inspeximus
DanceNitra
Community
Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.
Aug 31, 2026Memory Knowledge
Local service39/1006
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
mnemo
DanceNitra
Community
Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.
Aug 31, 2026Memory Knowledge
Local service39/1006
saihm mcp
SAIHM-Admin
Community8
Enterprise-ready portable memory for AI agents: encrypted, shareable, provably erased.
Aug 31, 2026Memory Knowledge
Local service81/1001
Granoflow
granoflow
Community52
Connect MCP-capable AI agents to local Granoflow tasks, reviews, cards, imports, and work memory.
Jul 28, 2026Memory Knowledge
Local service80/100
agent memory mcp
xultrax-web
Community20
Markdown memory for AI agents. Files you can read, edit, grep, and commit. Not a database.
Jun 27, 2026Memory Knowledge
Local service84/1001
live memory
shofer-dev
Community
Persistent, read-only codebase memory for Claude Code; ask it instead of re-reading files.
Aug 1, 2026Memory Knowledge
Local service39/1007
Booboo
jessedu29260-netizen
Community8
Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP.
Aug 14, 2026Memory Knowledge
Local service81/1001
genome
NORTHTEKDevs
Community
Fully local memory for AI agents: zero-LLM ingest, semantic recall, air-gapped, auditable.
Aug 25, 2026Memory Knowledge
Local service39/1005
context mem
JubaKitiashvili
Community
Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 tools
Apr 19, 2026Memory Knowledge
Local service39/10018
Postgram
ivo-toby
Community
Self-hosted memory for AI agents with hybrid search, knowledge graphs, tasks, and document sync.
Jul 26, 2026Memory Knowledge
Local service39/1007
alphafold sovereign mcp
smaniches
Community
MCP server for AlphaFold and 8 other biomedical data sources with a local SQLite knowledge graph
Aug 31, 2026Memory Knowledge
Local service39/1004
project memory mcp
kaaustubh
Community9
Persistent memory for AI coding agents — past bugs, decisions, and your corrections, in your repo.
Aug 9, 2026Memory Knowledge
Local service75/1001
wikimoth
juliangeymonat-jpg
Community
Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.
Jul 4, 2026Memory Knowledge
Local service39/1008
Community
Persistent memory and drift detection for AI agents across session restarts.
Jun 13, 2026Memory Knowledge
Remote service39/10010
MarsNMe
Marsmanleo
Community
Agent-agnostic memory backend that preserves continuity between humans and AI over time.
Jul 15, 2026Memory Knowledge
Local service39/1007
lorg mcp server
LorgAI
Community
Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP
Aug 25, 2026Memory Knowledge
Remote service39/1004
agent memory os
yamantaka520
Community
Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.
Aug 19, 2026Memory Knowledge
Local service39/1004
Vulcanus
sunsatosolutions
Community
A validated Markdown memory vault your coding agent can recall, project by project.
Aug 18, 2026Memory Knowledge
Local service39/1004
agent knowledge
keshrath
Community
Cross-session memory for AI agents - knowledge graph, scoring, semantic search
Apr 21, 2026Memory Knowledge
Local service39/10014
memograph
Indhar01
Community
Graph-based memory system for LLMs with knowledge graphs and semantic search.
Aug 17, 2026Memory Knowledge
Local service39/1004
RE call MCP Memory Server
GiulioDER
Community
Agent memory on your own Postgres that flags superseded facts and abstains instead of guessing.
Aug 31, 2026Memory Knowledge
Local service39/1003
Community
Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.
Aug 30, 2026Memory Knowledge
Local service39/1003
Talamus
ampres-ai
Community
Local-first, source-grounded memory that survives AI agent sessions.
Aug 28, 2026Memory Knowledge
Local service39/1003
On Board
swisspra
Community
Cross-platform shared memory and ticket coordination for AI agents across MCP clients.
Aug 8, 2026Memory Knowledge
Local service39/1004