"Best practices for using a library for a specific task" matching MCP connectors:

Gateway between LLM agents and world data through eight tools and a bundled endpoint catalog.

Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict.

Formula-backed WorkPaper tools for workbook readback, input edits, and JSON persistence.

Supplier intake and hidden-inventory matching for travel/resort/property offers.

DePIN telemetry, DAG manifold correlation, and verifiable data products for AI agents.

Baking unit conversion (cups/grams/temp/recipe scaling). convert_amount, convert_temperature

First-party DePIN supply telemetry, 171 networks. Every value carries a verify-yourself URL.

Multi-tenant FastMCP server for Charles Schwab brokerage data, monetized via DPYC Tollbooth

Wash-filtered intelligence for x402: categories, services, wash analysis, trends.

The first low-latency wire service purpose-built for AI agents. Ingests 54+ public APIs and 71k RSS feeds across 232 countries, outputs CWF (Cognitive Wire Format) – 80% shorter than JSON, sub-second WebSocket delivery. 9 MCP tools: get_latest_signals, search_signals, get_fused_signal, scope_signals, get_facet_manifest, list_facets, get_related_signals, list_data_sources, get_billing_profile. 26 citable fusion products with verifiable formulas – no black-box scores.

Scrapingdog MCP — wraps Scrapingdog (scrapingdog.com), a proxy-based web

Live job postings from 30+ ATS feeds and job boards, one schema. Live results need a Bearer key.

The financial MCP for AI agents - 90+ financial tables, SEC filings, signals, alt-data.

Fuzzy entity resolution and dedupe for names, addresses, and company records. $0.02/call via x402.

58 AI data quality, data matching, and data enrichment APIs for better data ROI

MCP server for Codat — companies, connections, invoices, bills and financial statements.

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.

Generate realistic, FK-consistent synthetic test data for your databases from your AI assistant.

Live job postings for AI agents: search normalized postings from 30+ ATS feeds and job boards by title, skill, country, remote, seniority and recency. Also lists sources and pricing plans.