total-agent-memory
total-agent-memory is an MCP server by vbcherepanov. 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. LongMemEval R@5 95.1%, LoCoMo 0.607, BEAM 1M 0.448. 74 MCP tools, 9 IDEs, 100% local. It has 73 GitHub stars and ranks #433 of 1287 in Memory & Knowledge by stars.
- Category
- Memory & Knowledge
- Author
- vbcherepanov
- GitHub stars
- 73
- This week
- Tracking since 18 Oct 2026
- Language
- Python
- License
- MIT (open source)
- Last update
- 2026-10-14 (10 days ago)
- Links
- SourceWebsite
How to install total-agent-memory
Install steps differ per project, so follow the README in the total-agent-memory repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.
Also listed in
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- MCP servers for Python projects1198
Maintain this project? Get it featured ($99/mo, pinned at the top of Memory & Knowledge) or see what featuring includes.
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Frequently asked questions
What is total-agent-memory?
total-agent-memory is an MCP server by vbcherepanov in the Memory & Knowledge category. 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. LongMemEval R@5 95.1%, LoCoMo 0.607, BEAM 1M 0.448... It has 73 GitHub stars and ranks #433 of 1287 in Memory & Knowledge by stars.
Is total-agent-memory free and open source?
Yes. total-agent-memory is published under the MIT license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.
What are the alternatives to total-agent-memory?
Other Memory & Knowledge projects on MCP Harbor include open-webui, graphify, claude-mem. Each alternative links to its own page with stars, license and recent activity. The Memory & Knowledge category ranks all 1287 by stars, and you can re-sort it by growth this week.
Alternatives to total-agent-memory
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