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smart-data-extractor

by io.github.lazymac2x
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Server Details

smart-data-extractor MCP server on Cloudflare Workers · REST + MCP JSON-RPC · free tier

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2024-11-05
URL
Repository
lazymac2x/smart-data-extractor-worker
GitHub Stars
0
ChatGPT
–
Claude
–

TDQS

A4/5.0

Scored across 4 tools

Disambiguation4/5

The tools are mostly distinct: auto_schema_learn is clearly separate as it only infers schemas, while extract_from_api and extract_from_url differ by source type. batch_extract covers multi-source extraction but could overlap with single-source tools in certain scenarios. No two tools are truly indistinguishable.

Naming Consistency3/5

Naming is a mix of patterns: extract_from_api and extract_from_url share a consistent 'extract_from_X' form, but batch_extract uses an adjective+verb structure, and auto_schema_learn places the verb last. All use snake_case, which is readable, but the lack of a uniform verb_noun pattern is noticeable.

Tool Count5/5

Four tools is an ideal scope for a data extraction server, covering schema inference, single-source extraction from API and URL, and multi-source batch extraction. Each tool has a clear purpose, and the count is neither too thin nor too heavy.

Completeness4/5

The tool surface covers the core domain well: schema learning, extraction from API and URL, and batch extraction from multiple formats on a consistent schema. Minor gaps include no dedicated text extraction tool (though batch handles it) and no explicit output formatting options, but common workflows are fully supported.

Available Tools

4 tools
auto_schema_learnAInspect

Idempotent · 30s timeout · Automatically infer JSON Schema from sample data without extraction. Pass idempotency_key to deduplicate within 5 minutes.

Inputs: sample_data (required), idempotency_key.

batch_extractAInspect

Idempotent · 30s timeout · Extract data from multiple sources (JSON/JSONL/text) with a single consistent schema. Pass idempotency_key to deduplicate within 5 minutes.

Inputs: sources (required), schema, idempotency_key.

extract_from_apiAInspect

Idempotent · 30s timeout · Extract structured data from API response JSON with schema adaptation. Pass idempotency_key to deduplicate within 5 minutes.

Inputs: content (required), schema, idempotency_key.

extract_from_urlAInspect

Idempotent · 30s timeout · Extract structured data from URL content with auto schema learning. Pass idempotency_key to deduplicate identical calls within 5 minutes.

Inputs: url (required), schema, idempotency_key.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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