"Information about Automata Labs Team" matching MCP connectors:
Matching Connector Tools:
AI memory layer — one shared, persistent memory across every AI tool you connect.
Team-synced persistent AI agents memory for Claude, Codex, Cursor, claude.ai, chatgpt.com... that is always current.
Answers questions about a business using its indexed website content, with cited sources.
Shared memory for all your AI agents, your whole team and every MCP client — save, search, recall.
Search source collections your team vetted. Every passage cites its URL and fetch date.
Structured knowledge base for AI agent solutions. Search, explore, and retrieve build logs.
Governed, auditable knowledge your team curates for its AI assistants, self-hostable
Team knowledge from 20 connectors, served to any MCP agent — classified, scored, access-controlled.
MCP memory server with shared team workspaces, typed knowledge chunks (decision, finding, convention, state, question, reference), role-based access, and cross-tool support for Claude, Cursor, and Codex. The only MCP memory server built for engineering teams. Features automatic deduplication, two-layer retrieval (LLM KB selection + hybrid vector/BM25/RRF fusion), a web dashboard with knowledge graph visualization, and attribution tracking. Zero server-side LLM costs.
ContextBook is an open-source MCP server that gives AI tools a persistent, searchable context library. Store information as Books and Pages, retrieve exactly what's needed via natural-language semantic search - injected on demand, not pre-loaded. Works with Cursor, Claude, Windsurf, and any MCP-compatible client. Self-hostable, MIT licensed.
Provides metadata information to AI agents through the search API.
The Needle MCP server enables semantic search on documents stored in files like PDFs, DOCX, and XLSX by connecting AI applications to external data sources. It provides capabilities to create and manage document collections, perform natural language searches on stored content, and retrieve relevant information without requiring exact keyword matches.