Persistent graph memory for Claude Desktop. MCP-native. Two-minute install. Continuous context across every conversation.
Claude Desktop's context window is large, but it resets between sessions. Claude Projects help scope context to a project, but they do not let you cross-reference people, deals, or threads across projects. Graphory gives Claude Desktop a persistent graph to query and write to - a memory that survives restarts and grows with use.
Claude Desktop was one of the launch partners for Model Context Protocol. Graphory's MCP integration is first-class and battle-tested.
A typed graph of the people, companies, activities, documents, accounts, and conversations in your business. Claude Desktop can traverse real relationships.
No vectors, no embeddings, no hallucinated recall. Every query returns exact results.
Every memory carries a timestamp, a source, and an audit trail. Claude can answer when and where.
The same graph is readable by Claude Code, Cursor, Windsurf, or any other MCP client. Desktop is just one window into it.
Get an API key, drop a block into claude_desktop_config.json, restart.
Step 1 - Generate an API key
Sign in at graphory.io, go to Settings > API Keys, and create a key. It starts with gs_ak_.
Step 2 - Add Graphory to claude_desktop_config.json
macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"graphory": {
"command": "npx",
"args": [
"mcp-remote",
"https://api.graphory.io/mcp",
"--header",
"Authorization: Bearer gs_ak_your_key"
]
}
}
}Restart Claude Desktop. Graphory tools will appear in the hammer icon menu. Anthropic's config schema evolves - check the integration page for the current shape.
Real queries Claude Desktop can run once Graphory is connected.
"Remember that Sarah from Acme mentioned pricing was their blocker in March."
"Show me everything I learned about Project X across all my Claude sessions this quarter."
"Who have I interacted with at companies in the fintech vertical?"
Deterministic extraction and retrieval, benchmarked against public datasets.
0.9107 accuracy
LongMemEval (agent + MCP)
0.8667 accuracy
LoCoMo-MC10 (agent + MCP)
0.900 F1
BizLineItemBench
Graphory works the same way in Claude Code - the same graph, read and written from your terminal.
Memory for Claude CodeFree up to 100K nodes. No credit card.