File AI vs MCP Gdrive

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

File AI logoFile AIFile Systems · Local subprocess (stdio)Agent-ready local document context with stable anchors.49FairAuth: not declaredMCP Gdrive logoMCP GdriveFile Systems · Local subprocess (stdio)Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.51GoodAuth: not declared

Verdict: choose File AI for file systems work as a local process; choose MCP Gdrive for file systems as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

File AI logoChoose File AI when

  • You need dedicated capabilities in the File Systems domain.
  • You prefer a local stdio subprocess transport.
  • You want tools like doc_analyze, doc_read, doc_search.
Explore File AI

MCP Gdrive logoChoose MCP Gdrive when

  • You need dedicated capabilities in the File Systems domain.
  • You prefer a local stdio subprocess transport.
  • You have the keys it needs: GDRIVE_CREDS_DIR, CLIENT_ID, CLIENT_SECRET.
  • You want tools like Description, Output.
Explore MCP Gdrive

Feature & specification comparison

Rows where the two servers differ are marked.

SpecFile AI logoFile AIMCP Gdrive logoMCP Gdrive
CategoryFile SystemsFile Systems
Quality signal49/100 · Fair51/100 · Good
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNot declaredNot declared
PricingNot declaredNot declared
Required env varsNone listedGDRIVE_CREDS_DIRCLIENT_IDCLIENT_SECRET
Verified ownerCommunity listingCommunity listing
GitHub stars3282
Directory activity 2 views 0 installs 0 upvotes 2 views 0 installs 0 upvotes
Tools52

Tools & capabilities

File AI tools 5

  • doc_analyzeparse a local file and cache a document index.
  • doc_readread blocks, chunks, or anchors from an existing index or path.
  • doc_searchsearch cached content with source anchors.
  • doc_contextretrieve nearby blocks around an anchor or query.
  • doc_list_formatslist File Viewer core registry formats, all supported extensions, renderer capabilities, and File AI extractor coverage.

MCP Gdrive tools 2

  • DescriptionSearch for files in Google Drive.
  • OutputReturns file names and MIME types of matching files.

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.

File AI

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "file-ai": {
      "command": "npx",
      "args": [
        "-y",
        "@flyfish-dev/file-ai"
      ]
    }
  }
}

MCP Gdrive

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "isaacphi-mcp-gdrive": {
      "command": "npx",
      "args": [
        "-y",
        "@isaacphi/mcp-gdrive"
      ],
      "env": {
        "GDRIVE_CREDS_DIR": "YOUR_GDRIVE_CREDS_DIR_HERE",
        "CLIENT_ID": "YOUR_CLIENT_ID_HERE",
        "CLIENT_SECRET": "YOUR_CLIENT_SECRET_HERE"
      }
    }
  }
}

Frequently asked questions

File AI is categorized under File Systems and uses a local stdio subprocess. MCP Gdrive belongs to File Systems and uses a local stdio subprocess. Pick File AI for file systems work and MCP Gdrive for file systems.

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.

File AI has no declared pricing — check the project's own site. MCP Gdrive 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 file-ai and isaacphi-mcp-gdrive as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, File AI has a quality signal of 49/100 (Fair) with 2 views, 0 installs and 3 GitHub stars. MCP Gdrive has 51/100 (Good) with 2 views, 0 installs and 282 GitHub stars.