Memory and context MCP servers

2,018 tagged Memory and context, measured the same way as everything else here.

Browse within: agent-memory 190LLM 173mcp-server 172ai-memory 132model-context-protocol 131local-first 109knowledge-graph 93embeddings 57cli 55knowledge-base 50agents 47knowledge-management 41markdown 37agent 36

freshvault

1081

KIOKO-LAB/freshvault

MCP server Claude CodeCodexCursor +2

Local semantic search over your Obsidian vault - always fresh, never reindex. Runs locally from the freshvault npm package. Needs 1 environment variable to run.

not rated 0 1mo ago A tokens not measured original MIT

memory-nexus

1082

KairosMobius/memory-nexus-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Memory Nexus - persistent semantic memory for AI agents. Remember, recall, connect, learn. Runs locally from the @memory-nexus/mcp npm package. Needs 1 environment variable to run.

not rated 0 7mo ago A tokens not measured original MIT

nexus-memory

1083

KairosMobius/nexus-memory-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Nexus Memory API - persistent semantic memory for AI agents. Remember, recall, connect, learn. Runs locally from the nexus-memory-mcp npm package. Needs 1 environment variable to run.

not rated 0 7mo ago A tokens not measured original MIT

a2me-mcp-server

1084

Kinnectd/a2me-mcp-server

MCP server Claude CodeCodexCursor +2

Read-only A2Me family context tools for AI assistants (members, dates, activity, relationships). Remote server at mcp.a2me.app.

not rated 0 today A tokens not measured original MIT

agent-memory

1085

MastadoonPrime/sylex-memory

MCP server Claude CodeCodexCursor +2

MCP server "agent-memory" as configured in MastadoonPrime/sylex-memory. Runs locally from the sylex-memory npm package. Needs 2 environment variables to run.

not rated 0 4mo ago A tokens not measured

kilonova-mcp

1086

MilnaOS/kilonova-mcp

MCP server Claude CodeCodexCursor +2

Persistent knowledge base MCP server for Claude Code — remember everything across sessions. Runs locally from the kilonova-mcp Python package. Needs 1 environment variable to run.

not rated 0 1mo ago A tokens not measured

karst

1087

Moin105/karst

MCP server Claude CodeCodexCursor +2

Code context for AI dev tools — graph-grounded, pack-scoped retrieval over MCP. 60% fewer tokens, audit-grade citations. Runs locally from the karst Python package.

not rated 0 1mo ago A tokens not measured original Apache-2.0

n3mc-workingmemory

1088

NeuralNexusNote/n3mcmcp-lite

MCP server Claude CodeCodexCursor +2

N3MemoryCore MCP Lite - ephemeral 7-day hybrid-search memory over Redis Stack. Runs locally from the n3memorycore-mcp-lite Python package.

not rated 0 3mo ago A tokens not measured original Apache-2.0

dark-memory-mcp

1089

Opita-Code/dark-memory-mcp

MCP server Claude CodeCodexCursor +2

Persistent memory + vibe-loop engine for AI agents. Single Go binary, SQLite-backed, stdio MCP. Runs locally from the @opitacode/dark-memory-mcp npm package.

not rated 0 19d ago A tokens not measured original MIT

substrate

1090

PKaldone/substrate-mcp

MCP server Claude CodeCodexCursor +2

Persistent AI entity framework with causal memory, emotional state, and identity. Runs locally from the substrate-mcp npm package.

not rated 0 5mo ago A tokens not measured

kit-memory-demo

1091

PeterAtPondo/kit-demo-mcp

MCP server Claude CodeCodexCursor +2

Continuity for agents: a live memory you can read and cite right now, outliving the context window. Remote server at demo-mcp.kit-project.com.

not rated 0 1mo ago A tokens not measured original MIT

swarm-rd-orchestrator

1092

RudrenduPaul/swarm-rd-orchestrator

MCP server Claude CodeCodexCursor +2

Ray-native context/memory sharing for parallel research agents, with an agent-native CLI and MCP server (Milestone 1 spike). Runs locally from the swarm-rd-orchestrator-cli Python package.

not rated 0 yesterday A tokens not measured original Apache-2.0

swarmmesh

1093

RudrenduPaul/swarmmesh

MCP server Claude CodeCodexCursor +2

Shared-context and memory coordination server + CLI for swarms of parallel AI agents, speaking the SwarmMesh v1 protocol (HTTP + WebSocket + MCP), interoperable with the Node implementation. Runs locally from the swarmmesh-cli Python package.

not rated 0 today A tokens not measured original MIT

knowmind

1094

Schubeler-Consulting/knowmind

MCP server Claude CodeCodexCursor +2

AI agent memory & knowledge graph, hosted in Germany (GDPR). Recall, relations, store via MCP. Runs locally from the knowmind npm package. Needs 2 environment variables to run.

not rated 0 yesterday A tokens not measured original Apache-2.0

slimdex-mcp

1095

Siddhukaushik/slimdex-mcp

MCP server Claude CodeCodexCursor +2

Narrow code retrieval for agents: outlines, symbol context, dep graph, persistent memory. Runs locally from the slimdex-mcp npm package.

not rated 0 23d ago A tokens not measured original MIT

snipara

1096

Snipara/snipara-examples

MCP server Claude CodeCodexCursor +2

Hosted MCP for source-backed project context, memory, code impact, and agent workflow continuity. Remote server at api.snipara.com.

not rated 0 1mo ago A tokens not measured original Apache-2.0

NoteFlow-MCP

1097

Surendhar-23/NoteFlow-MCP

MCP server Claude CodeCodexCursor +2

An MCP server that used to create notes. Remote server at 2c08-27-4-120-4.ngrok-free.app.

not rated 0 6mo ago A tokens not measured fork

vaultit

1098

TheRealDataBoss/vaultit

MCP server Claude CodeCodexCursor +2

Zero model drift between AI agents. Universal session continuity CLI and Python library for Claude, GPT, Gemini, and any LLM. Runs locally from the vaultit Python package.

not rated 0 5mo ago A tokens not measured original MIT

koda

1099

aabxtract/koda

MCP server Claude CodeCodexCursor +2

Verification and memory layer for coding-agent workflows. Runs locally from the koda-verify npm package.

not rated 0 10d ago A tokens not measured original MIT

deeprecall-mcp

1100

DeepRecall-io/deeprecall-mcp

MCP server Claude CodeCodexCursor +2

MCP server "deeprecall-mcp", hosted remotely at mcp.deeprecall.io, as configured in DeepRecall-io/deeprecall-mcp.

not rated 0 7mo ago A tokens not measured original Apache-2.0

kira

1101

aibenyclaude-coder/Kira

MCP server Claude CodeCodexCursor +2

Skills and Scars for AI agents - your agent records its failures and never repeats them. Runs locally from the kira-mcp npm package. Needs 4 environment variables to run.

not rated 0 1mo ago A tokens not measured original MIT

aistoragedepot-mcp

1102

AIStorageDepot/aistoragedepot-mcp

MCP server Claude CodeCodexCursor +2

Prompt, rules, skills & docs library over MCP. No token = read-only sample of the public library. Runs locally from the @aistoragedepot/mcp npm package.

not rated 0 1mo ago A tokens not measured original MIT

meridian

1103

meridianmcp/Meridian

MCP server Claude CodeCodexCursor +2

Persistent memory, task coordination, and HITL queue for AI coding sessions. Runs locally from the @meridianmcp/mcp npm package.

not rated 0 today A tokens not measured

neuralbrain

1104

alexcurpan-cloud/NeuralBrain

MCP server Claude CodeCodexCursor +2

NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 Payments. Remote server at neuralbrain.ai.

not rated 0 2mo ago A tokens not measured