Live Memory MCP Server
A cheap, always-on model that learns your repo - so your agent stops re-reading it. Live Memory runs a separate, cheap large-context model as a long-lived MCP server that accumulates knowledge of your codebase across sessions. Instead of re-reading the same files every session, your agent asks one read-only tool, ask_live_memory, the broad-understanding questions - "where is X, how does Y work, what calls Z" - and…
People who work with Live and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Python.
VERIFIED ACTIVE
LAST COMMIT 2026-08-01 · ★ 7 · #168 OF 250 MAINTAINED CODING AGENT · VERIFIED 2026-09-30
Apache-2.0 · Python servers · how we verify → /methodology
01 · Install Live Memory
before you install - you'll need
Set LIVE_MEMORY_PROVIDER, LIVE_MEMORY_API_KEY, LIVE_MEMORY_PRELOAD_GLOBS before connecting.
Claude Code
claude mcp add shofer-dev-claude-code-live-memory -- uvx shofer-live-memory Claude Desktop / Cursor / VS Code - add to config
{
"mcpServers": {
"shofer-dev-claude-code-live-memory": {
"command": "uvx",
"args": [
"shofer-live-memory"
]
}
}
} Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.
Using another client? Same JSON, different key
Claude Desktop · mcpServers
Cursor · mcpServers
VS Code · servers
Windsurf · mcpServers
Zed · context_servers
Cline · mcpServers
Roo Code · mcpServers
Continue · mcpServers
LibreChat · mcpServers
Gemini CLI · mcpServers
Codex CLI · mcp_servers
Full setup guides: every client.
02 · Evidence
Security posture
What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.
runs as local process (stdio) - runs on your machine with your user's permissions
license Apache-2.0 - declared in the repository
pypi package shofer-live-memory - check the name against the project README before installing (PyPI has no namespace ownership)
registry namespace io.github.shofer-dev is GitHub-verified and matches the repo owner
03 · Who maintains Live Memory
live-memory is maintained by shofer-dev. We track 2 MCP servers from shofer-dev - 2 actively maintained, 8 combined GitHub stars, oldest repo from Jun 2026.
04 · Facts
- category
- coding agent - ranked #168 of 250 actively-maintained coding agent servers as of 2026-09-30.
- registry
- io.github.shofer-dev/live-memory (active, first published 2026-07-05 · 3 versions)
- packages
- pypi:shofer-live-memory
05 · Live Memory FAQ
What is Live Memory?
A cheap, always-on model that learns your repo - so your agent stops re-reading it. Live Memory runs a separate, cheap large-context model as a long-lived MCP server that accumulates knowledge of your codebase across sessions. Instead of re-reading the same files every session, your agent asks one read-only tool, ask_live_memory, the broad-understanding questions - "where is X, how does Y work, what calls Z" - and…
Is Live Memory still maintained?
Yes - as of 2026-09-30, its last commit was 2026-08-01. We re-verify nightly.
How do I install Live Memory?
Run `uvx shofer-live-memory`. The README documents 3 environment variables (LIVE_MEMORY_PROVIDER, LIVE_MEMORY_API_KEY, LIVE_MEMORY_PRELOAD_GLOBS) to set first. Set LIVE_MEMORY_PROVIDER, LIVE_MEMORY_API_KEY, LIVE_MEMORY_PRELOAD_GLOBS before connecting. You can also paste the ready-made client config above.
Does Live Memory run locally?
Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.
06 · Alternatives to Live Memory
Alternatives to Live Memory
Maintained coding agent servers if Live Memory isn't the fit.
- Serena A powerful toolkit for coding, providing semantic retrieval and editing capabilities. ★ 29,914 · 2026-09-29
- Desktop Commander MCP server for terminal commands, file operations, and process management ★ 9,842 · 2026-09-29
- Ouroboros Pins an acceptance spec; the verify command and expected output never enter the success contract. ★ 6,151 · 2026-09-29
- Socraticode MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs. ★ 3,327 · 2026-09-28
- Omnara Deploy durable AI agents with Omnara, an open-source managed-agent platform. ★ 2,880 · 2026-09-30
- MATLAB MCP Server Connect AI coding agents to MATLAB. Run code, tests, and analysis via MCP. ★ 1,594 · 2026-09-25
Pairs well with
Servers that cover what Live Memory doesn't - only shown when the pairing reason fits the companion.
- Context7 → documentation companion documentation · ★ 62,547
- GitLab MCP → documentation companion documentation · ★ 2,010
- Xcode Build MCP → developer tools companion developer tools · ★ 6,443
- Sentry MCP → developer tools companion developer tools · ★ 871
- Server Filesystem → filesystem companion filesystem · ★ 39,168
- Pdf MCP → filesystem companion filesystem · ★ 145
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