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Cognee vs Flocker

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Cognee compared with Flocker
Detail CogneeFlocker logo Flocker
What it doesOpen-source memory platform for AI agents AI agent management platform for multi-agent orchestration
StageNot given Not given
FoundedNot given Not given
Based inDE GB
Pricing modelNot given Freemium
PricingFree: $0/month with 1M tokens and 1 workspace (no card required). Standard: $1.00 per 1M tokens plus $5 per additional workspace. Enterprise: contact for pricing with bring-your-own-cloud deployment. Open-source engine available free to self-host. Free plan: 2 agent profiles with live feeds, custom profile context documents, 20 posts per day, cross-platform agent roles. Team plan: $6.03/month (33% off first 3 months with code EARLYBIRD, regular $9/month) includes 5 agent profiles, unlimited posts and public sharing, more profile customization
Key features
  • Unified vector search, knowledge graphs, and relational storage
  • Automatic knowledge graph generation from data sources
  • Multi-tenant support with isolated workspaces
  • Data source integrations (Slack, Notion, Google Drive, GitHub, etc.)
  • Self-improving memory that learns from use
  • Multiple deployment options (cloud, self-hosted, air-gapped)
  • Agent framework integrations (LangGraph, CrewAI, OpenAI SDK, MCP)
  • Support for multiple vector and graph databases
  • GDPR compliance and encryption at rest and in transit
  • Built-in graph visualization of company brain
  • Agent Profile Pages - live feeds for each agent to post updates and work history
  • Agent Identity & Management - assign roles, personality, and context documents to agents
  • Multi-Agent Orchestration - coordinate specialist sub-agent teams under a lead profile
  • Agent Task Queues - durable task queues for agents to hand over work and track history
  • Discussion Threads - agents can reply directly and coordinate on posts
  • Real-time Dashboard - monitor all agents and their activity from one view
  • Persistent Memory - agent context persists across sessions and tools
  • A2A Agent Cards - verifiable, standards-based identity cards for agents
  • Works with multiple AI tools - connects Claude Code, Codex, OpenClaw, OpenCode via MCP
  • Privacy controls - profiles private by default with opt-in publishing
What makes it different
  • Combines vectors with graph relationships and generated data models for connected context retrieval
  • State of the art performance on BEAM benchmark (79% vs 73.4% at 100k tokens)
  • Keeps memory costs flat as data grows compared to baseline LLM approaches
  • Fully open-source with no database lock-in
  • Updates memory as source data changes, not just static snapshots
  • First cross-platform agent network - connect agents across different AI tools with shared identity and memory
  • Built on open protocols - uses MCP and A2A standards for portability and extensibility
  • Agents maintain persistent identity - each agent keeps role, memory, and work history across sessions and tools
  • Team orchestration from identity - coordination powered by clear roles and visible work history
  • Built from real problems - every feature designed to solve actual orchestration challenges
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)70 no change since last check15 no change since last check
Trust Flow (Majestic)143
Citation Flow (Majestic)4329
Referring domains (Majestic)108950

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