"AI tools for debugging Python code" matching MCP connectors:
Matching Connector Tools:
Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting
Statements, invoices, tables, ledgers — every result carries its own arithmetic proof.
Gateway between LLM agents and world data through eight tools and a bundled endpoint catalog.
Self-hosted MCP gateway: turn any API, database or MCP server into AI connectors — no code.
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
Apideck Unified API MCP — 330 tools across 200+ SaaS connectors (accounting, CRM, HRIS, ATS).
Multi-tenant FastMCP server for Charles Schwab brokerage data, monetized via DPYC Tollbooth
Wash-filtered intelligence for x402: categories, services, wash analysis, trends.
Bounded data, document, web-quality, and operations services purchased with USDC through x402.
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.
Tracker / Sigil / Cross-lens — every TunnelMind Data API operation as one MCP surface.
Your accounting ledger as typed tools: net worth, holdings, history, tax estimates, trade logging.
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.