"Understanding Batch Processing in Computing or Operations" matching MCP connectors:

Find novel, statistically validated patterns in tabular data — hypothesis-free.

Self-hosted MCP gateway: turn any API, database or MCP server into AI connectors — no code.

Bounded data, document, web-quality, and operations services purchased with USDC through x402.

Read and write patients, facilities, medical documents, and consolidated FHIR records in Metriport.

Scans text for personally identifiable information — emails, phone numbers, SSNs, credit card numbers, physical addresses, names — and returns a redacted version. Built for agents sanitizing user content, support tickets, logs, or documents before storage, sharing, or feeding into another LLM call. Pay-per-call via x402 (USDC on Base): $0.01/call, no account or API key. tools/list and /openapi.json are free for discovery.

Fuzzy entity resolution and dedupe for names, addresses, and company records — the "is this the same person/company" problem that breaks exact-match joins. Clean CRM exports, merge duplicates, reconcile vendor lists. Pay-per-call via x402 (USDC on Base): $0.008/call, no account or API key. tools/list and /openapi.json are free for discovery.

Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.

Self-hosted, open-source MCP gateway: turn any API, database or MCP server into custom connectors for Claude, ChatGPT, Gemini, Copilot & Cursor — no code. Converts REST, SOAP, WSDL, GraphQL & SQL to MCP, with OAuth2, RBAC & audit log. 175+ pre-built adapters. This is the public read-only demo endpoint — run your own at https://github.com/HelpCode-ai/anythingmcp

CoreModels schema editor: nodes, mixins, relations, JSON Schema import/export. Sign-in required.

Schema modeling in JSON, JSON-LD, and other formats with CoreModels platform.

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).

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 live interest rate forward curves, swap pricing, FX forwards, inflation forecasts, and bond yields directly from your AI workflows. Blue Gamma's MCP server exposes the same data available through their API and Excel Add-in — covering indices like SOFR, SONIA, EURIBOR, ESTR, CORRA, STIBOR, NIBOR, and CIBOR. Query swap rates, pull forward curves, and price amortising swaps without leaving your LLM-powered tools. Requires a Bluegamma account — sign up at bluegamma.io.

Renders interactive Chart.js charts and dashboards inline in AI conversations.

Renders interactive Chart.js charts and dashboards inline in AI conversations. Supports bar, line, area, pie, doughnut, scatter, and radar charts with multi-chart dashboard grids.

Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model benchmarks.

The all-in-one data stack for agents. Upload files, run SQL, evolve tables, and render charts.

Connect any two APIs and keep them in sync — 48 MCP tools with shadow previews and diagnostics.

Keep a target database continuously in sync with a source on another provider, then promote it.

Move a database between providers, or convert MySQL to PostgreSQL, with integrity verified.