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Memory & Knowledge MCP Servers

Servers that give agents persistent memory or a structured knowledge base to draw on across sessions. The directory lists 243 in this category, of which 66 are hosted remote servers needing no local install. Ranking below reflects maintenance, documentation, install experience and adoption — never payment.

All servers

Community

Persistent coding memory for AI assistants. MCP stdio, hybrid search, graph, context.

Jul 6, 2026Memory Knowledge
Local service39/100

Anamnesis

oscardvs

Community

Cross-machine, file-first memory for Claude Code: markdown + SQLite FTS5, synced with git

Jul 5, 2026Memory Knowledge
Local service39/100
Community

Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost

May 18, 2026Memory Knowledge
Local service39/100

swiss truth mcp

swisstruthorg

Community

Verified knowledge base for AI agents — stop hallucinations with certified facts.

Apr 30, 2026Memory Knowledge
Local service39/100

suma memory

sumanaddanki

Community

Persistent memory for Claude Code and Cursor. Stop re-explaining your project every session.

Apr 12, 2026Memory Knowledge
Remote service39/100

SUBSTRATE

PKaldone

Community

Persistent AI entity framework with causal memory, emotional state, and identity.

Mar 29, 2026Memory Knowledge
Remote service39/100

GrantAi Memory

solonai-com

Community

Persistent memory for AI agents. Infinite context with sub-millisecond recall.

Mar 16, 2026Memory Knowledge
Local service39/100

goldhold

jerrysrodz

Community

Persistent memory for AI agents. Search, store, and recall across sessions.

Mar 16, 2026Memory Knowledge
Remote service39/100

memory

shackleai

Community

Persistent memory for AI coding tools. 11 tools for any MCP-compatible AI tool.

Mar 9, 2026Memory Knowledge
Local service39/100