agent-memory MCP servers

asanabrial/leteo

MCP server Claude CodeCodexCursor

MCP server "leteo" as configured in asanabrial/leteo. Launched with leteo. Needs 1 environment variable to run.

oyekamal/mnemo-agent

MCP server Claude CodeCodexCursor

MCP server "mnemo" as configured in oyekamal/mnemo-agent. Runs mnemo.mcp_server with ${CLAUDE_PROJECT_DIR:-.}/.venv/bin/python. Needs 1 environment variable to run.

numbererikson/shinobi

MCP server Claude CodeCodexCursor

MCP server "shinobi", hosted remotely, as configured in numbererikson/shinobi.

allengox1994-creator/cursor-token-saver

MCP server Claude CodeCodexCursor

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.

toml0006/hive-mind

MCP server Claude CodeCodexCursor

MCP server "hive-mind" as configured in toml0006/hive-mind. Runs locally from the hive-mind Python package.

trinity-tick/trinity

MCP server Claude CodeCodexCursor

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.

sovantica/engrava-mcp

MCP server Claude CodeCodexCursor

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.

LogicLabsAI/ultramemory-mcp

MCP server Claude CodeCodexCursor

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

LogicLabsAI/ultramemory-mcp

MCP server Claude CodeCodexCursor

Cross-tool memory for your AI that recalls first every turn and admits when it doesn't know. Remote server at api.ultramemory.us.

RudrenduPaul/memtrust

MCP server Claude CodeCodexCursor

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.

SAIHM-Admin/saihm-mcp

MCP server Claude CodeCodexCursor

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.

SAIHM-Admin/saihm-mcp

MCP server Claude CodeCodexCursor

Sovereign encrypted memory for AI agents. 8 MCP tools. GDPR erasure. Runnable offline demos. Runs locally from the @saihm/mcp-server npm package. Needs 2 environment variables to run.

SunFlash12/forge-cascade-mcp

MCP server Claude CodeCodexCursor

MCP server "forge-cascade-mcp" as configured in SunFlash12/forge-cascade-mcp. Runs in Docker (ghcr.io/sunflash12/forge-cascade-mcp:v0.1.7).

YonasValentin/mcp-memory-graph

MCP server Claude CodeCodexCursor

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.

davidmosiah/delx-memory

MCP server Claude CodeCodexCursor

Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe. Runs locally from the delx-memory npm package. Needs 5 environment variables to run.

jarmstrong158/context-keeper

MCP server Claude CodeCodexCursor

MCP server that maintains project context (decisions, pipelines, constraints) across Claude conversations. Runs locally from the context-keeper-mcp Python package. Needs 1 environment variable to run.

jyswee/agenticmemory

MCP server Claude CodeCodexCursor

Persistent memory for AI agents — history, context, semantic search, queues. 17 tools, stdio/SSE. Runs locally from the agmry npm package. Needs 1 environment variable to run.

panagot/Ai-Agents-Archive

MCP server Claude CodeCodexCursor

MCP server "ai-agents-archive", hosted remotely at aiagentsarchive.com, as configured in panagot/Ai-Agents-Archive.

premanand8800/cogsession

MCP server Claude CodeCodexCursor

Session memory for AI coding agents — records decisions and dead ends as they happen, and tells you when what you wrote stops being true. Runs locally from the cogsession Python package.

sammyboi81/arkhive

MCP server Claude CodeCodexCursor

ArkHive MCP — governed, tamper-evident memory for AI agents. Tell your AI to check the ArkHive. (Formerly published as humane-intelligence.). Runs locally from the arkhive-mcp Python package.

team-monet/monet

MCP server Claude CodeCodexCursor

Local-first, state-centric memory for coding agents. MCP server + CLI. Runs locally from the @team-monet/monet npm package. Needs 1 environment variable to run.

toonight/Mnemoscope

MCP server Claude CodeCodexCursor

Predict context rot, sign every agent write, tier reads. Markdown-native, 100% local. Runs locally from the @mnemoscope/mcp-server npm package.

verbative/verbative-memory

MCP server Claude CodeCodexCursor

On-device memory system for AI coding agents — dual-layer engine (distilled facts + lossless event ledger), automatically captured and injected, exposed over MCP. Shared across agents, persistent across sessions; files in your repo. Runs locally from the verbative-memory npm package.

44-pixels/handover-mcp

MCP server Claude CodeCodexCursor

Shared, versioned context that humans and AI agents can publish, review, annotate, and continue. Remote server at handover.sh.