"Understanding Workspace Control Systems or Tools" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
FirmLedger MCP server — the business record layer for modern discovery. Search and verify companies through AI assistants. Free access needs no key: business search, public company profiles, categories, countries, listing comparison, submission and claim preparation, current prices, and connection status. Pro access requires a FirmLedger API key on a Pro account and adds contact details, company relationships, moderated news, job search, domain checks, and account tools — analytics, leads, watchlist, notifications and tickets. Pro users can also let the assistant act for them, with confirmation on every action. Directory tools are read-only.
Ultra-fast (<2ms) persistent memory workspace with strict tenant isolation, cryptographic provenance, and cross-session synchronization for AI agents in Claude, Cursor, and custom agent fleets.
Connect your AI to any database — PostgreSQL, MySQL, or SQL Server — in seconds.
AI-powered life cycle assessment and modelling: connect to LCA databases, build and analyze systems
Query your Postgres from ChatGPT or Claude without exposing the database or handing over credentials. Run npx boltschema connect next to your database and it dials out over HTTPS — no inbound firewall rule, no open port, works with localhost and VPC-private databases. Read-only is enforced by a SQL guard, a Postgres READ ONLY transaction, and a scoped role generated for you.
The agent-native cloud: database, functions, AI, storage, computers. 50 tools, one API key.
Persistent knowledge graph for AI-augmented teams. Store decisions, findings, and standing rules across agent sessions with semantic search and typed connections. Includes cross-session memory, audit trail, workspace isolation, and secret detection. Built for teams running agents that need to remember. Free until launch with team tier as default, anon trial available.
PDF, image, video, OCR, screenshot, SQL, QR and text tools for agents. No API key, no signup.
Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client. Air Pipe MCP token as a bearer credential, e.g. 'Authorization: Bearer <token>'. Create one at https://app.airpipe.io/
Read and edit DB Planner database schemas (DBML/SQL), Mermaid diagrams and board layouts from any MCP client. 40 tools with annotations and output schemas. OAuth sign-in, with read and write as separate scopes enforced server-side.
Connect LLM tools to your Algolia account with user-scoped access for internal workflows.
Comprehensive PostgreSQL documentation and best practices, including ecosystem tools
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
Deploy production REST and Neo4j Graph APIs from JSON schemas in seconds. 49 tools.
Build multi-tenant apps over MCP. Schemas, CRUD, deploys — access control enforced server-side.
Forklift & aerial-lift compliance records for warehouses — read-only demo tools.
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.
Provides tools to manage Memorystore for Valkey instances and backups.
VaultCrux Memory Core — 32 tools: knowledge, decisions, constraints, signals, coverage
Query and join across SaaS tools, SQL, and NoSQL databases through one unified SQL interface.
