Agent Memory alternatives
16 ai and agents MCP servers from other publishers do the same job as Agent Memory. The closest match comes first, then the best rated, with at most two per publisher.
Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall
No reviews yetlocal · pypi68166/wkFreeLocal-first knowledge management with bi-directional LLM sync via Markdown files.
No reviews yetlocal · pypi4.0k6.0k/wkFreeMarkdown knowledge base as agent memory. Runs against the notes directory it is started in.
No reviews yetlocal · npm1.7k136/wkFreeHosted AI agent memory that learns from outcomes, with shared rooms, in Claude, Cursor and ChatGPT.
No reviews yetgateway-ready21379/wkFreeButterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.
No reviews yetgateway-ready3.7kFreeProject memory, semantic code search, and grounded agent context.
No reviews yetgateway-ready43964/wkFreeCorrection-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.
No reviews yetlocal · npm371399/wkFreePersistent 3D/2D spatial world model for AI agents with entity tracking and simulation.
No reviews yetlocal · npm204.2k/wkFree3D avatars, embeds, glTF tools, agent memory, and on-chain agent identity from three.ws.
No reviews yetgateway-ready214FreeLocal-first personal memory and model server for trusted MCP agents on macOS.
No reviews yetlocal · pypi1.3kFreePortable workspaces for AI agents: one encrypted link any agent can read and write
No reviews yetlocal · npm15648/wkFreeRecall locally stored agent memories through an MCP-compatible host.
No reviews yetlocal · pypi23382/wkFreeCoding agent memory — one local MCP server for every project. Warns before repeating failed fixes.
No reviews yetlocal · pypi827FreeCodebase memory for AI agents: an AST index plus agent-written notes that self-stale.
No reviews yetlocal · npm10833/wkFreeDeterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.
No reviews yetlocal · npm16419/wkFreeRepository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.
No reviews yetlocal · npm20330/wkFree
Agent Memory alternatives by what you need
Open source Agent Memory alternatives (16)
Published under an open licence such as MIT or Apache-2.0.
Total Agent Memory, Basic Memory, IWE, Mnemoverse Memory, Butterbase AI, ContextStream MCP Server, Agent Recall, World Model MCP and 8 more below.
Hosted Agent Memory alternatives (4)
Nothing to install: a remote endpoint you add by URL. Also callable through the mcp.market gateway.
Mnemoverse Memory, Butterbase AI, ContextStream MCP Server, three.ws Avatars & Agents.
Local Agent Memory alternatives (12)
A package you install and run on your own machine, so your data stays on your computer.
Total Agent Memory, Basic Memory, IWE, Agent Recall, World Model MCP, Persome, Vnsh, Fidelis Memory and 4 more below.
Safest Agent Memory alternatives (13)
Graded A: passed every check the scanner runs on the latest release.
Total Agent Memory, IWE, Mnemoverse Memory, Butterbase AI, ContextStream MCP Server, Agent Recall, World Model MCP, three.ws Avatars & Agents and 5 more below.
Agent Memory and its alternatives compared
| Server | Grade | Rating | Licence | Runs | Stars |
|---|---|---|---|---|---|
| Agent Memory(this one) | F35 | No reviews yet | Not stated | Hosted | 0 |
| Total Agent Memory | A85 | No reviews yet | MIT | Local | 68 |
| Basic Memory | C60 | No reviews yet | AGPL-3.0 | Local | 4.0k |
| IWE | A94 | No reviews yet | Apache-2.0 | Local | 1.7k |
| Mnemoverse Memory | A99 | No reviews yet | MIT | Hosted | 21 |
| Butterbase AI | A96 | No reviews yet | Apache-2.0 | Hosted | 3.7k |
| ContextStream MCP Server | A96 | No reviews yet | MIT | Hosted | 43 |
| Agent Recall | A92 | No reviews yet | MIT | Local | 371 |
| World Model MCP | A94 | No reviews yet | MIT | Local | 20 |
| three.ws Avatars & Agents | A97 | No reviews yet | Apache-2.0 | Hosted | 214 |
| Persome | A91 | No reviews yet | Apache-2.0 | Local | 1.3k |
| Vnsh | A92 | No reviews yet | MIT | Local | 156 |
| Fidelis Memory | B83 | No reviews yet | MIT | Local | 23 |
| Projectmem | A92 | No reviews yet | MIT | Local | 827 |
| coldstart | A92 | No reviews yet | MIT | Local | 10 |
| adrkit decision memory | A91 | No reviews yet | Apache-2.0 | Local | 16 |
| rag-rat | B75 | No reviews yet | MIT | Local | 20 |