Metadata-Version: 2.4
Name: memorygraph-mcp-tai040502
Version: 0.12.5
Summary: Graph-based MCP memory server for AI coding agents with intelligent relationship tracking and multi-backend support
Project-URL: Homepage, https://github.com/Haegiwa405/memory-graph
Project-URL: Repository, https://github.com/Haegiwa405/memory-graph
Project-URL: Issues, https://github.com/Haegiwa405/memory-graph/issues
Author: tai040502
License: MIT License
        
        Copyright (c) 2024 Claude Code Memory Contributors
        
        Permission is hereby granted, free of charge, to any person obtaining a copy
        of this software and associated documentation files (the "Software"), to deal
        in the Software without restriction, including without limitation the rights
        to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
        copies of the Software, and to permit persons to whom the Software is
        furnished to do so, subject to the following conditions:
        
        The above copyright notice and this permission notice shall be included in all
        copies or substantial portions of the Software.
        
        THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
        IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
        FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
        AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
        LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
        OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
        SOFTWARE.
License-File: LICENSE
Keywords: ai,coding-agent,graph-database,knowledge-graph,mcp,memgraph,memory,neo4j,sqlite
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Database :: Database Engines/Servers
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.10
Requires-Dist: mcp>=1.23.0
Requires-Dist: networkx>=3.0.0
Requires-Dist: pydantic>=2.10.0
Requires-Dist: python-dotenv>=1.0.0
Requires-Dist: typing-extensions>=4.0.0
Provides-Extra: all
Requires-Dist: falkordb>=1.0.0; extra == 'all'
Requires-Dist: falkordblite>=0.4.0; extra == 'all'
Requires-Dist: libsql-experimental>=0.0.30; extra == 'all'
Requires-Dist: neo4j>=6.0.0; extra == 'all'
Requires-Dist: real-ladybug>=0.12.2; extra == 'all'
Provides-Extra: falkordb
Requires-Dist: falkordb>=1.0.0; extra == 'falkordb'
Provides-Extra: falkordblite
Requires-Dist: falkordblite>=0.4.0; extra == 'falkordblite'
Provides-Extra: ladybugdb
Requires-Dist: real-ladybug>=0.12.2; extra == 'ladybugdb'
Provides-Extra: memgraph
Requires-Dist: neo4j>=6.0.0; extra == 'memgraph'
Provides-Extra: neo4j
Requires-Dist: neo4j>=6.0.0; extra == 'neo4j'
Provides-Extra: turso
Requires-Dist: libsql-experimental>=0.0.30; extra == 'turso'
Description-Content-Type: text/markdown

# MemoryGraph MCP Server

Graph-based [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server that gives AI coding agents persistent memory.
Store patterns, track relationships, retrieve knowledge across sessions.

## Installation

### Docker

```bash
docker pull tai040502/memorygraph:latest
```

### uv (pip)

```bash
uv tool install memorygraph-mcp-tai040502
```

## MCP Configuration

### Docker (stdio)

```json
{
  "mcpServers": {
    "memorygraph": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "-v",
        "memory-data:/data",
        "tai040502/memorygraph"
      ]
    }
  }
}
```

### uv

```json
{
  "mcpServers": {
    "memorygraph": {
      "command": "uv",
      "args": [
        "tool",
        "run",
        "memorygraph-mcp-tai040502"
      ]
    }
  }
}
```

### CLI Options

```bash
memorygraph                    # Core mode (default, 9 tools)
memorygraph --profile extended # Extended mode (12 tools)
memorygraph --backend neo4j   # Use Neo4j backend
memorygraph --version          # Show version
```

## Backends

| Backend | Type | Zero-Config |
|---------|------|-------------|
| **sqlite** (default) | Embedded | ✅ |
| **falkordblite** | Embedded | ✅ |
| **ladybugdb** | Embedded | ✅ |
| **falkordb** | Client-server | ❌ |
| **neo4j** | Client-server | ❌ |
| **memgraph** | Client-server | ❌ |
| **turso** | Cloud | ❌ |

## Environment Variables

| Variable | Description | Default |
|----------|-------------|---------|
| `MEMORY_BACKEND` | Backend type | `sqlite` |
| `MEMORY_SQLITE_PATH` | SQLite DB path | `~/.memorygraph/memory.db` |
| `MEMORY_TOOL_PROFILE` | Tool profile (`core`/`extended`) | `core` |
| `MEMORY_LOG_LEVEL` | Log level | `INFO` |

## License

MIT License
