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MCP server for AWS Knowledge Base retrieval using Bedrock Agent Runtime

85.7k stars
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MCP server for enabling memory for Claude through a knowledge graph

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MCP server for sequential thinking and problem solving

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Open source MCP Servers for AWS

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Open source MCP Servers for AWS

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Open source MCP Servers for AWS

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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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651 stars
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Graphlit MCP Server

375 stars
NPM Package npm
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An MCP server that uses a knowledge graph to store and recall structured memory for AI models

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

261 stars
NPM Package npm
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A connector for Claude Desktop to work with collection and sources on your Zotero Cloud.

159 stars
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Needle MCP integration

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Pinecone Assistant MCP server

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mcp-server MCP Server

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