"Allowing MCP and Claude to Interact with Firebase/Firestore Database" matching MCP connectors:

Bounce Watch tells you what just changed at a company, and when. Who raised money. Who hired a senior person. Who opened an office, won a customer, or announced a partnership. Over forty kinds of event, three million of them so far, and every one carries the date it happened. That date is the point. Knowing a company raised money is not very useful on its own. Knowing they raised it eleven days ago is the difference between a good call and a late one. Ask in plain language — "which Dutch companies under 50 people raised in the last month", "what has been happening at stripe.com" — and get real company names back with dates and sources. Every event carries a score from 1 to 10, so a funding round outranks a conference booth and you can set a floor that removes the noise. It can also come to you: put a watch on a company and you get told the next time something happens there. And when we do not know, we say so. "Nothing happened here" and "we have not checked here recently" look identical from the outside — an empty answer — and an assistant will confidently report the second as the first. So every response says how recently we looked. Connect with OAuth, no key to paste. Every new account gets 2,500 free credits, no card and no expiry. Paid plans start at 99 EUR a month, and the same account covers the REST API too.

Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting

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.

Ask Personio Recruiting the recruiting-ops questions dashboards miss by connecting applications, stage transitions, candidates, recruiting jobs, categories, org units, workplaces, jobs catalog, webhooks, event activity, and intake documents. Find stage-movement stalls, candidate freshness gaps, source quality by job/category, hiring load by department and workplace, webhook delivery issues, intake readiness gaps, and bottleneck owners. No dashboard build. No SQL.

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

Auto-discover validation rules from data — scan, profile, health-score. No rules to write.

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

Statements, invoices, tables, ledgers — every result carries its own arithmetic proof.

Pre-computed market data that improves agent reasoning, reduces token usage, and replaces pipelines.

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

Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify category IDs.

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

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).

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

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

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

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