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

Shipi18n logoChoose Shipi18n when

  • You need dedicated capabilities in the Translation Services domain.
  • You prefer a local stdio subprocess transport.
Explore Shipi18n

Feature & specification comparison

Rows where the two servers differ are marked.

SpecMCP Local Rag logoMCP Local RagShipi18n logoShipi18n
CategoryKnowledge & MemoryTranslation Services
Quality signal69/100 · Great44/100 · Fair
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNo auth requiredNot declared
PricingFreeNot declared
Required env varsBASE_DIRBASE_DIRSIGNORE_PATHSDB_PATHCACHE_DIRHF_ENDPOINTNone listed
Verified ownerCommunity listingCommunity listing
GitHub stars4160
Directory activity 13 views 0 installs 0 upvotes 1 views 0 installs 0 upvotes
Tools9Not listed

Tools & capabilities

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

Shipi18n tools

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

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.

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"
      }
    }
  }
}

Shipi18n

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "shipi18n": {
      "command": "npx",
      "args": [
        "-y",
        "@shipi18n/cli"
      ]
    }
  }
}

Frequently asked questions

MCP Local Rag is categorized under Knowledge & Memory and uses a local stdio subprocess. Shipi18n belongs to Translation Services and uses a local stdio subprocess. Pick MCP Local Rag for knowledge & memory work and Shipi18n for translation services.

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.

MCP Local Rag is listed as free. Auth: no auth required. Shipi18n has no declared pricing — check the project's own site. 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 shinpr-mcp-local-rag and shipi18n as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, MCP Local Rag has a quality signal of 69/100 (Great) with 13 views, 0 installs and 416 GitHub stars. Shipi18n has 44/100 (Fair) with 1 views, 0 installs and 0 GitHub stars.