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Smms Semantic Map Mcp Server

@yongzhouwangbowenon 9 months ago
1 MIT
FreeCommunity
AI Systems
The repository SMMS creates an MCP server for instance-level semantic maps and provides a series of functional modules for 3D instance objects in semantic maps.

Overview

What is Smms Semantic Map Mcp Server

SMMS_Semantic-Map-MCP-Server is a repository that creates an MCP server specifically designed for instance-level semantic maps, offering functional modules for managing 3D instance objects within these maps.

Use cases

Use cases include enhancing navigation systems in robotics, improving object recognition in augmented reality applications, and developing cognitive mapping tools for autonomous systems.

How to use

To use the SMMS_Semantic-Map-MCP-Server, users can set up the server environment, connect to the database, and utilize the provided modules to add, modify, delete, and query semantic object information.

Key features

Key features include a database for semantic object management, RAG retrieval based on the semantic object information library, and methods for generating object-level cognitive maps and task-driven cognitive topology maps.

Where to use

SMMS_Semantic-Map-MCP-Server can be used in fields such as robotics, augmented reality, and any application requiring detailed semantic mapping and object recognition.

Content

SMMS_Semantic-Map-MCP-Server

The repository SMMS creates an MCP server for instance-level semantic maps and provides a series of functional modules for 3D instance objects in semantic maps.

  • Establish a database based on the semantic map to realize the addition, modification, deletion and query of semantic object information.
  • Establish RAG retrieval based on the semantic object information library.
  • Explore the object-level cognitive map generation method and build a task-driven cognitive topology map.

Tools

No tools

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