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Documentation Index

Fetch the complete documentation index at: https://docs.memanto.ai/llms.txt

Use this file to discover all available pages before exploring further.

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Integrations Overview

Memanto plugs into AI assistants, frameworks, and IDEs through three complementary paths:

MCP

Add Memanto to any Model Context Protocol client (Claude Desktop, Cursor, Windsurf, Cline, Continue, Goose, …) with a single JSON config block.

Frameworks

Drop-in memory for agent frameworks — CrewAI, LangChain, LlamaIndex, and n8n.

IDE skills

memanto connect <ide> installs a tool-specific skill file (e.g. CLAUDE.md, .cursor/rules/memanto.mdc) into your project.
Most users start with MCP — it’s the lowest-friction way to give a desktop AI assistant persistent memory. Use frameworks when building custom agents in Python, and IDE skills when you want a checked-in rules file your team can share.

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Supported Tools

Memanto integrates with 13+ AI coding assistants:
ToolTypeStatus
Claude CodeIDE Extension✓ Supported
CursorIDE✓ Supported
ClineIDE Extension✓ Supported
WindsurfIDE✓ Supported
ContinueIDE Extension✓ Supported
CodexIDE✓ Supported
Gemini CLICLI✓ Supported
GitHub CopilotIDE Extension✓ Supported
OpenCodeIDE✓ Supported
GooseIDE✓ Supported
RooIDE✓ Supported
AntigravityIDE✓ Supported
AugmentIDE✓ Supported

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What Integrations Enable

Once connected, tools can:

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1. Store Development Context

"User prefers TypeScript and strict type checking"
"Project uses React 18 with hooks"
"API endpoints follow REST conventions"

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2. Recall Past Decisions

Query: "Why did we choose PostgreSQL?"
Result: "Chose PostgreSQL to support JSON queries efficiently"

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3. Access Memory APIs

Full programmatic access to:
  • Store memories
  • Recall memories
  • Generate answers
  • Manage sessions

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4. Continuous Learning

Tools learn from previous sessions and carry context forward.

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Quick Start

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Step 1: Install & Configure Memanto

pip install memanto
memanto  # Configure with API key

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Step 2: Create Agent

memanto agent create dev-assistant
memanto agent activate dev-assistant

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Step 3: Connect Your Tool

# For Claude Code
memanto connect claude-code

# For Cursor
memanto connect cursor

# For Windsurf
memanto connect windsurf

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Step 4: Start Using

Your tool now has access to memories!

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Integration Patterns

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Single Tool Integration

Connect one tool: 
memanto connect claude-code
Benefits:
  • Simple setup
  • Clear memory isolation
  • Perfect for single-person projects

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Team Integration

Connect multiple tools: 
memanto connect claude-code
memanto connect cursor
memanto connect windsurf
Benefits:
  • Team shared context
  • Cross-tool consistency
  • Better collaboration

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Multi-Environment

Different agents for different projects: 
# In your Development project
cd my-dev-project
memanto agent activate dev-assistant
memanto connect claude-code

# In your Production project
cd my-prod-project
memanto agent activate prod-assistant
memanto connect claude-code

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Use Cases

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Learning New Codebase

Tool remembers:
  • Architecture decisions
  • Naming conventions
  • Common patterns
  • “Why” behind decisions

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Multi-Session Development

Tool carries context across days:
  • Open issues
  • In-progress features
  • Code review feedback
  • Design decisions

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Team Onboarding

New team members benefit from:
  • Accumulated project knowledge
  • Decision history
  • Best practices
  • Common pitfalls to avoid

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Cross-Project Knowledge

Tool learns and applies:
  • Patterns from Project A to Project B
  • Solutions to common problems
  • Team conventions
  • Lessons learned

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Configuration

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Local Scope

memanto connect claude-code
# Installs in: project/.claude/memanto
# Only this project can access

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Global Scope

memanto connect claude-code --global
# System-wide installation
# All projects can access

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Management

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List Connections

memanto connect list
Shows all connected tools and their scope.

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Remove Connection

memanto connect remove claude-code
Disconnects a tool (memories remain).

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Connect Multiple

memanto connect multi
Interactive selection of multiple tools.

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Tips & Tricks

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Share Context Across Tools

# Same agent for all tools
memanto connect claude-code
memanto connect cursor
memanto connect windsurf

# All three access same memories

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Switch Contexts

# Need to work on a different context? Switch the active agent:
memanto agent activate different-agent
# Now all your connected tools will use the new agent's memory

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Backup Memories

# Export before disconnecting
memanto memory export

# All memories saved locally

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Next Steps

Integrations let Memanto work within your favorite development tools!