Memory and context MCP servers

2,013 tagged Memory and context, measured the same way as everything else here.

Browse within: agent-memory 188mcp-server 172LLM 169ai-memory 135model-context-protocol 130local-first 108knowledge-graph 93embeddings 57cli 55knowledge-base 51agents 46knowledge-management 41agent 37ai-tools 37

session-forge

673

420247jake/session-forge

MCP server Claude CodeCodexCursor +2

Persistent memory and session intelligence for AI coding assistants. Zero config. Runs locally from the session-forge npm package.

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

aidimag

674

AiDimag/aidimag

MCP server Claude CodeCodexCursor +2

Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue. Runs locally from the aidimag npm package. Needs 3 environment variables to run.

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

neurohive

675

AdelElo13/neurohive

MCP server Claude CodeCodexCursor +2

Multi-agent memory intelligence with expertise tracking and conflict detection. Runs locally from the neurohive npm package.

not rated 1 4mo ago A tokens not measured original MIT

epiphany

676

GATSV-tech/epiphany

MCP server Claude CodeCodexCursor +2

One private, local memory your AI tools share. Cross-model, on-device, never lose a session. Runs locally from the epiphany-mcp npm package.

not rated 1 1mo ago A tokens not measured

june-mcp

677

Junemind/june-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Junê — give any MCP agent (Claude Desktop, Claude Code, …) a shared, cited knowledge-graph memory backed by a June endpoint. Runs locally from the june-mcp Python package. Needs 13 environment variables to run.

not rated 1 9d ago A tokens not measured original MIT

ultramemory

678

LogicLabsAI/ultramemory-mcp

MCP server Claude CodeCodexCursor +2

MCP server "ultramemory", hosted remotely at api.ultramemory.us, as configured in LogicLabsAI/ultramemory-mcp.

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

dense-knowledge-mcp

679

Lucky44k/dense-knowledge-mcp

MCP server Claude CodeCodexCursor +2

Local-first MCP memory server for persistent LLM knowledge and BM25 retrieval. Runs locally from the dense-knowledge-mcp Python package.

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

memocat-mcp

680

MontyGovernance/memocat-mcp

MCP server Claude CodeCodexCursor +2

MCP server for self-hosted AI agent memory, semantic search, vector RAG, and Montycat. Runs locally from the memocat-mcp Python package. Needs 2 environment variables to run.

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

agentfit

681

MukundaKatta/agentfit-mcp

MCP server Claude CodeCodexCursor +2

Token-aware message truncation: fit a chat history into your model's context budget. Runs locally from the @mukundakatta/agentfit-mcp npm package.

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

memtrust

682

RudrenduPaul/memtrust

MCP server Claude CodeCodexCursor +2

Independent, reproducible benchmark harness for agent-memory backends (MemPalace, Mem0, Zep/Graphiti, OpenViking): runs LongMemEval, LoCoMo, contradiction-detection, and a dozen other evals against all four and publishes the raw logs, not vendor-curated numbers. Runs locally from the memtrust-cli Python package.

not rated 1 12d ago A tokens not measured original Apache-2.0

saihm

683

SAIHM-Admin/saihm-mcp

MCP server Claude CodeCodexCursor +2

Enterprise-ready portable memory for AI agents: encrypted, shareable, provably erased. Standards MCP client. Runs locally from the @saihm/mcp-server npm package. Needs 2 environment variables to run.

not rated 1 4d ago A tokens not measured original Apache-2.0

groundwork

684

Rarefied-Earth/groundwork

MCP server Claude CodeCodexCursor +2

Rarefied Earth Groundwork MCP: company memory for AI agents. 14-day full-access trial, no card. Remote server at connector.rarefied.earth.

not rated 1 23d ago A tokens not measured

memory-engine-mcp

685

SimoneB79/memory-engine-mcp

MCP server Claude CodeCodexCursor +2

MCP server "memory-engine-mcp" as configured in SimoneB79/memory-engine-mcp. Runs in Docker (ghcr.io/simoneb79/memory-engine-mcp:1.5.3). Needs 3 environment variables to run.

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

acr

686

Tethral-Inc/AgentRegistry

MCP server Claude CodeCodexCursor +2

Interaction profile registry for AI agents. Log interactions, query behavioral lenses. Runs locally from the @tethral/acr-mcp npm package. Needs 1 environment variable to run.

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

graphmem-mcp

687

Sathvik-1007/GraphMem-MCP

MCP server Claude CodeCodexCursor +2

Production-grade Graph-RAG MCP server with local embeddings — persistent knowledge graphs for any LLM-powered CLI agent. Runs locally from the graphmem-mcp Python package. Needs 4 environment variables to run.

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

kirok-mcp

688

TadFuji/kirok-mcp

MCP server Claude CodeCodexCursor +2

Persistent memory for AI agents — Retain, Recall, Reflect via MCP. Runs locally from the kirok-mcp Python package. Needs 1 environment variable to run.

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

memory

689

VelixarAi/velixar-mcp-server

MCP server Claude CodeCodexCursor +2

Persistent memory for AI assistants. Store, search, and recall across sessions. Runs locally from the velixar-mcp-server npm package. Needs 1 environment variable to run.

not rated 1 5d ago A tokens not measured original MIT

mcp-memory-graph

690

YonasValentin/mcp-memory-graph

MCP server Claude CodeCodexCursor +2

Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token. Runs locally from the mcp-memory-graph npm package. Needs 2 environment variables to run.

not rated 1 1mo ago A tokens not measured

context-first-mcp

691

XJTLUmedia/Context-First-MCP

MCP server Claude CodeCodexCursor +2

37-tool MCP server: context health, memory, reasoning, truthfulness & research pipeline. Runs locally from the context-first-mcp npm package.

not rated 1 4mo ago A tokens not measured original MIT

cli

692

aligndottech/align-cli

MCP server Claude CodeCodexCursor +2

Cross-tool decision memory for AI coding agents: search your decision graph, check changes over MCP. Runs locally from the @aligndottech/cli npm package.

not rated 1 today A tokens not measured original MIT

bilinc

693

atakanelik34/Bilinc

MCP server Claude CodeCodexCursor +2

Cloud-only memory SDK and MCP adapter for autonomous agents. Runs locally from the bilinc Python package. Needs 1 environment variable to run.

not rated 1 26d ago A tokens not measured

project-knowledge-mcp

694

punic-pillars/project-knowledge-mcp

MCP server Claude CodeCodexCursor +2

Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases. Runs locally from the project-knowledge-mcp npm package.

not rated 1 25d ago A tokens not measured original MIT

memex

695

ayushagrawal288/memex

MCP server Claude CodeCodexCursor +2

MCP server "memex" as configured in ayushagrawal288/memex. Runs in Docker (ghcr.io/ayushagrawal288/memex:v0.1.0).

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

cognos-session-memory

696

base76-research-lab/cognos-session-memory

MCP server Claude CodeCodexCursor +2

MCP server for CognOS trust scoring and session trace storage. Runs locally from the cognos-session-memory-mcp Python package. Needs 1 environment variable to run.

not rated 1 6mo ago A tokens not measured archived