Total Agent Memory MCP server
io.github.vbcherepanov/total-agent-memory·v14.10.0·73 starsPersistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall
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73 stars269 downloads/wk
Reviews
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If you have run it, two minutes of your experience saves the next person an afternoon.
Total Agent Memory tools
No tool declarations could be read from the package source. They show once the server is installed.
How Total Agent Memory compares
Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 85/100
- higher than 73% of 4,460 AI and agents servers
- GitHub stars
- 73
- more than 93% of 2,711 AI and agents servers
- Downloads a week
- 269
- more than 78% of 1,538 AI and agents servers with a package
Release history: 10 versions in the registry since 2026-09-15, latest 2026-10-29, typically one every 4 days.
Install Total Agent Memory in Claude Code, Cursor or VS Code
claude mcp add total-agent-memory -- uvx total-agent-memory
What the publisher says
From the Total Agent Memory repository's README, as published. We do not edit it. Read it on GitHub
total-agent-memory
<!-- mcp-name: io.github.vbcherepanov/total-agent-memory -->
Persistent memory for your facts, decisions and working practices.
Persistent, local memory for AI coding agents: Claude Code, Codex CLI, Cursor, any MCP client.
Temporal knowledge graph · procedural memory · AST codebase ingest · cross-project analogy · 3D WebGL visualization.
Why this, not mem0 / Letta / Zep / Supermemory / Cognee? → docs/vs-competitors.md
Version 14.0.0 — what is new
Release date: 2026-09-15 · Status: release candidate; registry publication pending. Use the prepared wheel or this source checkout for v14. The general package-manager commands below follow their published channels and do not guarantee v14 before publication.
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Grade history
- 2026-09-19restoreD → Ascore 85: eval / new Function used
Total Agent Memory: common questions
- Is Total Agent Memory MCP server safe?
- Yes, by our scan: it is graded A (85/100). Read the Total Agent Memory safety report
- How do I install Total Agent Memory?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Total Agent Memory need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Total Agent Memory maintained?
- The last commit was 21 days ago (2026-10-14). The latest release is v14.10.0.
- What can I use instead of Total Agent Memory?
- Servers from other publishers that do the same job: Basic Memory MCP server, IWE (iwe.md) MCP server and Memanto MCP server. Compare all Total Agent Memory alternatives.
- How does Total Agent Memory compare with other AI and agents MCP servers?
- safety score 85/100 (higher than 73% of 4,460 AI and agents servers); github stars 73 (more than 93% of 2,711 AI and agents servers); downloads a week 269 (more than 78% of 1,538 AI and agents servers with a package). Full comparison.
Alternatives to Total Agent Memory
Same job from other publishers: the closest match first, then the best rated.
- Basic MemoryLocal-first knowledge management with bi-directional LLM sync via Markdown files.not reviewedWidely usedB
- IWE (iwe.md)Markdown knowledge base as agent memory. Runs against the notes directory it is started in.not reviewedEstablishedA
- MemantoMCP server for Memanto - persistent semantic memory for any MCP-compatible agentnot reviewedEstablishedA
- Agent RecallCorrection-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.not reviewedEstablishedA
- MCP AutoMemGraph-vector memory for AI assistants using FalkorDB and Qdrantnot reviewedEstablishedC
