"Understanding Structured Thinking" matching MCP connectors:

Extract structured data from Bills of Lading: parties, ports, containers, incoterms. EU-hosted.

AI web extraction: send URLs + a JSON Schema, get clean structured data. Pay-per-use via x402.

Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding.

Unstructured document processing for LLM pipelines. Upload as PDF/DOCX/TXT any supported files, extract structured data (PII-redacted), build LLM-ready datasets, and search/export results — all via MCP tools (document.process, job.status, job.result, dataset.build, dataset.search, dataset.export).

RChilli MCP Hub is a production-grade MCP server that exposes RChilli's full HR data intelligence platform as 17 AI-callable tools across 4 categories. Built on 15+ years of HR data intelligence, it is trusted by ATS vendors, HR technology platforms, staffing agencies, and enterprise recruiting teams worldwide. Every tool is read-only and returns a consistent, structured JSON response — no raw exceptions, no inconsistent formats.

Chrysai provides a hosted MCP server for AI-driven data operations. After connecting an MCP client to the endpoint, you can use MCP tools such as create_app, list_apps, read_data, write_data, update_data, delete_data, and update_app, plus schema resources, to manage persistent structured data through natural language.

Access ScraperAPI tools for web scraping, crawling and structured data from major sites

Create schemas and read, write, and organize structured records in EasyData.

Parses MTN MoMo and Airtel Money Uganda SMS into structured JSON.

Live data grids for AI agents. Push structured data; humans review, agents read back via MCP.

Extract structured, schema-validated data from any document, including PDFs, scans, images, spreadsheets, and forms, directly inside the chat.

Hosted MCP server for AI-driven data ops. Create apps, manage schemas, and CRUD structured data.