"Real-time web scraping tools" matching MCP connectors:

The agent-native cloud: database, functions, AI, storage, auth and more. 50 tools, one API key.

Query and join across SaaS tools, SQL, and NoSQL databases through one unified SQL interface.

Executes SQL in a real ephemeral database: rows, typed errors with suggestions, plans, diffs.

Deploy a multi-user web app from your agent: hosting, auth, database, and permissions.

Comprehensive PostgreSQL documentation and best practices, including ecosystem tools

Sandbox workspace tools: search, file read, DB queries, integrations. Returns synthetic data.

EU-native PaaS for AI agents — deploy web apps with one sentence, managed Postgres, GDPR by default.

It connects with Smart Data models database with more than 1000 open licensed data models and helps you to create applications and systems interoperable with existing standards or real applications

Provides tools to manage Memorystore for Valkey instances and backups.

The BigQuery remote MCP server is a fully managed service that uses the Model Context Protocol to connect AI applications and LLMs to BigQuery data sources. It provides secure, standardized tools for AI agents to list datasets and tables, retrieve schemas, generate and execute SQL queries through natural language, and analyze data—enabling direct access to enterprise analytics data without requiring manual SQL coding.

VaultCrux Memory Core — 32 tools: knowledge, decisions, constraints, signals, coverage

Backend for vibe coders. Connect Butterbase to any MCP-compatible AI coding tool and provision a full backend automatically — database, authentication, file storage, edge functions, and real-time — from a natural language prompt. No SQL, no configuration, no backend knowledge required. Free to start at butterbase.ai.

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.

Connect LLM tools to your Algolia account with user-scoped access for internal workflows.

Analytical memory for AI agents: a real Postgres queried in plain English over MCP. One command.

Scans schema metadata to classify PHI, score HIPAA readiness, and generate compliant migrations.

ICD-10-CM / HCC medical coding tools with database-verified accuracy and denial-prevention rules.

Kotlin compile-time SQL library. Docs, code validation, and SQLite execution tools.

AI-powered ERD design tool. Create and manage database schemas using DBML with real-time canvas.

Connecting LLMs and AI agents to real-time production data shouldn't mean writing endless boilerplate middleware. BoltSchema automatically converts your PostgreSQL into secure, production-ready, and hosted Model Context Protocol (MCP) servers. Save days of engineering time, handle JSON-RPC schemas automatically, and let your AI securely query the exact data context it needs in under 60 seconds.