MCP Obsidian vs MCP Local Rag

A side-by-side look at the MCP Obsidian 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.

MCP Obsidian logoMCP ObsidianKnowledge & Memory · Local subprocess (stdio)Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant.73GreatAuth: 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 MCP Obsidian 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?

MCP Obsidian logoChoose MCP Obsidian 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 read_note, write_note, patch_note.
Explore MCP Obsidian

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.

SpecMCP Obsidian logoMCP ObsidianMCP Local Rag logoMCP Local Rag
CategoryKnowledge & MemoryKnowledge & Memory
Quality signal73/100 · 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 stars1,697416
Directory activity 10 views 0 installs 0 upvotes 9 views 0 installs 0 upvotes
Tools189

Tools & capabilities

MCP Obsidian tools 18

  • read_noteRead a note from the Obsidian vault
  • write_noteWrite a note to the Obsidian vault
  • patch_noteEfficiently update part of a note by replacing a specific string. This is more efficient than rewriting the entire note for small changes.
  • list_directoryList files and directories in the vault (includes non-note filenames, while read/write tools remain note-only)
  • delete_noteDelete a note from the Obsidian vault (requires confirmation). Supports permanent delete, vault trash, or system trash.
  • search_notesSearch for notes in the vault by content or frontmatter
  • move_noteMove or rename a note in the vault
  • move_fileMove or rename any file in the vault (binary-safe, file-only, requires confirmation)
  • read_multiple_notesRead multiple notes in a batch (max 10 files)
  • update_frontmatterUpdate frontmatter of a note without changing content
  • get_notes_infoGet metadata for notes without reading full content
  • get_frontmatterExtract frontmatter from a note without reading the content
  • +6 more on 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.

MCP Obsidian

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "bitbonsai-mcp-obsidian": {
      "command": "npx",
      "args": [
        "-y",
        "@bitbonsai/mcpvault@latest"
      ]
    }
  }
}

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

MCP Obsidian 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 MCP Obsidian 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.

MCP Obsidian 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 bitbonsai-mcp-obsidian and shinpr-mcp-local-rag as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, MCP Obsidian has a quality signal of 73/100 (Great) with 10 views, 0 installs and 1,697 GitHub stars. MCP Local Rag has 69/100 (Great) with 9 views, 0 installs and 416 GitHub stars.