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mem0-mcp

mem0-mcp is an MCP server, listed under memory & vectors. It reaches mem0, openai and supabase. It needs MEM0_API_KEY, OPENAI_API_KEY and SUPABASE_KEY to authenticate. Its repository has 96 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.

mem0-mcp uses mem0 to provide long-term memory capabilities for AI agents, functioning as a drop-in MCP server.

Install

Read from mem0-mcp’s own README, close to verbatim -- not written by us, and not guessed.

npx -p @pinkpixel/mem0-mcp@latest @pinkpixel/mem0-mcp

What it reaches, and what it needs

Reaches
mem0, openai, supabase
Credential
MEM0_API_KEY, OPENAI_API_KEY, SUPABASE_KEY

Maintenance

Stars
96
State
listed
Licence
MIT
From the repository

A memory system using mem0 for AI applications. Enables long-term memory for AI agents as a drop-in MCP server.

What mem0-mcp can do

6 tools documented in its README. An AI client calls these by name.

add_memory
Stores a memory from text content or structured message arrays.
search_memories
Searches memories using semantic and BM25 hybrid filters.
search_memory
Backward-compatible alias for `search_memories`.
list_memories
Paginated listing of memory records scoped by identifiers.
get_memory
Retrieves a single memory record by its ID.
delete_memory
Deletes a memory record by its ID.

Read from the README; names are kept only if the README contains them.

mem0-mcp compared with similar servers

mem0-mcp compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
mem0-mcp (this page)mem0, openai, supabaseMEM0_API_KEY, OPENAI_API_KEY, SUPABASE_KEY962026-10-21MIT
mcp-server-qdrantqdrantQDRANT_API_KEY1,5532026-09-04Apache-2.0
mcp-knowledge-graph—None listed8862026-05-29MIT
chroma-mcpchromaCHROMA_API_KEY, CHROMA_CUSTOM_AUTH_CREDENTIALS6012025-09-17Apache-2.0
caura—None listed5042026-10-25Apache-2.0
MemoryMesh—None listed3542026-03-01MIT

Ranked by services in common with mem0-mcp, then by stars. Figures are from each repository when we last read it.

Common questions about mem0-mcp

What does mem0-mcp do?
mem0-mcp uses mem0 to provide long-term memory capabilities for AI agents, functioning as a drop-in MCP server.
How do I install mem0-mcp?
Its own README gives this command: npx -p @pinkpixel/mem0-mcp@latest @pinkpixel/mem0-mcp. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
What does mem0-mcp connect to, and what does it need?
It reaches mem0, openai and supabase. The credentials we found in its source are MEM0_API_KEY, OPENAI_API_KEY and SUPABASE_KEY.
Is mem0-mcp official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 96 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-21.
What licence does mem0-mcp use?
The repository declares the MIT licence.

More MCP servers for memory & vectors

All memory & vectors entries →

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