kpritam/gremlin-mcp

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MCP server for Gremlin graph databases - Connect AI agents like Claude to TinkerPop, Neptune & more. Natural language graph queries & analysis.

概要

An MCP (Model Context Protocol) server that enables AI assistants to interact with any Gremlin-compatible graph database through natural language. Query your data, discover schemas, analyze relationships, and manage graph data using simple conversations. - 🔍 - Automatic schema discovery - 📊 - Complex graph queries - 🔗 - Relationship analysis - 📈 - Data insights - 📥 - Data loading - 📤 - Data extraction - 🧠 - AI learns your data's valid values automatically Your AI assistant gets access to these powerful tools: Add this to your MCP client configuration: Make sure your Gremlin-compatible database is running: "Can you check if my graph database is connected and show me its schema?" "What's the structure of my graph database?" The AI calls get_graph_schema and tells you about your node types, edge types, and how they're connected.

README

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Gremlin MCP Server

Connect AI agents like Claude, Cursor, and Windsurf to your graph databases!

✨ What You Can Do

Talk to your graph database naturally:

🔍 “What’s the structure of my graph?” - Automatic schema discovery
📊 “Show me all users over 30 and their connections” - Complex graph queries
🔗 “Find the shortest path between Alice and Bob” - Relationship analysis
📈 “Give me graph statistics and metrics” - Data insights
📥 “Import this GraphSON data” - Data loading
📤 “Export user data as CSV” - Data extraction
🧠 Smart enum discovery - AI learns your data’s valid values automatically

🛠️ Available Tools

Your AI assistant gets access to these powerful tools:

Tool	Purpose	What It Does
🔍 get_graph_status	Health Check	Verify database connectivity and server status
📋 get_graph_schema	Schema Discovery	Get complete graph structure with nodes, edges, and relationships
⚡ run_gremlin_query	Query Execution	Execute any Gremlin traversal query with full syntax support
🔄 refresh_schema_cache	Cache Management	Force immediate refresh of cached schema information
📥 import_graph_data	Data Import	Load data from GraphSON, CSV, or JSON with batch processing
📤 export_subgraph	Data Export	Extract subgraphs to JSON, GraphSON, or CSV formats

🚀 Quick Setup

Step 1: Install

# The npx command will automatically install the package if needed
# No separate installation step required

Alternative: Build from Source

# Clone and setup
git clone https://github.com/kpritam/gremlin-mcp.git
cd gremlin-mcp
npm install

GitHub で README 全文を見る

インストール

npx @kpritam/gremlin-mcp

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設定

{
  "mcpServers": {
    "gremlin": {
      "command": "npx",
      "args": ["@kpritam/gremlin-mcp"],
      "env": {
        "GREMLIN_ENDPOINT": "localhost:8182",
        "LOG_LEVEL": "info"
      }
    }
  }
}