MCP servers

AI & Memory MCP servers

Long-term memory across sessions, structured thinking, model hubs and media generation. 9 servers, 7 of them official, with the command to add each one, GitHub stars and the last push. Updated 2026-10-20.

AI, memory & reasoning

9 of 9 servers

MiniMaxOfficial · MiniMax
Text to speech, voice cloning, image and video generation with MiniMax models.
★ 1.6kpushed 2026-08-20MIT
See docs
Setup is in the README (it needs a build step, an app plugin or your account details).
Hugging FaceOfficial · Hugging Face
Search models, datasets, papers and Spaces, and run Gradio apps on the Hub.
★ 307pushed 2026-10-19MITon DevHunt
Remote
claude mcp add --transport http hugging-face https://huggingface.co/mcp
Headers: Authorization (add with --header where the client doesn't sign in with OAuth)
ElevenLabsOfficial · ElevenLabs
Text to speech, voice cloning, transcription and sound effects.
on DevHunt
Remote
claude mcp add --transport http elevenlabs https://api.us.elevenlabs.io/v1/mcp
GraphitiOfficial · Zep
Temporal knowledge-graph memory that tracks how facts change over time.
★ 32k (repo)pushed 2026-10-20Apache-2.0
See docs
Setup is in the README (it needs a build step, an app plugin or your account details).
Mem0 / OpenMemoryOfficial · Mem0
Add, search and manage long-term memories with Mem0.
Remote
claude mcp add --transport http mem0-openmemory https://mcp.mem0.ai/mcp
MemoryReference
A local knowledge graph the model can store facts in and recall later.
★ 91k (repo)pushed 2026-10-19
Local (stdio)
claude mcp add memory -- npx -y @modelcontextprotocol/server-memory
Sequential ThinkingReference
A tool for step-by-step reasoning that can revise and branch earlier steps.
★ 91k (repo)pushed 2026-10-19
Local (stdio)
claude mcp add sequential-thinking -- npx -y @modelcontextprotocol/server-sequential-thinking
Basic MemoryCommunity
Memory stored as plain Markdown files you can open in Obsidian or any editor.
★ 4.3kpushed 2026-10-20AGPL-3.0
Local (stdio)
claude mcp add basic-memory -- uvx basic-memory mcp
MCP Memory ServiceCommunity
Semantic memory with local embeddings shared across Claude, Cursor and other clients.
★ 2kpushed 2026-10-20Apache-2.0
See docs
Setup is in the README (it needs a build step, an app plugin or your account details).

Using Cursor, VS Code or Claude Desktop? How to add an MCP server to each client. Read a server's permissions before you connect it to real accounts, and start with read-only or test keys.

FAQ

What is the best ai & memory MCP server?+

Start with the official server for the product you use: MiniMax, Hugging Face, ElevenLabs, Graphiti, Mem0 / OpenMemory. Popular community options: Basic Memory, MCP Memory Service.

Which ai & memory MCP servers are official?+

7 of the 9 here are built by the vendor or the MCP project: MiniMax, Hugging Face, ElevenLabs, Graphiti, Mem0 / OpenMemory, Memory, Sequential Thinking.

Which ai & memory MCP servers need no install?+

Hugging Face, ElevenLabs, Mem0 / OpenMemory run as hosted remote servers: add the URL to your client and sign in. The rest run locally with npx, uvx or Docker.

How do I add a ai & memory MCP server to Claude Code or Cursor?+

In Claude Code, run the command shown next to the server (claude mcp add ...). In Cursor, VS Code or Claude Desktop, add the same URL or command to the client’s mcp.json; the MCP servers hub has a snippet for each client.

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AI & Memory MCP servers

AI, memory & reasoning

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