Google tells you what exists. Faceabot tells you what holds up.
Free deterministic PDF, Markdown, citation, invisible-character, and formatting cleanup for agents.
MCP endpoint :https://textclean.org/mcp/free · website · measurements and detailsConvert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and more.
MCP endpoint :https://mcp-converter.tnkng.com/mcp · measurements and detailsTen x402-paid tools for JSON, YAML, cron, diff, text, DNS, WHOIS, GitHub, crypto, and email.
MCP endpoint :https://penniless-json-repair.sjaman.workers.dev/mcp · website · measurements and detailsClean, normalized SEC EDGAR / FRED / ETF / index data for AI agents.
Package pypi :mcp-edgar · website · measurements and detailsClean FDA regulatory data: company resolution, facilities, recalls, inspections, approvals.
MCP endpoint :https://www.regdatalab.com/mcp · website · measurements and detailsJapanese law, corporation & statistics data as MCP, normalized to English with source attribution.
MCP endpoint :https://japan-data-mcp.netlify.app/mcp · website · measurements and detailsThai data for AI agents: DBD company-registry lookup, address normalization, holidays, VAT/WHT.
Package npm :thailand-data-mcp · website · measurements and detailsScrape any company's Workable job board and get clean, de-duplicated job data: title, department…
MCP endpoint :https://mcp.apify.com?tools=enezli/workable-scraper · measurements and detailsMCP server for LC-MS data in mzML/mzMLb and Bruker timsTOF files; vendor formats via msconvert.
Package pypi :labmcp-ms-data · website · measurements and detailsValidate, transform, and normalize structured data for AI agents.
Package npm :@agenson-horrowitz/structured-data-validator-mcp · website · measurements and detailsParse and convert project data from 8 formats (MSPDI, P6 XER, NISTA, Jira, Monday, etc.)
Package pypi :pm-mcp-servers · website · measurements and detailsScrape any company's Lever job board and get clean, de-duplicated job data: title, team, location…
MCP endpoint :https://mcp.apify.com?tools=enezli/lever-scraper · measurements and detailsGovernance-grade knowledge-base format (OKF-compatible) plus CLI and single-writer MCP server
Package pypi :data-olympus · website · measurements and detailsDetect and redact PII and secrets (API keys, tokens) in text, HTML or PDF before it reaches an LLM.
MCP endpoint :https://mcp.apify.com/?tools=fetch-actor-details,fairquery/llm-data-guard-pii-secrets · website · measurements and details11 tools: web pages, JS apps and PDFs as text, feeds, sitemaps, search. 25 free calls.
MCP endpoint :https://agent-data-tools.revmesh2074.workers.dev/mcp/web · website · measurements and detailsNormalized official data with provenance, aggregations, insights, free samples and agent access.
MCP endpoint :https://agentnative.cazimedia.com/mcp · website · measurements and detailsUK Environment Agency data with cleaning - 10 tools for floods, water quality, permits, catchments.
Package pypi :bartram-companies-house · website · measurements and detailsHistorical climate data, temperatures, precipitation, and normals
MCP endpoint :https://mcp.olyport.com/noaa-climate/mcp · website · measurements and detailsAirbnb search, listing details, and calendar availability as clean structured data.
MCP endpoint :https://data.dataleads.pro/mcp/airbnb-data · website · measurements and detailsdata.ny.gov Socrata MCP.
MCP endpoint :https://gateway.pipeworx.io/data-ny/mcp · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
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