Xplainable MCP Server vs Filesystem

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

Xplainable 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 declaredFilesystem logoFilesystemFile Systems · Local subprocess (stdio)Secure file operations with configurable access controls.85ExcellentAuth: no auth required

Verdict: choose Xplainable MCP Server for data science tools work as a local process; choose Filesystem 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?

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

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

Feature & specification comparison

Rows where the two servers differ are marked.

SpecXplainable MCP Server logoXplainable MCP ServerFilesystem logoFilesystem
CategoryData Science ToolsFile Systems
Quality signal39/100 · Fair85/100 · Excellent
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNot declaredNo auth required
PricingNot declaredFree
Required env varsNone listedNone listed
Verified ownerCommunity listing Verified
GitHub stars191,512
Directory activity 2 views 0 installs 0 upvotes 10 views 0 installs 0 upvotes
ToolsNot listed17

Tools & capabilities

Xplainable MCP Server tools

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

Filesystem tools 17

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

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"
      ]
    }
  }
}

Filesystem

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

Frequently asked questions

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

Xplainable MCP Server has no declared pricing — check the project's own site. Filesystem 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 xplainable-mcp-server and filesystem as separate keys in the same mcpServers object, and your assistant will call tools from either one.

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