AI & Memory MCP Servers

Discover specialized Model Context Protocol servers designed for ai & memory applications. Enhance your AI systems with powerful ai & memory capabilities.

What are AI & Memory MCP Servers?

AI & Memory MCP servers provide intelligent memory management and context retention capabilities for large language models. These servers enable AI systems to store, retrieve, and utilize information across conversations and sessions.

By leveraging AI & Memory MCP servers, developers can create more powerful and context-aware AI applications that seamlessly integrate with existing systems and workflows.

Key Benefits

  • Long-term memory retention across sessions
  • Contextual information retrieval for more relevant responses
  • Personalized user experiences through memory management
  • Efficient storage and organization of conversation history

Popular Use Cases

Discover how organizations are leveraging AI & Memory MCP servers to enhance their AI applications and solve real-world challenges.

Customer support bots that remember previous interactions

Educational assistants that track learning progress

Personal assistants with persistent memory of preferences

Research assistants that maintain context across sessions

AI & Memory MCP Servers

Browse our collection of 26 Model Context Protocol servers designed for ai & memory applications.

Any Chat Completions

Community

Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more.

ChatMCP

Community

An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by AIQL

ChatSum

Community

Query and Summarize chat messages with LLM. by mcpso

Chroma

Community

Vector database server for semantic document search and metadata filtering, built on Chroma

cognee-mcp

Community

GraphRAG memory server with customizable ingestion, data processing and search

DeepSeek MCP Server

Community

Model Context Protocol server integrating DeepSeek's advanced language models, in addition to other useful API endpoints

Deepseek_R1

Community

A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3)

DevRev

Community

An MCP server to integrate with DevRev APIs to search through your DevRev Knowledge Graph where objects can be imported from diff. sources listed here.

ElevenLabs

Community

A server that integrates with ElevenLabs text-to-speech API capable of generating full voiceovers with multiple voices.

EverArt

Community

AI image generation using various models

Exa

Community

Search Engine made for AIs by Exa

HuggingFace Spaces

Community

Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration.

LlamaCloud

Community

(by marcusschiesser) - Integrate the data stored in a managed index on LlamaCloud

Memory

Community

Knowledge graph-based persistent memory system

Minima

Community

MCP server for RAG on local files

Needle

Community

Production-ready RAG out of the box to search and retrieve data from your own documents.

PIF

Community

A Personal Intelligence Framework (PIF), providing tools for file operations, structured reasoning, and journal-based documentation to support continuity and evolving human-AI collaboration across sessions.

Pinecone

Community

MCP server for searching and uploading records to Pinecone. Allows for simple RAG features, leveraging Pinecone's Inference API.

Qdrant

Community

Implement semantic memory layer on top of the Qdrant vector search engine

Qwen_Max

Community

A Model Context Protocol (MCP) server implementation for the Qwen models.

RAG Web Browser

Community

An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.

Rememberizer AI

Community

An MCP server designed for interacting with the Rememberizer data source, facilitating enhanced knowledge retrieval.

Replicate

Community

Search, run and manage machine learning models on Replicate through a simple tool-based interface. Browse models, create predictions, track their status, and handle generated images.

Riza

Community

Arbitrary code execution and tool-use platform for LLMs by Riza

Sequential Thinking

Community

Dynamic and reflective problem-solving through thought sequences

Tavily

Community

Search engine for AI agents (search + extract) powered by Tavily

Integrate AI & Memory MCP Servers Today

Ready to enhance your AI applications with powerful ai & memory capabilities? Start integrating these MCP servers into your projects today and unlock new possibilities for your AI systems.