Confluo

Keep your project knowledge in one place and reuse it across every AI assistant you work with. Confluo helps developers, founders, freelancers, researchers, and teams capture conversations, preserve important decisions, and share project context between ChatGPT, Claude, Gemini, and other AI tools without repeating the same explanations.

Build a Shared Memory for Every Project

Instead of losing important decisions across dozens of AI chats, Confluo turns conversations into structured, searchable project memory. Save discussions manually or through the Chrome extension, organise them by project, and instantly retrieve the context you need when switching between AI assistants or returning to work weeks later.

Whether you're building software, researching ideas, managing client work, or documenting technical decisions, Confluo keeps project knowledge organised and reusable.

Key Features

Project Memory

Store important project knowledge in one shared workspace.

Capture information including:

• Decisions
• Bugs
• Code snippets
• Research
• Next steps

so important context isn't lost across conversations.

AI Conversation Capture

Save AI conversations for future reference.

Import conversations through:

• Chrome extension
• Manual saving
• AI chat history
• Project sessions
• Conversation archives

to build a lasting project record.

Search Across Memories

Find information without searching individual chat threads.

Search across:

• Project memories
• Technical discussions
• Research notes
• Decisions
• Saved conversations

from one unified search interface.

Switch Context

Move projects between AI assistants more easily.

Generate concise context briefs that can be pasted into:

• ChatGPT
• Claude
• Gemini
• Other AI assistants
• New conversations

without rewriting project history.

Claude MCP Integration

Connect project memory directly with Claude.

The MCP connector allows Claude to:

• Read project context
• Search memories
• Save conversations
• Retrieve information
• Work with existing project knowledge

inside your workflow.

Timeline View

Review project history chronologically.

Browse:

• Conversation sessions
• Project milestones
• Saved memories
• Decision history
• Development progress

over time.

Knowledge Graph

Explore relationships between project information.

Visualise connections between:

• Ideas
• Decisions
• Code
• Research
• Related conversations

to better understand project context.

Team Workspace

Collaborate around shared project knowledge.

Work together using:

• Shared files
• Team discussions
• Project collaboration
• Centralised knowledge
• Shared memory

alongside AI conversations.

Reliable Memory Extraction

Continue processing conversations even if one extraction method fails.

The platform supports:

• Gemini extraction
• Groq fallback
• Rule-based extraction
• Reliable processing
• Automatic memory generation

for improved consistency.

Source Attribution

Trace every saved fact back to its original conversation.

Each memory remains linked to:

• Original chat
• Source session
• Conversation history
• Context origin
• Supporting discussion

making information easier to verify and manage.

Built for AI Knowledge Management

Confluo combines AI conversation capture, searchable project memory, cross-platform AI context sharing, Claude MCP integration, knowledge graphs, timeline views, collaborative workspaces, and source-linked memory management into one AI knowledge platform.

Key benefits include:

• AI project memory
• AI context manager
• Cross-AI knowledge base
• AI conversation manager
• Project knowledge workspace

Built For

• Software Developers
• Startup Founders
• Freelancers
• Researchers
• Product Teams
• AI Power Users

Common Use Cases

• Saving AI project conversations
• Switching between ChatGPT and Claude
• Sharing project context across AI tools
• Documenting technical decisions
• Tracking research and development
• Building searchable project knowledge

Why It Matters

Project knowledge often becomes fragmented across multiple AI conversations, making it difficult to remember past decisions or provide consistent context when switching between assistants. Confluo solves this by turning conversations into structured, searchable project memory that works across ChatGPT, Claude, Gemini, and other AI tools. With conversation capture, unified search, context transfer, Claude MCP integration, knowledge graphs, collaborative workspaces, reliable memory extraction, and source-linked records, teams can preserve project knowledge, reduce repetitive prompting, and give every AI assistant the context needed to produce better answers.

Keep Your AI Project Knowledge in One Place

Capture AI conversations, build searchable project memory, organise decisions, code, research, and next steps by project, generate reusable context for ChatGPT, Claude, Gemini, and other AI assistants, search knowledge across every saved conversation, collaborate with shared files and discussions, trace every memory back to its original source, and make switching between AI tools effortless.