Topoteretes Cognee MCP Server
An MCP server for the AI Memory Engine Cognee, supporting the construction of knowledge graphs from text and searching.
rating : 2 points
downloads : 9
What is Cognee MCP Server?
Cognee MCP Server is a service specifically designed for the AI Memory Engine. It can automatically construct knowledge graphs from the input text and provide intelligent search functions. It helps AI systems better understand and retrieve structured knowledge.How to use Cognee MCP Server?
Through simple API calls, you can submit text to construct a knowledge graph and then use natural language queries to retrieve relevant information. The service can be integrated into various AI applications.Use Cases
Suitable for scenarios such as AI assistants, intelligent question - answering systems, and research assistance tools that require long - term memory and knowledge management.Main Features
Knowledge Graph Construction and SearchAutomatically convert the input text into a knowledge graph structure and support natural language query retrieval
Custom Graph ModelSupport using custom Pydantic models to define the knowledge graph structure
Multi - Database SupportCan be configured to use different database backends (NetworkX, LanceDB, SQLite, etc.)
Advantages and Limitations
Advantages
Automatically convert unstructured text into structured knowledge
Support natural language queries, simple and intuitive to use
Flexible configuration options to meet different needs
Lightweight design, easy to integrate
Limitations
The quality of knowledge graph construction depends on the quality of the input text
Large - scale knowledge bases may require performance optimization
API keys are required to access LLM services
How to Use
Installation and Configuration
Install uv via Homebrew and configure the Claude Desktop configuration file
Service Configuration
Add the MCP server configuration to claude_desktop_config.json
Start the Service
Start the Claude Desktop application, and the service will run automatically
Usage Examples
Academic Research AssistanceConstruct a knowledge graph from the abstract of a research paper to facilitate quick search for relevant concepts and relationships
Enterprise Knowledge ManagementConvert internal company documents into a searchable knowledge graph
Frequently Asked Questions
What kind of API keys are required?
Which knowledge graph databases are supported?
How to handle large - scale text input?
Related Resources
Cognee Official Website
Learn more about the Cognee AI Memory Engine
GitHub Repository
View the source code and the latest updates
Pydantic Documentation
Learn how to create custom graph models
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