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docs: update README with MCP server and REST service sections (#395)
Update README.md to improve structure and clarity. Removed redundant section on Graph Service and added a new section for REST Service. Included a tip about the MCP server for enhanced user guidance.
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> [!TIP]
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> Check out the new [MCP server for Graphiti](mcp_server/README.md)! Give Claude, Cursor, and other MCP clients powerful Knowledge Graph-based memory.
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Graphiti is a framework for building and querying temporally-aware knowledge graphs, specifically tailored for AI agents operating in dynamic environments. Unlike traditional retrieval-augmented generation (RAG) methods, Graphiti continuously integrates user interactions, structured and unstructured enterprise data, and external information into a coherent, queryable graph. The framework supports incremental data updates, efficient retrieval, and precise historical queries without requiring complete graph recomputation, making it suitable for developing interactive, context-aware AI applications.
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Use Graphiti to:
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The example is fully documented with clear explanations of each functionality and includes a comprehensive README with setup instructions and next steps.
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## Graph Service
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The `server` directory contains an API service for interacting with the Graphiti API. It is built using FastAPI.
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Please see the [server README](./server/README.md) for more information.
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## MCP Server
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The `mcp_server` directory contains a Model Context Protocol (MCP) server implementation for Graphiti. This server allows AI assistants to interact with Graphiti's knowledge graph capabilities through the MCP protocol.
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For detailed setup instructions and usage examples, see the [MCP server README](./mcp_server/README.md).
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## REST Service
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The `server` directory contains an API service for interacting with the Graphiti API. It is built using FastAPI.
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Please see the [server README](./server/README.md) for more information.
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## Optional Environment Variables
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In addition to the Neo4j and OpenAi-compatible credentials, Graphiti also has a few optional environment variables.
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