Filesystem vs Xplainable MCP Server

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

Filesystem logoFilesystemFile Systems · Local subprocess (stdio)Secure file operations with configurable access controls.85ExcellentAuth: no auth requiredXplainable MCP Server logoXplainable MCP ServerData Science Tools · Local subprocess (stdio)Train, explain, optimise and deploy transparent glass-box ML models via workflow tools.39FairAuth: not declared

Verdict: choose Filesystem for file systems work as a local process; choose Xplainable MCP Server for data science tools as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

Filesystem logoChoose Filesystem when

  • You need dedicated capabilities in the File Systems domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: No auth required.
  • You want tools like path, head, tail.
Explore Filesystem

Xplainable MCP Server logoChoose Xplainable MCP Server when

  • You need dedicated capabilities in the Data Science Tools domain.
  • You prefer a local stdio subprocess transport.
Explore Xplainable MCP Server

Feature & specification comparison

Rows where the two servers differ are marked.

SpecFilesystem logoFilesystemXplainable MCP Server logoXplainable MCP Server
CategoryFile SystemsData Science Tools
Quality signal85/100 · Excellent39/100 · Fair
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNo auth requiredNot declared
PricingFreeNot declared
Required env varsNone listedNone listed
Verified owner VerifiedCommunity listing
GitHub stars91,5121
Directory activity 10 views 0 installs 0 upvotes 2 views 0 installs 0 upvotes
Tools17Not listed

Tools & capabilities

Filesystem tools 17

  • path
  • head
  • tail
  • paths
  • content
  • edits
  • oldText
  • newText
  • dryRun
  • sortBy
  • source
  • destination
  • +5 more on the listing page

Xplainable MCP Server 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.

Filesystem

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

Xplainable MCP Server

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "xplainable-mcp-server": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/xplainable/xplainable-mcp-server.git",
        "xplainable-mcp"
      ]
    }
  }
}

Frequently asked questions

Filesystem is categorized under File Systems and uses a local stdio subprocess. Xplainable MCP Server belongs to Data Science Tools and uses a local stdio subprocess. Pick Filesystem for file systems work and Xplainable MCP Server for data science tools.

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.

Filesystem is listed as free. Auth: no auth required. Xplainable MCP Server 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 filesystem and xplainable-mcp-server as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Filesystem has a quality signal of 85/100 (Excellent) with 10 views, 0 installs and 91,512 GitHub stars. Xplainable MCP Server has 39/100 (Fair) with 2 views, 0 installs and 1 GitHub stars.