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, Hermes, LangChain, LangGraph, LlamaIndex, and n8n in Python; Vercel AI SDK, Mastra, VoltAgent, and OpenAI via the TypeScript SDK.

IDE skills

memanto connect <ide> installs a tool-specific skill file (e.g. CLAUDE.md, .cursor/rules/memanto.mdc) into your project.

OKF

Move memories in and out of Memanto as portable Open Knowledge Format bundles — vendor-neutral markdown you can browse, version in git, and import anywhere.

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.

Supported Tools

Memanto integrates with 13+ AI coding assistants. Each has its own setup page — click through for the CLI connector and MCP config:

Tool	Type	Status
Claude Code	IDE Extension	✓ Supported
Cursor	IDE	✓ Supported
Cline	IDE Extension	✓ Supported
Windsurf	IDE	✓ Supported
Continue	IDE Extension	✓ Supported
Codex	IDE	✓ Supported
Gemini CLI	CLI	✓ Supported
GitHub Copilot	IDE Extension	✓ Supported
OpenCode	IDE	✓ Supported
Goose	IDE	✓ Supported
Roo	IDE	✓ Supported
Antigravity	IDE	✓ Supported
Augment	IDE	✓ Supported

What Integrations Enable

Once connected, tools can:

1. Store Development Context

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

2. Recall Past Decisions

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

3. Access Memory APIs

Full programmatic access to:

Store memories
Recall memories
Generate answers
Manage sessions

4. Continuous Learning

Tools learn from previous sessions and carry context forward.

Quick Start

Step 1: Install & Configure Memanto

pip install memanto
memanto  # Configure with API key

Step 2: Create Agent

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

Step 3: Connect Your Tool

# For Claude Code
memanto connect claude-code

# For Cursor
memanto connect cursor

# For Windsurf
memanto connect windsurf

Step 4: Start Using

Your tool now has access to memories!

Integration Patterns

Single Tool Integration

Connect one tool:

memanto connect claude-code

Benefits:

Simple setup
Clear memory isolation
Perfect for single-person projects

Team Integration

Connect multiple tools:

memanto connect claude-code
memanto connect cursor
memanto connect windsurf

Benefits:

Team shared context
Cross-tool consistency
Better collaboration

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

Use Cases

Learning New Codebase

Tool remembers:

Architecture decisions
Naming conventions
Common patterns
“Why” behind decisions

Multi-Session Development

Tool carries context across days:

Open issues
In-progress features
Code review feedback
Design decisions

Team Onboarding

New team members benefit from:

Accumulated project knowledge
Decision history
Best practices
Common pitfalls to avoid

Cross-Project Knowledge

Tool learns and applies:

Patterns from Project A to Project B
Solutions to common problems
Team conventions
Lessons learned

Configuration

Local Scope

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

Global Scope

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

Management

List Connections

memanto connect list

Shows all connected tools and their scope.

Remove Connection

memanto connect remove claude-code

Disconnects a tool (memories remain).

Connect Multiple

memanto connect multi

Interactive selection of multiple tools.

Tips & Tricks

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

# All three access same memories

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

Backup Memories

# Export before disconnecting
memanto memory export

# All memories saved locally

For a portable, git-friendly backup, export an OKF bundle instead — a directory of markdown files you can browse or import into another agent:

memanto memory export --okf

Next Steps

Integrations let Memanto work within your favorite development tools!

​Integrations Overview

MCP

Frameworks

IDE skills

OKF

​Supported Tools

​What Integrations Enable

​1. Store Development Context

​2. Recall Past Decisions

​3. Access Memory APIs

​4. Continuous Learning

​Quick Start

​Step 1: Install & Configure Memanto

​Step 2: Create Agent

​Step 3: Connect Your Tool

​Step 4: Start Using

​Integration Patterns

​Single Tool Integration

​Team Integration

​Multi-Environment

​Use Cases

​Learning New Codebase

​Multi-Session Development

​Team Onboarding

​Cross-Project Knowledge

​Configuration

​Local Scope

​Global Scope

​Management

​List Connections

​Remove Connection

​Connect Multiple

​Tips & Tricks

​Share Context Across Tools

​Switch Contexts

​Backup Memories

​Next Steps

Integrations Overview

Supported Tools

What Integrations Enable

1. Store Development Context

2. Recall Past Decisions

3. Access Memory APIs

4. Continuous Learning

Quick Start

Step 1: Install & Configure Memanto

Step 2: Create Agent

Step 3: Connect Your Tool

Step 4: Start Using

Integration Patterns

Single Tool Integration

Team Integration

Multi-Environment

Use Cases

Learning New Codebase

Multi-Session Development

Team Onboarding

Cross-Project Knowledge

Configuration

Local Scope

Global Scope

Management

List Connections

Remove Connection

Connect Multiple

Tips & Tricks

Share Context Across Tools

Switch Contexts

Backup Memories

Next Steps