react-render-profile-mcp

An Autonomous Performance SRE & Auto-Remediation Engine for React, exposed as a Model Context Protocol (MCP) server. Built specifically to bridge the performance perception gap for AI coding agents (Claude, Cursor, Copilot).

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👁️ The Blind Spot: Why AI Agents Break React Production

When an AI agent refactors a Context Provider, changes state architecture, or hooks up a global store, it is completely blind to the runtime performance impact.

An agent can successfully pass unit tests and compile code while introducing catastrophic performance regressions:

• A single state update cascading into 80 unnecessary child re-renders.
• Infinite rendering loops triggered by unstable Zustand/Redux selector references.
• Hydration mismatches forcing React to throw away server-rendered HTML and mount from scratch.
• Unstable key props causing components to unmount and mount on every render cycle (lifecycle anomalies).

react-render-profile-mcp gives AI agents a "third eye" to dynamically measure, visualize, and auto-remediate these performance bottlenecks.

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⚡ The Four Pillars of AI-SRE

Instead of raw JSON dumps, this server organizes performance data into structured, actionable insights across four core engineering pillars:

🧠 1. AST Auto-Remediation Engine (ts-morph)

ア When a bottleneck is found, the agent doesn't need to manually rewrite code. The server can mutate component source code on disk:

• Hoisting: Statically hoisting object and array literals out of render bodies.
• Dynamic Memoization: Wrapping unstable functions and variables in useCallback and useMemo with computed dependency arrays.
• ROI Wrapping: Wrapping components in React.memo only if the profiled self-time and spurious render count justify the comparison overhead (ROI > 1.5).
• Rule Auditing: Scanning code to prevent compiler bailouts (detecting Date.now(), Math.random(), or render-phase useRef mutations).

📊 2. Interactive SVG Cascade Visualizer (MCP Resource)

Generates parent-child rendering graphs directly into the agent's chat window using the custom resource URI scheme react-profile://commits/{commitId}/cascade?profile_path={profile_path}.

• Triggers are styled with distinct HSL palettes to isolate propagation channels:
  • 🔵 Context Trigger: Blue (ocean wave)
  • 🟠 Zustand/Redux Store: Orange (subscriber ripple)
  • 🔴 Props Invalidation: Red (reference mismatch)
  • 🟢 State Change: Green (emerald trigger source)

🛡️ 3. RSC Flight Stream & Security Profiler

Analyzes React Server Components (RSC) Flight streams to optimize delivery:

• Identifies bloated chunks (> 50KB) and sequential waterfalls.
• Scans payloads for prototype traversal vulnerabilities like CVE-2025-55182 (React2Shell) exploits.

⚛️ 4. Multi-Layer Trace Correlator

Aligns React commits with Chrome Performance timeline events using blink.user_timing markers.

• Measures post-commit layout, paint, and style calculation tasks to calculate real Core Web Vitals impacts (CLS / INP estimates).

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🛠️ MCP Tools Reference

Below is a compact summary of the tools exposed by this server. All tools accept a required profile_path pointing to a React DevTools export .json.

Tool Name	Parameters	Purpose / Output
get_render_summary	profile_path	Overview of commits, total render time, spurious renders count, and lifecycle anomalies.
find_spurious_renders	profile_path, min_render_count?	Lists components that rendered with identical props/state. Classifies trigger into UNSTABLE_PARENT_REF or CONTEXT_UPDATE.
analyze_compiler_efficacy	profile_path, invalid_threshold?	Computes Invalidation Index to identify where React Compiler or React.memo is bypassed.
diagnose_hydration_and_suspense	profile_path, waterfall_threshold_ms?	Detects server-client hydration mismatches and nested Suspense fetch waterfalls.
evaluate_external_store_performance	profile_path, max_blocking_task_ms?	Finds unstable useSyncExternalStore selectors and high-priority blocking sync tasks.
trace_state_cascade_footprint	profile_path, commit_index	Traces virtual owner tree to measure propagation depth and consumer count of updates.
suggest_memoization	profile_path, min_wasted_ms?	Provides high-ROI React.memo suggestions based on average self-time (> 2ms threshold).
remediate_component	file_path, component_name, unstable_props, roi_score	Modifies AST on disk to hoist variables, wrap hooks, and apply memoization.
audit_compiler_rules	file_path, component_name	Statically audits component source code for React Compiler rule violations.
profile_rsc_stream	stream_payload	Parses RSC Flight logs to audit chunk sizes, waterfalls, and React2Shell exploits.
correlate_chrome_trace	profile_path, trace_path	Aligns React commits with Chrome trace events to calculate CLS/INP web vitals impacts.

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🤖 Prompt Injection: Teach Your Agent to Profile

To get the most out of this server, add the following prompt to your agent's system instructions (e.g., in .cursorrules, Cursor System Prompt, or Claude Custom Instructions):

You are equipped with `react-render-profile-mcp`. Use it systematically whenever:

1. You make structural changes to React components, global state providers, or store selectors.
2. The user reports lag, slow input response, or UI stuttering.
3. You refactor context providers, Zustand selectors, or Redux dispatches.

Debugging Workflow:

- Ask the user to record and export a React DevTools profile (.json).
- Run `get_render_summary` to understand the scale of the problem and look for `lifecycle_anomaly: true` (unstable keys).
- Run `find_spurious_renders` and `analyze_compiler_efficacy` to pinpoint unstable prop references.
- Call the `react-profile://commits/{commitId}/cascade` resource to visualize cascades.
- Use `remediate_component` to automatically apply AST optimizations (hoisting static variables, wrapping hooks) instead of doing it manually.

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📋 How to Export a Profile

1. Open React DevTools in your browser.
2. Navigate to the Profiler tab.
3. Click the Record button (circle), interact with your application to trigger the performance issue, and click Stop.
4. Click the Save Profile icon (💾) to download the .json file.
5. Provide the absolute path to this file to the MCP server.

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⚙️ Setup & Installation

Claude Desktop

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "react-render-profile": {
      "command": "npx",
      "args": ["-y", "react-render-profile-mcp"]
    }
  }
}

Cursor / VS Code / Other Clients

Add an MCP server of type command:

• Command: npx -y react-render-profile-mcp

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🔧 Under the Hood

• ESM-Native: Built with TypeScript ESM, optimized for fast Node.js imports.
• React DevTools v5 Protocol: Natively decodes serialized operations arrays, resolving fiber snapshots and name maps.
• Lane Identification: Distinguishes between high-priority lane updates and concurrent transition commits (Low Priority/Idle) to prevent false-positive regression flags.
• AST Modification Safety: Implements ts-morph statement manipulation blocks, avoiding common parser state corruption during multi-pass rewrites.

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Part of the MCP Toolbelt

Developed alongside:

• tailwind-context-resolver-mcp — Resolve Tailwind design tokens and validate utility classes.
• v8-cpu-profile-decoder-mcp — Decode V8 CPU profiles for Node.js backend performance tuning.

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License

MIT