MCP AutoMem alternatives

1

Total Agent Memory

by vbcherepanov

A

Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

2

rag-rat

by cq27-dev

B

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

3

Inite Brain

by inite-ai

A

Open-source bitemporal memory layer for LLM agents — knowledge graph with conflict resolution.

4

Mitos

by dovahkiin-v

A

Architectural decision memory for LLM-native workflows — markdown for humans, a graph for agents.

5

IWE

by iwe-org

A

Markdown knowledge base as agent memory. Runs against the notes directory it is started in.

6

ContextStream MCP Server

by contextstream

A

Project memory, semantic code search, and grounded agent context.

7

Google Surf

by HarimxChoi

B

Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.

8

Fidelis Memory

by hermes-labs-ai

B

Recall locally stored agent memories through an MCP-compatible host.

9

Projectmem

by riponcm

A

Coding agent memory — one local MCP server for every project. Warns before repeating failed fixes.

10

Bomly

by bomly-dev

B

Give your coding agent the dependency graph it is about to change: scan, diff, explain, audit

11

Lockstep

by lockstep-team-agent

A

Decision memory for AI coding agents: captures decisions once, briefs every agent before it acts.

IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK

13

Hicortex — AI Fleet Memory

by gamaze-labs

C

Shared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents).

Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.

15

Agent Memory Os

by yamantaka520

A

Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.