How do I install Agentmemory?

Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/Obidel/Agentmemory

What does Agentmemory connect to, and what does it need?

It reaches huggingface, supabase and vite. The credentials we found in its source are HUGGINGFACE_API_KEY, SUPABASE_ANON_KEY and VITE_SUPABASE_ANON_KEY.

Is Agentmemory official and is it maintained?

We found nothing naming it as a vendor’s official server. Its repository has 4 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-06-02.

What licence does Agentmemory use?

The repository declares the MIT licence.

InfratoApp / Resources / MCP servers / Agentmemory

Agentmemory

Agentmemory is an MCP server, listed under model apis. It reaches huggingface, supabase and vite. It needs HUGGINGFACE_API_KEY, SUPABASE_ANON_KEY and VITE_SUPABASE_ANON_KEY to authenticate. Its repository has 4 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.

Agentmemory manages visual memory for AI agents natively in MCP and is open core.

Install

MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. Agentmemory’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.

Read Agentmemory’s own install instructions ↗

What it reaches, and what it needs

Reaches

huggingface, supabase, vite

Credential

HUGGINGFACE_API_KEY, SUPABASE_ANON_KEY, VITE_SUPABASE_ANON_KEY

Maintenance

Stars

State

listed

Licence

MIT

From the repository

Visual memory manager for AI agents. MCP-native. Open core.

View on GitHub ↗2026-10-22

Agentmemory compared with similar servers

Agentmemory compared with the closest alternatives, by services reached, credentials, stars, last update and licence
Server	Reaches	Needs	Stars	Last update	Licence
Agentmemory (this page)	huggingface, supabase, vite	HUGGINGFACE_API_KEY, SUPABASE_ANON_KEY, VITE_SUPABASE_ANON_KEY	4	2026-06-02	MIT
cross-llm-mcp	anthropic, deepseek, gemini, huggingface, kimi, mistral, openai(1 shared)	ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, HF_TOKEN, HUGGINGFACE_API_KEY, KIMI_API_KEY, MISTRAL_API_KEY, OPENAI_API_KEY	16	2026-10-15	MIT
mcp-orchestro	anthropic, supabase(1 shared)	ANTHROPIC_API_KEY, SUPABASE_SERVICE_KEY	16	2025-10-13	—
wigolo	gemini, wigolo	GEMINI_API_KEY, WIGOLO_API_TOKEN, WIGOLO_GITHUB_TOKEN	5,498	2026-10-22	NOASSERTION
KiCAD-MCP-Server	—	None listed	2,905	2026-10-01	MIT
modelcontextprotocol	perplexity	PERPLEXITY_API_KEY	2,589	2026-10-21	MIT

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

Common questions about Agentmemory

What does Agentmemory do?: Agentmemory manages visual memory for AI agents natively in MCP and is open core.
How do I install Agentmemory?: Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/Obidel/Agentmemory
What does Agentmemory connect to, and what does it need?: It reaches huggingface, supabase and vite. The credentials we found in its source are HUGGINGFACE_API_KEY, SUPABASE_ANON_KEY and VITE_SUPABASE_ANON_KEY.
Is Agentmemory official and is it maintained?: We found nothing naming it as a vendor’s official server. Its repository has 4 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-06-02.
What licence does Agentmemory use?: The repository declares the MIT licence.

More MCP servers for model apis

wigolo5,498 stars
KiCAD-MCP-Server2,905 stars
modelcontextprotocol2,589 stars
paperbanana2,412 stars
gemini-mcp-tool2,294 stars
telegram-mcp1,879 stars

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