Web URL canonicalization and anti-crawler trap detector identifying circular paths, infinite paginations, and tracking parameter bloat.
genpark-url-canonicalization-anti-crawler-trap-skill
Production-Grade Autonomous Web Browsing & Extraction Skill • 100% Standard Library Python • Native Model Context Protocol (MCP)
genpark-url-canonicalization-anti-crawler-trap-skill delivers zero-dependency, low-latency web automation, DOM semantic pruning, and execution trajectory evaluation primitives engineered strictly using Python 3.9+ standard library.
🌟 Key Architectural Capabilities - Zero External Dependencies: Operates exclusively via pure Python (html.parser, urllib.parse, re, math, json). Zero pip install overhead, zero headless browser crashes. - Enterprise Web Agent Invariants: Implements formal token-pruning algorithms, form auto-mapping, anti-crawler trap normalization, Markdown-to-JSON type inference, and trajectory Levenshtein distance evaluation. - Native Anthropic MCP Protocol: Compliant with standard JSON-RPC 2.0 stdio MCP specifications for Claude Desktop, Cursor, and Windsurf.
🏗️ Architectural Topology & State Machine
🔌 One-Click MCP Integration (Claude Desktop / Cursor)
Add to your claudedesktopconfig.json or cursor.json:
This skill contains pre-configured smithery.yaml and pyproject.toml manifests. Install directly via pip:
Maintained with ❤️ by GenPark AI Engineering • Powering Next-Gen Autonomous Web Agents 🌍
From the project README.
Add the radar badge to your README — it shows your project was picked up by MCP Radar and links to this page:
[](https://mcp.liqiwa.com/s/Alpha-Park--genpark-url-canonicalization-anti-crawler-trap-skill.html)
Autonomous web form inspector and schema auto-mapper matching input attributes, autocomplete hints, and regex validations to agent state.
alphaparkinc/genpark-web-form-input-schema-auto-mapper-skillAutonomous web form inspector and schema auto-mapper matching input attributes, autocomplete hints, and regex validations to agent state.
alphaparkinc/genpark-markdown-table-to-json-transformer-skillZero-dependency Markdown table to structured JSON transformer with automated column type inference and format normalization.
Alpha-Park/genpark-agent-synthetic-trajectory-evaluator-skillExecution trajectory evaluator computing action-level precision, recall, and Levenshtein sequence edit distance against gold benchmarks.
Alpha-Park/genpark-html-dom-semantic-tree-pruner-skillZero-dependency HTML DOM semantic tree pruner compressing web markup into accessibility-friendly clean trees with 80%+ token reduction.
alphaparkinc/genpark-agent-synthetic-trajectory-evaluator-skillExecution trajectory evaluator computing action-level precision, recall, and Levenshtein sequence edit distance against gold benchmarks.
The top new MCP servers of the week, every Monday. No spam, unsubscribe anytime.