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MCP server for AWS Knowledge Base retrieval using Bedrock Agent Runtime

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MCP server for enabling memory for Claude through a knowledge graph

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Cipher
Community campfirein
»cipher

Byterover Cipher is an opensource memory layer specifically designed for coding agents. Compatible with Cursor, Codex, Claude Code, Windsurf, Cline, Claude Desktop, Gemini CLI, AWS's Kiro, VS Code, Roo Code, Trae, Amp Code and Warp through MCP. Built by https://byterover.dev/

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NPM Package npm
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Your memories are in ChatGPT... But nowhere else. Universal Memory MCP makes your memories available to every single LLM. No logins or paywall. One command to set it up.

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MCP server for retrieving context from a Qdrant vector database

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Python Package PyPI
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Graphlit MCP Server

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An MCP server that uses a knowledge graph to store and recall structured memory for AI models

330 stars
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An MCP server for semantic documentation search and retrieval using vector databases to augment LLM capabilities.

248 stars
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A connector for Claude Desktop to work with collection and sources on your Zotero Cloud.

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Needle MCP integration

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