Structured Data Validator MCP server
Validate, transform, and normalize structured data for AI agents.
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If you have run it, two minutes of your experience saves the next person an afternoon.
Structured Data Validator tools (5, 1 write)
write = sends, deletes, buys or postsRead from the package source without running it. The installed server may list more.
clean_textwrite actionRemove HTML tags, fix encoding issues, normalize whitespace, and extract clean text from messy input. Perfect for agents processing scraped web content or user-submitted text.
merge_datasetsMerge multiple JSON datasets with deduplication and conflict resolution. Handles overlapping data intelligently, perfect for agents combining data from multiple sources.
normalize_dataStandardize common data formats like dates, phone numbers, currencies, and addresses. Essential for agents processing user input or scraped data with inconsistent formatting.
transform_csv_to_jsonConvert CSV data to structured JSON with intelligent type inference. Handles messy CSV data, auto-detects delimiters, infers data types (numbers, dates, booleans).
validate_json_schemaValidate JSON data against a schema with detailed error reporting. Perfect for agents receiving API responses or user data that needs validation before processing.
Public scan report
scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it
- Code scan3 source files scanned25/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitylocal package, no credentials required12/15
- Maintenancelast push 178 days ago8/15
- Maintainer identitynamespace and repository owner differ4/10
How Structured Data Validator compares
Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 75/100
- higher than 45% of 48,255 servers
- Tools
- 5
- the typical server has 7
- Tools that change things
- 20%
- typical: 0%. Fewer write tools means less an agent can break
What its tools let an agent do: 3 read · 2 change
Install Structured Data Validator in Claude Code, Cursor or VS Code
Runs npx -y @agenson-horrowitz/structured-data-validator-mcp on your machine. Read the scan report first; the gateway never runs local packages.
claude mcp add structured-data-validator -- npx -y @agenson-horrowitz/structured-data-validator-mcp
Structured Data Validator: common questions
- Is Structured Data Validator MCP server safe?
- Mostly: it is graded B (75/100). Read the Structured Data Validator safety report
- How do I install Structured Data Validator?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Structured Data Validator need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Structured Data Validator maintained?
- The last commit was 216 days ago (2026-04-02). The latest release is v1.0.8.
- What can I use instead of Structured Data Validator?
- Servers from other publishers that do the same job: Oh My Posh Validator MCP server.
- How does Structured Data Validator compare with other MCP servers?
- safety score 75/100 (higher than 45% of 48,255 servers); tools 5 (the typical server has 7); tools that change things 20% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.
Alternatives to Structured Data Validator
Same job from other publishers: the closest match first, then the best rated.
- Oh My Posh ValidatorValidate oh-my-posh configurations and segment snippets against the official schema.not reviewedEstablishedA