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Knowledge Plane
AI Memory
Free

Knowledge Plane

A shared memory layer for AI agents and teams using knowledge graphs and vector embeddings to maintain a persistent, auditable source of truth across various AI tools.

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Rating
0
Reviews
0
Upvotes
3 months ago
Listed
AI memory
MCP
Knowledge Graph
Vector Database
Agentic AI
Shared Memory
Context Management
Developer Tools
Tool information
Provider
Camplight
Platforms
Web
Self-hosted
MCP Server
Languages
English
API Available
Yes
Added to directory
3 months ago
Last updated
about 1 month ago
Rating
Not available
Pricing
Free

About Knowledge Plane

What the tool does and who it's for

Knowledge Plane is a specialized shared memory layer designed for AI agents and collaborative teams. Built on the Model Context Protocol (MCP), it functions as a persistent repository that merges the capabilities of a knowledge graph with vector embeddings. Unlike flat vector stores, Knowledge Plane captures typed relationships between facts, allowing agents to understand context like ownership, dependencies, and timelines across different tools such as Cursor, Claude, and Slack. It features background workers that automatically consolidate ingested data into high-density 'knowledge cards,' ensuring a unified source of truth that stays in sync even as different agents perform distinct tasks.

Key capabilities

Model Context Protocol (MCP) native support for seamless AI tool integration.
Hybrid search combining vector similarity, graph traversal, and BM25.
Automatic consolidation of raw facts into structured knowledge cards.
Knowledge Graph storage using ArangoDB for complex relationship modeling.
Persistent long-term memory across different AI agent sessions and tools.
Self-hosting capabilities for full data sovereignty and enterprise security.
Multi-workspace isolation to keep team or project data separate.
Full audit trails to track the source and modification of every fact.
REST API for full CRUD operations alongside the MCP server interface.
Automated ingestion of GitHub repositories and local documentation.

Pricing

Free — plans below

Open Source

Most popular

Free

  • Self-hostable via Docker
  • Apache-2.0 License
  • Full Knowledge Graph access
  • Vector search integration
  • MCP Server support

Cloud / Enterprise

Contact sales

  • Managed hosting
  • Advanced workspace management
  • Priority support
  • Enhanced security features

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FAQ

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