MCP Servers / development / flakiness-knowledge-graph-mcp

flakiness-knowledge-graph-mcp

nonedevelopment

Builds a knowledge graph of flaky tests from Playwright run history

Install

How to run this server

[ { "cmd": "npx flakiness-graph-seed", "imports": [] } ]

server path: flakiness-knowledge-graph-mcp

Tools

What this server exposes

get_flaky_tests

Tests ranked by flakiness rate (failed+flaky / total runs)

get_test_history

Full run history for a specific test — status, duration, error, retry, browser, OS

get_failure_patterns

Failure rates broken down by browser × OS combination

get_slow_tests

Tests ranked by average duration

get_error_groups

Failures clustered by exact error prefix — surfaces shared root causes across tests

get_flakiness_trend

Daily flakiness rate over the last N days — shows whether a test is getting worse

cluster_semantic_error_trees

Like get_error_groups but normalises dynamic values (UUIDs, IDs, URLs) first, then fuzzy-merges with Levenshtein

correlate_git_commit_flakiness

Finds the exact commit SHA where a test transitioned stable→flaky (or back), with branch and author

Configuration

Environment & auth

authnone

Resources