Koskamo

CourseProfiler MCP MCP server

An MCP server for trail running and ultramarathon analysis that allows agents to analyze GPX/FIT files, inspect runner evidence, assess finish-time goals, compare pacing strategies, and generate personalized race plans using CourseProfiler's proprietary analysis services.

Endpoint and access

No sign-in: your client connects and lists tools immediately, with no account or key.

No sign-inEndpoint checked 2026-10-05Operated by CourseProfiler
MCP endpoint (Streamable HTTP)
https://courseprofiler.com/mcp
Vendor documentation

What you can do with it

  • Analyze GPX/FIT files to inspect climbs, splits, and data quality
  • Assess finish-time goals and compare pacing strategies
  • Generate personalized race plans from course and runner inputs
  • Search the race catalog and import official course files
Tools advertised by the last live check:
  • create_race_plan
  • search_race_catalog
  • import_course
  • enrich_course_waypoints
  • generate_course_segments
  • generate_runner_profile
  • submit_course
  • get_course_submission_requirements
  • get_race_plan_requirements
  • get_runner_profile_requirements
  • get_artifact_upload_requirements
  • get_job
  • get_artifact
  • validate_course_profile
  • validate_runner_profile
  • export_race_plan_pdf
  • build_runner_profile_from_strava
  • analyze_activity
  • inspect_analysis
  • compare_execution
  • inspect_runner_profile
  • assess_finish_time_goal
  • compare_pacing_strategies
  • import_profile_attachment

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers a Streamable HTTP server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http courseprofiler-mcp https://courseprofiler.com/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add courseprofiler-mcp --url https://courseprofiler.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable courseprofiler-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "courseprofiler-mcp": {
      "url": "https://courseprofiler.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure). The type must be streamableHttp for a remote HTTP server.
Cline configuration
{
  "mcpServers": {
    "courseprofiler-mcp": {
      "type": "streamableHttp",
      "url": "https://courseprofiler.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start courseprofiler-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "courseprofiler-mcp": {
      "type": "http",
      "url": "https://courseprofiler.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http courseprofiler-mcp https://courseprofiler.com/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.
Claude Desktop configuration
{
  "mcpServers": {
    "courseprofiler-mcp": {
      "url": "https://courseprofiler.com/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "courseprofiler-mcp": {
      "serverUrl": "https://courseprofiler.com/mcp"
    }
  }
}

Do you run CourseProfiler MCP?

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