Configure MCP Server

Set up MCP server connections for Claude Code (WSL) and Claude Desktop (Windows).

When Use

• Set up Claude Code to connect to R via mcptools
• Configure Claude Desktop with MCP servers
• Add Hugging Face or other remote MCP servers
• Troubleshoot MCP connectivity between tools

Inputs

• Required: MCP server type (mcptools, Hugging Face, custom)
• Required: Client (Claude Code, Claude Desktop, or both)
• Optional: Authentication tokens
• Optional: Custom server implementation

Steps

Step 1: Install MCP Server Packages

For R (mcptools):

install.packages("remotes")
remotes::install_github("posit-dev/mcptools")

For Hugging Face:

npm install -g mcp-remote

Got:

mcptools

installs from GitHub, loads in R without errors.

mcp-remote

available globally via

which mcp-remote

or

npm list -g mcp-remote

.

If fail: For

mcptools

, ensure

remotes

installed first. GitHub rate-limits install? Set

GITHUB_PAT

in

~/.Renviron

. For

mcp-remote

, verify Node.js, npm installed and on PATH.

Step 2: Configure Claude Code (WSL)

R mcptools server:

claude mcp add r-mcptools stdio \
  "/mnt/c/Program Files/R/R-4.5.0/bin/Rscript.exe" \
  -- -e "mcptools::mcp_server()"

Hugging Face server:

claude mcp add hf-mcp-server \
  -e HF_TOKEN=your_token_here \
  -- mcp-remote https://huggingface.co/mcp

Verify configuration:

claude mcp list
claude mcp get r-mcptools

Got:

claude mcp list

shows both

r-mcptools

and

hf-mcp-server

(or whichever servers added).

claude mcp get r-mcptools

displays correct command, arguments.

If fail: Server not appearing in list? Verify

~/.claude.json

contains correct entry.

claude

command not found? Add to PATH:

export PATH="$HOME/.claude/local/node_modules/.bin:$PATH"

.

Step 3: Configure Claude Desktop (Windows)

Edit

%APPDATA%\Claude\claude_desktop_config.json

:

{
  "mcpServers": {
    "r-mcptools": {
      "command": "C:\\PROGRA~1\\R\\R-45~1.0\\bin\\x64\\Rscript.exe",
      "args": ["-e", "mcptools::mcp_server()"]
    },
    "hf-mcp-server": {
      "command": "mcp-remote",
      "args": ["https://huggingface.co/mcp"],
      "env": {
        "HF_TOKEN": "your_token_here"
      }
    }
  }
}

Important: Use 8.3 short paths for Windows directories with spaces (

PROGRA~1

not

Program Files

). Use environment variables for tokens, not

--header

arguments.

Got: JSON config file at

%APPDATA%\Claude\claude_desktop_config.json

is valid JSON with correct server entries. Claude Desktop shows MCP server indicators after restart.

If fail: Validate JSON with linter (e.g.,

jq . < config.json

). Use 8.3 short paths (

PROGRA~1

) if Windows path spaces cause parsing errors. Ensure Claude Desktop fully restarted (not minimized).

Step 4: Configure R Session for MCP

Add to project

.Rprofile

:

if (requireNamespace("mcptools", quietly = TRUE)) {
  mcptools::mcp_session()
}

Starts MCP session automatically when opening project in RStudio.

Got:

.Rprofile

conditionally starts

mcptools::mcp_session()

when project opened in RStudio. MCP tools available automatically.

If fail:

mcptools

not found at session start? Verify installed in library RStudio uses (check

.libPaths()

). Using renv? Ensure mcptools in renv library.

Step 5: Verify Connections

Test R MCP from WSL:

"/mnt/c/Program Files/R/R-4.5.0/bin/Rscript.exe" -e "mcptools::mcp_server()"

Test from within Claude Code:

Start Claude Code, use MCP tools — should appear in tool list.

Test Claude Desktop:

Restart Claude Desktop after configuration changes. Check for MCP server indicators in UI.

Got: Running Rscript with

mcptools::mcp_server()

produces output without errors. MCP tools appear in Claude Code tool list during active session. Claude Desktop shows server status after restart.

If fail: Rscript command fails? Check full path correct (

ls "/mnt/c/Program Files/R/"

to verify R version). Tools don't appear in Claude Code? Restart session. Claude Desktop? Check firewall settings.

Step 6: Multi-Server Configuration

Both Claude Code and Claude Desktop support multiple MCP servers simultaneously:

# Claude Code: add multiple servers
claude mcp add r-mcptools stdio "/path/to/Rscript.exe" -- -e "mcptools::mcp_server()"
claude mcp add hf-mcp-server -e HF_TOKEN=token -- mcp-remote https://huggingface.co/mcp
claude mcp add custom-server stdio "/path/to/server" -- --port 3001

Got: Multiple MCP servers configured, accessible simultaneously.

claude mcp list

shows all servers. Each server's tools available in same Claude Code session.

If fail: Servers conflict? Check each has unique name in configuration. One server blocks others? Verify servers use non-blocking I/O (stdio transport handles this automatically).

Checks

• claude mcp list

  shows all configured servers
• R MCP server responds to tool calls
• Hugging Face MCP server authenticates, responds
• Both Claude Code and Claude Desktop can connect (if both configured)
• MCP tools appear in tool list during sessions

Pitfalls

• Windows path spaces: Use 8.3 short names or quote paths correctly. Different tools parse paths differently.
• Token in command args: On Windows,

  --header "Authorization: Bearer token"

  fails due to parsing. Use environment variables instead.
• Confusing Claude Code and Claude Desktop configs: Separate tools with separate config files (

  ~/.claude.json

  vs

  %APPDATA%\Claude\

  )
• npx vs global install:

  npx mcp-remote

  may fail in Claude Desktop context. Install globally with

  npm install -g mcp-remote

  .
• mcptools version: Ensure mcptools up to date. Requires

  ellmer

  package as dependency.

See Also

• build-custom-mcp-server

  - creating own MCP server

• troubleshoot-mcp-connection

  - debugging connection issues

• setup-wsl-dev-environment

  - WSL setup prerequisite