Memory and context MCP servers

2,015 tagged Memory and context, measured the same way as everything else here.

Browse within: agent-memory 188mcp-server 172LLM 170ai-memory 135model-context-protocol 130local-first 108knowledge-graph 93embeddings 57cli 55knowledge-base 51agents 46knowledge-management 42agent 37ai-tools 37

agenticscope

649

jessn-dev/agentic-scope

MCP server Claude CodeCodexCursor +2

A directory-as-context standard plus a read-only MCP server that gives AI agents live, structured, token-budgeted awareness of a multi-project workspace. Runs locally from the agenticscope npm package.

not rated 2 2mo ago A tokens not measured original MIT

memory-db

650

cunzai97/Memory-DB

MCP server Claude CodeCodexCursor +2

MCP server "memory-db" as configured in cunzai97/Memory-DB. Runs locally from the memory-db Python package.

not rated 2 2mo ago A tokens not measured original MIT

alexfayers/mcp-memory-sqlite

MCP server Claude CodeCodexCursor +2

MCP server "alexfayers-mcp-memory-sqlite" as configured in alexfayers/mcp-memory-sqlite. Runs locally from the alexfayers-mcp-memory-sqlite npm package.

not rated 2 5mo ago A tokens not measured original MIT archived

saripati

652

kyouscireul/saripati

MCP server Claude CodeCodexCursor +2

Local-first, provider-agnostic MCP knowledge vault + research capture. Give any AI host a persistent, compounding memory. Runs locally from the saripati npm package.

not rated 2 +2 5d ago A tokens not measured original MIT

claude-mem

653

AribSudia/claude-code-methodology

MCP server Claude CodeCodexCursor +2

One of 4 in .mcp.json

Memory compression system for Claude Code - persist context across sessions. Runs locally from the claude-mem npm package. Needs 2 environment variables to run.

not rated 2 4d ago A tokens not measured

agent-julia

654

elninopl/agent-julia

MCP server Claude CodeCodexCursor +2

One brain for your AI — a local-first, owned memory and configurable persona shared across Claude Code and Cowork (Claude Desktop), exposed as an MCP server. Runs locally from the agent-julia npm package.

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

LyuboslavLyubenov/fastcontext-hybrid-mcp

MCP server Claude CodeCodexCursor +2

MCP server "fastcontext-hybrid-mcp" as configured in LyuboslavLyubenov/fastcontext-hybrid-mcp. Runs locally from the fastcontext-hybrid-mcp Python package.

not rated 1 2mo ago A tokens not measured

mcp-memory-vault

656

AleBrito124356/mcp-memory-vault

MCP server Claude CodeCodexCursor +2

MCP server "mcp-memory-vault" as configured in AleBrito124356/mcp-memory-vault. Runs locally from the mcp-memory-vault Python package. Needs 1 environment variable to run.

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

cursor-token-saver

657

allengox1994-creator/cursor-token-saver

MCP server Claude CodeCodexCursor +2

A local MCP server that adds an evidence store, semantic memory, a project model, and runbooks to Cursor's AI agent. Cursor is an AI-powered code editor.

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

memoryhub

658

taraksh01/memoryhub

MCP server Claude CodeCodexCursor +2

MCP server for persistent memory using Qdrant vector store. Runs locally from the @taraksh011/memoryhub npm package.

not rated 1 17d ago A tokens not measured original MIT

personal-context-mcp

659

KrystalJin1/personal-context-mcp

MCP server Claude CodeCodexCursor +2

MCP server "personal-context-mcp" as configured in KrystalJin1/personal-context-mcp. Runs locally from the personal-context-mcp Python package.

not rated 1 16d ago A tokens not measured original MIT

trinity-memory

660

trinity-tick/trinity

MCP server Claude CodeCodexCursor +2

Trinity v8.2.0: Memory Operating System — Multi-Agent Shared Memory, 50-Layer Guardian Chain, 129-Paper Brain-Inspired Alignment, GraphQL API, Raft Cluster, BM25+Jieba Chinese Retrieval. Runs locally from the trinity-memory Python package.

not rated 1 3d ago A tokens not measured original MIT

engrava

661

sovantica/engrava-mcp

MCP server Claude CodeCodexCursor +2

Model Context Protocol server for Engrava — expose an agent memory database to any MCP client over stdio. Runs locally from the engrava-mcp Python package.

not rated 1 6d ago A tokens not measured original MIT

lithtrix

662

lithtrix/lithtrix-mcp

MCP server Claude CodeCodexCursor +2

Memory consolidation for agents—MCP: search, memory write, commons read, blobs, browse. Runs locally from the lithtrix-mcp npm package. Needs 1 environment variable to run.

not rated 1 2mo ago A tokens not measured

kumbuka-server

663

Kumbuka-ai/kumbuka

MCP server Claude CodeCodexCursor +2

Governed, auditable knowledge your team curates for its AI assistants, self-hostable. Remote server at mcp.kumbuka.ai.

not rated 1 12d ago A tokens not measured

stdio-proxy

664

kiarashplusplus/undisk-mcp-tracker

MCP server Claude CodeCodexCursor +2

Undisk MCP: safe file memory for AI agents. Runs locally from the @undisk-mcp/stdio-proxy npm package. Needs 1 environment variable to run.

not rated 1 3mo ago A tokens not measured

agent-memory

665

agishub/agishub-mcp

MCP server Claude CodeCodexCursor +2

One of 7 in server.json

Persistent semantic memory for AI agents: store and recall text by meaning (RAG). x402. Remote server at api.agishub.com.

not rated 1 3d ago A tokens not measured original MIT

achriom

666

achriom/achriom-mcp

MCP server Claude CodeCodexCursor +2

Media memory for AI agents and their humans: books, movies, music, shows, anime, podcasts, games. Remote server at mcp.achriom.com.

not rated 1 3d ago A tokens not measured

amber

667

ambermem/amber

MCP server Claude CodeCodexCursor +2

Long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics. Remote server at mcp.ambermem.com.

not rated 1 7d ago A tokens not measured original MIT

mcp

668

kit18/6ducklearn-mcp

MCP server Claude CodeCodexCursor +2

Connect agents to 6DuckLearn memory, approvals, and runtime control. Remote server at 6ducklearn.com.

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

being-mcp-server

669

wnbhr/being

MCP server Claude CodeCodexCursor +2

Personality Runtime for AI agents — persistent memory, personality, and relationships via MCP. Runs locally from the @ruddia/being-mcp-server npm package. Needs 4 environment variables to run.

not rated 1 3mo ago A tokens not measured

memory

670

mnemosics/worldku-mcp

MCP server Claude CodeCodexCursor +2

Save AI conversations into your Worldku memory and recall them from any MCP client. Remote server at mcp.worldku.com.

not rated 1 19d ago A tokens not measured original MIT

loci

672

3M1RY33T/loci

MCP server Claude CodeCodexCursor +2

Scoped memory for coding agents: a router in front of a structure store and an episode store. Runs locally from the loci-mem Python package.

not rated 1 yesterday A tokens not measured original MIT

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