Hybrid Retrieval MCP server for knowledge base retrieval and persistent conversation memory
Quick Install
Copy the config for your editor. Some servers may need additional setup — check the README.
Claude Desktop
Claude Code
Cursor
Add to claude_desktop_config.json:
{
"mcpServers": {
"memorygraph_mcp": {
"command": "uvx",
"args": [
"memorygraph-mcp"
]
}
}
}📋 Copy
Run in terminal:
claude mcp add memorygraph_mcp uvx memorygraph-mcp📋 Copy
Add to .cursor/mcp.json:
{
"mcpServers": {
"memorygraph_mcp": {
"command": "uvx",
"args": [
"memorygraph-mcp"
]
}
}
}📋 Copy
Or install with pip: pip install memorygraph-mcp
README Excerpt
Hybrid Retrieval MCP server for knowledge base retrieval and persistent conversation memory. > **Install the `rerank` extra, always.** Despite its name, the `rerank` > optional dependency group (`sentence-transformers`) is required by BOTH the > cross-encoder reranker and the default `local` embedding provider
Tools (18)
KB_AUTO_INGEST_FULL_INTERVAL_CYCLES KB_AUTO_INGEST_GIT_SINCE_REF KB_AUTO_INGEST_RETRY_ATTEMPTS KB_EMBEDDING_BATCH_SIZE KB_EMBEDDING_CACHE_ENABLED KB_EMBEDDING_CACHE_MAX_ITEMS KB_EMBEDDING_MODEL_REVISION KB_EMBEDDING_PASSAGE_PREFIX KB_OAUTH_REQUIRED_SCOPES auto_ingest_cycle auto_ingest_started disabled error_code error_detail meta next_action recoverable workspace_id