MCP Integration

MemoClaw provides an MCP (Model Context Protocol) server for seamless integration with Claude Desktop, Cursor, Windsurf, and any MCP-compatible application.

Installation

Install via npm

npm install -g memoclaw-mcp

Configure your wallet

Set your EVM private key with USDC on Base:

export MEMOCLAW_PRIVATE_KEY=0xYourPrivateKey

Use a dedicated wallet with USDC for API payments. The free tier includes 100 calls per wallet.

Configure your MCP client

Add MemoClaw to your MCP configuration file.

Client Configuration

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "memoclaw": {
      "command": "npx",
      "args": ["-y", "memoclaw-mcp"],
      "env": {
        "MEMOCLAW_PRIVATE_KEY": "0xYourPrivateKey"
      }
    }
  }
}

Cursor

Add to MCP settings in Cursor preferences:

{
  "mcpServers": {
    "memoclaw": {
      "command": "npx",
      "args": ["-y", "memoclaw-mcp"],
      "env": {
        "MEMOCLAW_PRIVATE_KEY": "0xYourPrivateKey"
      }
    }
  }
}

OpenClaw (via mcporter)

If you’re running OpenClaw, use mcporter to add MemoClaw:

npm install -g memoclaw-mcp
mcporter add memoclaw --stdio "memoclaw-mcp" --env "MEMOCLAW_PRIVATE_KEY=0xYourPrivateKey"

Or use the auto-setup script from the MemoClaw skill on ClawHub:

export MEMOCLAW_PRIVATE_KEY=0xYourPrivateKey
bash skills/memoclaw/scripts/setup.sh

Once configured, your agent can call MemoClaw directly:

mcporter call memoclaw.memoclaw_store '{"content": "User prefers dark mode", "importance": 0.8}'
mcporter call memoclaw.memoclaw_recall '{"query": "UI preferences"}'

Other MCP Clients

Any MCP-compatible client can use the server:

npx -y memoclaw-mcp

Available Tools

Core

Tool	Description	Key Parameters
`memoclaw_init`	Check configuration and connection status	(none)
`memoclaw_store`	Store a memory with semantic embeddings	`content`, `importance`, `tags`, `namespace`, `memory_type`, `pinned`
`memoclaw_recall`	Semantic search — find memories by meaning	`query`, `limit`, `min_similarity`, `tags`, `namespace`
`memoclaw_search`	Keyword search — find memories by exact text match	`query`, `limit`, `namespace`, `tags`, `memory_type`
`memoclaw_get`	Retrieve a single memory by ID	`id`
`memoclaw_list`	List stored memories with pagination	`limit`, `offset`, `tags`, `namespace`, `memory_type`
`memoclaw_update`	Update a memory by ID (partial update)	`id`, `content`, `importance`, `tags`, `memory_type`, `pinned`
`memoclaw_delete`	Delete a memory by ID	`id`
`memoclaw_status`	Check free tier remaining calls	(none)
`memoclaw_count`	Count memories with optional filters	`namespace`, `tags`, `agent_id`, `memory_type`

Bulk Operations

Tool	Description	Key Parameters
`memoclaw_bulk_store`	Store multiple memories in one call (max 100)	`memories[]`, `session_id`, `agent_id`
`memoclaw_bulk_delete`	Delete multiple memories by IDs (max 100)	`ids[]`

Intelligence

Tool	Description	Key Parameters
`memoclaw_ingest`	Bulk-ingest conversations/text — auto-extracts facts with dedup & relations	`messages`, `text`, `namespace`, `auto_relate`
`memoclaw_extract`	Extract structured facts from conversation via LLM (no auto-relations)	`messages`, `namespace`
`memoclaw_consolidate`	Merge similar/duplicate memories by clustering	`namespace`, `min_similarity`, `mode`, `dry_run`
`memoclaw_suggested`	Get proactive memory suggestions (stale, fresh, hot, decaying)	`limit`, `namespace`, `category`

Relations & Graph

Tool	Description	Key Parameters
`memoclaw_create_relation`	Create a relationship between two memories	`memory_id`, `target_id`, `relation_type`
`memoclaw_list_relations`	List all relationships for a memory	`memory_id`
`memoclaw_delete_relation`	Delete a relationship	`memory_id`, `relation_id`
`memoclaw_graph`	Traverse the memory graph from a starting memory	`memory_id`, `depth` (max 3), `relation_type`

Import & Export

Tool	Description	Key Parameters
`memoclaw_export`	Export all memories as JSON	`namespace`, `agent_id`, `format`
`memoclaw_import`	Import memories from a JSON array (max 100)	`memories[]`, `session_id`, `agent_id`
`memoclaw_migrate`	Migrate markdown files into MemoClaw	`path`, `files[]`, `namespace`, `dry_run`

Namespace Management

Tool	Description	Key Parameters
`memoclaw_delete_namespace`	Delete ALL memories in a namespace (destructive)	`namespace`, `agent_id`

Tool Details

memoclaw_init

Check if MemoClaw is properly configured. Call this first to verify the connection, wallet address, and free tier status.

{}

memoclaw_store

Store a new memory with semantic embeddings.

{
  "content": "User prefers dark mode and uses vim keybindings",
  "importance": 0.8,
  "tags": ["preferences", "editor"],
  "namespace": "default"
}

memoclaw_recall

Semantic search — find memories by meaning, not exact words.

{
  "query": "What are the user's editor preferences?",
  "limit": 5,
  "min_similarity": 0.7
}

memoclaw_search

Keyword search — find memories containing exact text (case-insensitive).

{
  "query": "python",
  "limit": 10,
  "namespace": "project-x"
}

memoclaw_get

Retrieve a single memory by its exact ID.

{
  "id": "550e8400-e29b-41d4-a716-446655440000"
}

memoclaw_list

List all stored memories with pagination.

{
  "limit": 20,
  "offset": 0,
  "tags": ["preferences"],
  "namespace": "default"
}

memoclaw_update

Update an existing memory. Only provided fields are changed.

{
  "id": "550e8400-e29b-41d4-a716-446655440000",
  "importance": 0.9,
  "pinned": true
}

memoclaw_delete

Remove a memory by its ID.

{
  "id": "550e8400-e29b-41d4-a716-446655440000"
}

memoclaw_bulk_store

Store multiple memories in a single call (max 100).

{
  "memories": [
    { "content": "Prefers TypeScript", "importance": 0.7, "tags": ["preferences"] },
    { "content": "Uses VS Code", "importance": 0.5, "tags": ["preferences"] }
  ]
}

memoclaw_bulk_delete

Delete multiple memories at once (max 100 IDs).

{
  "ids": ["id-1", "id-2", "id-3"]
}

memoclaw_count

Get a count of memories with optional filters. Faster than memoclaw_list when you only need the total.

{
  "namespace": "project-x",
  "memory_type": "correction"
}

memoclaw_status

Check your free tier usage.

{}

Response:

Wallet: 0x...
Free tier: 87/100 calls remaining

memoclaw_ingest

Bulk-ingest a conversation or raw text. The server extracts facts, deduplicates, and optionally creates relations.

{
  "messages": [
    { "role": "user", "content": "I switched from JavaScript to TypeScript last month" },
    { "role": "assistant", "content": "Got it! I'll remember your preference for TypeScript." }
  ],
  "auto_relate": true
}

memoclaw_extract

Extract structured facts from a conversation via LLM, without auto-relating them.

{
  "messages": [
    { "role": "user", "content": "My project uses React with Tailwind CSS" }
  ]
}

memoclaw_consolidate

Merge similar/duplicate memories by clustering. Use dry_run: true first to preview.

{
  "namespace": "default",
  "dry_run": true
}

memoclaw_suggested

Get proactive memory suggestions: stale, fresh, hot, or decaying memories.

{
  "category": "stale",
  "limit": 5
}

memoclaw_create_relation

Create a directed relationship between two memories.

{
  "memory_id": "source-id",
  "target_id": "target-id",
  "relation_type": "supersedes"
}

Relation types: related_to, derived_from, contradicts, supersedes, supports.

memoclaw_list_relations

List all relationships for a memory (both incoming and outgoing).

{
  "memory_id": "550e8400-e29b-41d4-a716-446655440000"
}

memoclaw_delete_relation

Delete a specific relationship.

{
  "memory_id": "source-id",
  "relation_id": "relation-id"
}

memoclaw_graph

Traverse the memory graph from a starting point.

{
  "memory_id": "550e8400-e29b-41d4-a716-446655440000",
  "depth": 2
}

memoclaw_export

Export all memories as JSON for backup or analysis.

{
  "namespace": "default",
  "format": "json"
}

memoclaw_import

Import memories from a JSON array (max 100 per call).

{
  "memories": [
    { "content": "Imported fact 1", "importance": 0.6 },
    { "content": "Imported fact 2", "tags": ["imported"] }
  ]
}

memoclaw_migrate

Migrate markdown files into MemoClaw. Use dry_run: true to preview.

{
  "path": "/home/user/.openclaw/workspace/memory/",
  "namespace": "migrated",
  "dry_run": true
}

memoclaw_delete_namespace

Delete ALL memories in a namespace. This is destructive and cannot be undone. Use memoclaw_count first.

{
  "namespace": "old-project"
}

Example Prompts

Once configured, you can ask Claude:

“Remember that I prefer TypeScript over JavaScript”
“What did I say about my coding preferences?”
“List all memories tagged with ‘project’”
“Delete the memory about the old API key”

Free Tier

The MCP server includes a free tier of 100 calls per wallet. After exhausting the free tier, calls are paid via x402 protocol (USDC on Base).

Environment Variables

Variable	Description
`MEMOCLAW_PRIVATE_KEY`	EVM private key for authentication and payments
`MEMOCLAW_URL`	API URL (defaults to `https://api.memoclaw.com`)

Troubleshooting

”MEMOCLAW_PRIVATE_KEY environment variable required”

Make sure the environment variable is set in your MCP configuration or shell profile.

”Wallet authentication failed”

Ensure your wallet has USDC on Base for paid calls, or check your free tier status.

Connection issues

Restart your MCP client after changing configuration.

Get Started

Concepts

Guides

Integrations

Reference

Documentation Index

​MCP Integration

​Installation

​Client Configuration

​Claude Desktop

​Cursor

​OpenClaw (via mcporter)

​Other MCP Clients

​Available Tools

​Core

​Bulk Operations

​Intelligence

​Relations & Graph

​Import & Export

​Namespace Management

​Tool Details

​memoclaw_init

​memoclaw_store

​memoclaw_recall

​memoclaw_search

​memoclaw_get

​memoclaw_list

​memoclaw_update

​memoclaw_delete

​memoclaw_bulk_store

​memoclaw_bulk_delete

​memoclaw_count

​memoclaw_status

​memoclaw_ingest

​memoclaw_extract

​memoclaw_consolidate

​memoclaw_suggested

​memoclaw_create_relation

​memoclaw_list_relations

​memoclaw_delete_relation

​memoclaw_graph

​memoclaw_export

​memoclaw_import

​memoclaw_migrate

​memoclaw_delete_namespace

​Example Prompts

​Free Tier

​Environment Variables

​Troubleshooting

​”MEMOCLAW_PRIVATE_KEY environment variable required”

​”Wallet authentication failed”

​Connection issues

​Learn More

MCP Integration

Installation

Client Configuration

Claude Desktop

Cursor

OpenClaw (via mcporter)

Other MCP Clients

Available Tools

Core

Bulk Operations

Intelligence

Relations & Graph

Import & Export

Namespace Management

Tool Details

memoclaw_init

memoclaw_store

memoclaw_recall

memoclaw_search

memoclaw_get

memoclaw_list

memoclaw_update

memoclaw_delete

memoclaw_bulk_store

memoclaw_bulk_delete

memoclaw_count

memoclaw_status

memoclaw_ingest

memoclaw_extract

memoclaw_consolidate

memoclaw_suggested

memoclaw_create_relation

memoclaw_list_relations

memoclaw_delete_relation

memoclaw_graph

memoclaw_export

memoclaw_import

memoclaw_migrate

memoclaw_delete_namespace

Example Prompts

Free Tier

Environment Variables

Troubleshooting

”MEMOCLAW_PRIVATE_KEY environment variable required”

”Wallet authentication failed”

Connection issues

Learn More