Anneal Memory MCP Server

Living memory for AI agents. Episodes compress into identity. Memory without grounding is amplification infrastructure. It runs locally over stdio via the published package.

People connecting memory tools to Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-08-14 · ★ 10 · #122 OF 259 MAINTAINED MEMORY · VERIFIED 2026-08-25

MIT · Python servers · how we verify → /methodology

01 · Install Anneal Memory

Claude Code

claude mcp add phillipclapham-anneal-memory -- uvx anneal-memory

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "phillipclapham-anneal-memory": {
      "command": "uvx",
      "args": [
        "anneal-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 MIT - declared in the repository

pypi package anneal-memory - check the name against the project README before installing (PyPI has no namespace ownership)

registry namespace io.github.phillipclapham is GitHub-verified and matches the repo owner

03 · What Anneal Memory can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v0.9.6 · 2026-06-30

The first public PyPI release of the 0.9.x line. Releases 0.9.0–0.9.5 lived on main only (0.9.0/Slice B shipped in SHADOW MODE; the rest rode an editable install) and were never uploaded to PyPI - the last published…

v0.8.4 · 2026-06-12

Determinism fix for the AM-PRESERVE warm-preservation gate. upsert_pattern_history wrote last_seen_at from wall-clock, ignoring the pipeline's today - so the warm carve-out (_is_warm: today − last_seen_at) only held…

v0.8.3 · 2026-06-12

AM-LINKGATE: the immune system now surfaces the dominant Hebbian under-wiring habit - a graduation that cites a SINGLE episode validates the pattern but forms NO co-citation link, so a single-id habit lets the…

04 · Who maintains Anneal Memory

anneal-memory is maintained by phillipclapham. It's the only MCP server we track from this author; the repo dates to Mar 2026.

05 · Facts

repository: github.com/phillipclapham/anneal-memory
category: memory - ranked #122 of 259 actively-maintained memory servers as of 2026-08-25.
release cadence: 10+ releases in the last 90 days (latest 2026-06-30)
registry: io.github.phillipclapham/anneal-memory (active, first published 2026-04-01)
packages: pypi:anneal-memory

06 · Anneal Memory FAQ

What is Anneal Memory?

Living memory for AI agents. Episodes compress into identity. Memory without grounding is amplification infrastructure. It runs locally over stdio via the published package.

Is Anneal Memory still maintained?

Yes - as of 2026-08-25, its last commit was 2026-08-14 and it shipped 10+ releases in the last 90 days. We re-verify nightly.

How do I install Anneal Memory?

Run `uvx anneal-memory`. You can also paste the ready-made client config above.

Does Anneal 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.

07 · Alternatives to Anneal Memory

Alternatives to Anneal Memory

Maintained memory servers if Anneal Memory isn't the fit.

Pairs well with

Servers that cover what Anneal Memory doesn't - only shown when the pairing reason fits the companion.

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