> ## 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. # Overview > Overview of Memanto integrations with popular AI frameworks, MCP clients, and IDEs. # Integrations Overview Memanto plugs into AI assistants, frameworks, IDEs, and your observability stack through several complementary paths: Add Memanto to any **Model Context Protocol** client (Claude Desktop, Cursor, Windsurf, Cline, Continue, Goose, …) with a single JSON config block. Drop-in memory for agent frameworks — [CrewAI](/integrations/crewai), [Hermes](/integrations/hermes-agents), [LangChain](/integrations/langchain), [LangGraph](/integrations/langgraph), [LlamaIndex](/integrations/llamaindex), and [n8n](/integrations/n8n) in Python; [Vercel AI SDK](/integrations/vercel-ai-sdk), [Mastra](/integrations/mastra), [VoltAgent](/integrations/voltagent), and [OpenAI](/integrations/openai) via the TypeScript SDK. `memanto connect ` installs a tool-specific skill file (e.g. `CLAUDE.md`, `.cursor/rules/memanto.mdc`) into your project. Move memories in and out of Memanto as portable **[Open Knowledge Format](/integrations/okf)** bundles — vendor-neutral markdown you can browse, version in git, and import anywhere. Turn **[Langfuse](/integrations/langfuse)** errors, failed evals, and latency/cost anomalies into memories — live from your app or on a one-shot sync — so agents stop re-learning the same failure. 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, **IDE skills** when you want a checked-in rules file your team can share, and **observability** when you want production failures to become durable lessons. ## Supported Tools Memanto integrates with 14+ AI coding assistants. Each has its own setup page — click through for the CLI connector and MCP config: | Tool | Type | Status | | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------- | ----------- | |

[**Claude Code**](/integrations/claude-code) | IDE Extension | ✓ Supported | |

[**Cursor**](/integrations/cursor) | IDE | ✓ Supported | |

[**Cline**](/integrations/cline) | IDE Extension | ✓ Supported | |

[**Codex**](/integrations/codex) | IDE | ✓ Supported | |

[**Pi**](/integrations/pi) | CLI | ✓ Supported | |

[**Gemini CLI**](/integrations/gemini-cli) | CLI | ✓ Supported | |

[**GitHub Copilot**](/integrations/github-copilot) | IDE Extension | ✓ Supported | |

[**OpenCode**](/integrations/opencode) | IDE | ✓ Supported | |

[**Goose**](/integrations/goose) | IDE | ✓ Supported | |

[**Roo**](/integrations/roo) | IDE | ✓ Supported | |

[**Antigravity**](/integrations/antigravity) | IDE | ✓ Supported | | [**Augment**](/integrations/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 ```bash theme={null} pip install memanto memanto # Configure with API key ``` ### Step 2: Create Agent ```bash theme={null} memanto agent create dev-assistant memanto agent activate dev-assistant ``` ### Step 3: Connect Your Tool ```bash theme={null} # 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: ```bash theme={null} memanto connect claude-code ``` Benefits: * Simple setup * Clear memory isolation * Perfect for single-person projects ### Team Integration Connect multiple tools: ```bash theme={null} 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: ```bash theme={null} # 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 ```bash theme={null} memanto connect claude-code # Installs in: project/.claude/memanto # Only this project can access ``` ### Global Scope ```bash theme={null} memanto connect claude-code --global # System-wide installation # All projects can access ``` ## Management ### List Connections ```bash theme={null} memanto connect list ``` Shows all connected tools and their scope. ### Remove Connection ```bash theme={null} memanto connect remove claude-code ``` Disconnects a tool (memories remain). ### Connect Multiple ```bash theme={null} memanto connect multi ``` Interactive selection of multiple tools. ## Tips & Tricks ### Share Context Across Tools ```bash theme={null} # Same agent for all tools memanto connect claude-code memanto connect cursor memanto connect windsurf # All three access same memories ``` ### Switch Contexts ```bash theme={null} # 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 ```bash theme={null} # Export before disconnecting memanto memory export # All memories saved locally ``` For a portable, git-friendly backup, export an [OKF](/integrations/okf) bundle instead — a directory of markdown files you can browse or import into another agent: ```bash theme={null} memanto memory export --okf ``` ## Next Steps * [Installation Guide](/getting-started/installation) * [CLI: Connect Commands](/cli/connect/connect) *** Integrations let Memanto work within your favorite development tools!