What Tablif read on MuscleMemory's site
MuscleMemory describes itself as: “MuscleMemory Give AI agents memory of what actually worked”
- Stage: Live, no waitlist
- How it differs: “It stores procedures that a test proved, not conversations.”
What it is
Calls itself “procedural memory layer”.
- Calls itself: procedural memory layer
“It's an open-source procedural memory layer that turns successful agent runs into reusable, test-verified skills.”
Where it puts itself
Rules out “replays actions”.
- Says it will not: replays actions
“How is this different from saving past chats in a vector database? It stores procedures that a test proved, not conversations.”
“MuscleMemory never replays actions.”
What it costs
No free plan.
- Free plan: no
“Open source, local by default.”
Who it sells to
Sells to businesses. Built for teams. Made for coding agents.
- Sells to: businesses
- Company size: teams
- Made for: coding agents
“PostgreSQL with pgvector for teams.”
“Procedural memory for coding agents”
How it runs
A API. Runs locally and works offline. Can be self-hosted. Distributed through the npm. Offers an API. Open source. AI is a side feature.
- Kind: api
- Runs where: on the device, offline · self-hosted
- Distributed via: npm
- API: yes
- Open source: yes
- AI role: a side feature
“…add the TypeScript SDK from npm, or build from source.”
“The database: SQLite in ~/.musclememory, or your PostgreSQL”
What it works with
Integrates with Claude Code, CleanSlate, Codex and 3 more. Names Docker on its pages.
- Integrates with: Claude Code · CleanSlate · Codex · +3
- Names: Docker
“Works with Claude Code, Codex, Cursor, and MCP-compatible agents.”
“CleanSlate musclememory connect cleanslate”
What it offers as proof
Live, no waitlist. Claims “10,000 skills”. Try it without signing up. Publishes docs.
- Number claimed: 10,000 skills
- Trial asks for: nothing
“No account and no keys to copy.”
“10,000 skills”
Sources
Tablif read these pages, last on 17 Oct 2026. Everything above is what the product says about itself; Tablif does not verify every claim.
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