rf-log-mcp is an MCP server for parsing and analyzing Robot Framework test result files, providing structured views and search capabilities primarily for LLM consumption.

• Parse Result Files (parse_result): Load and index a Robot Framework output.xml (RF 6.0+/7.x) or output.json (RF 7.2+) file into a SQLite store, returning a run_id. Supports force_rebuild to re-index an already-parsed file.

• Get Views (get_view): Retrieve a specific view of a parsed run by run_id or file path. Supported views:

  • summary – high-level overview of test run statistics

  • failure_path – trace/call chain of failed test steps

  • step_window – windowed detail view of test steps

  • Supports pagination via cursor, a token budget limit, and an optional selector.

• Search Messages (search_messages): Full-text search over indexed log messages within a parsed run, filterable by log level (e.g., ERROR, WARN), with a configurable limit and cursor for pagination.

• Resources: Exposes MCP resources at rf://runs/{run_id}/summary and rf://runs/{run_id}/tests/{test_id} for direct access by MCP hosts.

• Customizable storage: The default SQLite database path can be overridden via the RF_LOG_MCP_DB environment variable.

Provides tools for parsing and analyzing Robot Framework test result files (output.xml and output.json), enabling AI agents to retrieve test summaries, failure paths, step windows, and search through test messages.

Supports parsing and analysis of Robot Framework test results in XML format (output.xml files from Robot/Rebot 6.0.x/6.1+/7.x), providing structured data access to test execution details.

1. Click on "Install Server".

2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.

3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@rf-log-mcp parse_result tests/output.xml"

That's it! The server will respond to your query, and you can continue using it as needed.

Here is a step-by-step guide with screenshots.