Best Alternatives to MCP Light Memory

Memorix

Runtime: Remote (SSE)

Local-first persistent project memory for AI coding agents across MCP clients and sessions.

Local-first, governable long-term memory for AI coding agents

Moxie Docs MCP

Runtime: npx

★ Featured

Provides repository-aware documentation context, convention checks, API context, and proposed documentation updates through MCP.

Mindswap

Runtime: npx

Local-first AI context and memory server for cross-tool coding continuity.

Scrivener MCP

Runtime: npx

Connects Scrivener 3 projects to AI clients for editing, analysis, search, and writing support.

Projectmind

Runtime: npx

Persistent project memory for AI coding agents: one compact digest instead of re-reading the repo.

Local-first persistent memory for AI coding agents.

Aidimag

Runtime: npx

Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.

Persistent AI memory shared across Claude, ChatGPT, coding agents, and compatible MCP clients.

Neural Memory

Runtime: uvx

Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

Prism Coder

Runtime: npx

Session memory for coding agents: local-first recall, drift detection, on-device inference.

Dreamd

Runtime: npx

Local-first, cross-harness memory for AI coding agents.