Memory and context MCP servers

4,020 servers

Give your client long-term memory: notes, knowledge graphs and vector stores.

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@h1veframework/mcp io.github.gushartz/nexus-flow-mcp-server

MCP server for H1VE — gives Claude Code / Cursor your project's memory (recall), branch context, and delivery workflow. The governance & memory layer for teams building with AI.

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Memory and context npm Local 23 a week MIT
@hyperlynq/synaptic io.github.hyperlynq/synaptic

Persistent local memory for Claude Code — cross-session context recall, semantic search, zero cloud

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Memory and context npm Local 23 a week SEE-LICENSE-IN
@vefimov/engram io.github.valyefimov/engram

A second brain for AI coding agents — long-term, structured, queryable project memory over MCP.

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Coding agent tools npm Local 23 a week MIT
kalairos io.github.labskrishna/kalairos

Agent platform with bitemporal memory, live observability, and audit-grade traceability — for AI that needs to act at the right moment

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Monitoring and observability npm Local 23 a week MIT
midbrain-memory-mcp io.github.midbrainai/midbrain-memory-mcp

Persistent experience for coding agents: episodic capture and semantic search

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Coding agent tools npm Local 23 a week MIT
sharelane io.github.two19labs/sharelane-by-two19-labs

A shared project memory and delegation hub for coding agents.

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Coding agent tools npm Local 23 a week MIT
@egentica/codemap io.github.egentica/codemap

A universal suite of MCP-native and node.js API tools for agentic AI, researchers, and developers to map, knowledge-graph, and work with structured code and other artifacts.

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Memory and context npm Local 24 a week APACHE-2.0
@vargos-labs/vargos io.github.vargos-labs/vargos

Self-hosted agent OS with persistent memory, multi-channel presence, tools, scheduling, and sub-agent orchestration

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Model and agent tools npm Local 22 a week MIT
agent-knowledge-mcp io.github.lucent-snow/agent-knowledge-mcp

Portable Markdown memory for agents: local and remote MCP, Chinese lexical search, and sync-friendly files.

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Files and storage npm Local 22 a week MIT
bci-mcp io.github.enkhbold470/bci-mcp

Plug your brain into Claude — npx launcher for the bci-mcp EEG MCP server (Python/PyPI)

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Memory and context npm · PyPI Local 22 a week MIT
reponova io.github.cristianociuti/reponova

Knowledge graph builder & MCP server for AI code assistants: search, impact analysis, semantic similarity, and architecture visualization

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Data warehouses and analytics npm Local 22 a week MIT
@joseairosa/recall io.github.joseairosa/recall

Persistent cross-session memory for Claude and AI agents. Self-host on Redis/Valkey, or use the managed cloud at recallmcp.com.

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Memory and context npm Local 29 a week MIT
@prmichaelsen/remember-mcp io.github.prmichaelsen/remember-mcp

Multi-tenant memory system MCP server with vector search and relationships

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Memory and context npm Local 57 a week MIT
@grec0/memory-bank-mcp io.github.gcorroto/memory-bank-mcp

MCP server for semantic code indexing with Memory Bank - AI-powered codebase understanding

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Memory and context npm Local MIT
@gzoo/cortex io.github.gzoonet/cortex

Local-first knowledge graph that watches your project files, extracts entities and relationships via LLMs, and lets you query across projects in natural language.

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Files and storage npm Local 21 a week MIT
@openweb-dev/mcp-server io.github.songzeli/openweb-mcp-server

MCP server for OpenWeb — the booking-grade reliability layer for AI agents. Self-host with docker-compose for free, OR set OPENWEB_BRAIN_URL + OPENWEB_BRAIN_KEY to point at the hosted brain.

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DevOps and infrastructure npm Local 21 a week MIT
@totalreclaw/mcp-server io.github.p-diogo/totalreclaw-mcp

End-to-end encrypted memory for AI agents — portable, yours forever. MCP server with XChaCha20-Poly1305 E2EE, semantic search, import/export, and on-chain storage

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Files and storage npm Local 21 a week MIT
@vodailocz/kilo-kit-mcp io.github.vodailocz/kilo-kit-mcp

MCP server for safer coding agents with skill routing, C4 workflow gates, memory checks, and verification.

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Coding agent tools npm Local 21 a week APACHE-2.0
@yeyuan98/mem0-mcp io.github.yeyuan98/mem0-mem0-rest-mcp

MCP (Model Context Protocol) server that fronts a self-hosted Mem0 REST API. Stdio transport, 10 memory tools, single source of truth = your pgvector store.

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Memory and context npm Local 21 a week APACHE-2.0
pi-codebase-memory-mcp io.github.porameht/pi-codebase-memory-mcp

Pi package that bridges the codebase-memory-mcp server into pi as native tools — a tree-sitter knowledge graph for fast structural code search, call-path tracing, architecture overviews, and impact an

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Developer tools npm Local 21 a week MIT
vgxness io.github.uzielvgx/vgxness

Local-first governance OS, CLI and MCP control plane for existing coding agents, SDD, memory, runs, permissions, and OpenCode setup.

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Coding agent tools npm Local 21 a week SEE-LICENSE-IN
z0gcode io.github.mr-reb00t/z0gcode

A terminal coding agent whose brain runs on 0G Compute: private, verifiable AI with on-chain provenance.

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Memory and context npm Local 21 a week MIT
@4iops/claude-ops io.github.4iops/claude-ops

AI-powered project operations for Claude Code — persistent memory, bug tracking, cost intelligence, and real-time dashboard

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Memory and context npm Local 45 a week MIT
@stfade/moth io.github.stfade/moth

A lightweight MCP server for project-local bug-fix analysis and verified fix memory.

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Memory and context npm Local 5 a week MIT
totalrecallai io.github.auriti-labs/kiro-memory-mj0y7z

Your AI remembers everything. Persistent cross-session memory for AI coding assistants. Works with Claude Code, Cursor, Windsurf, Cline, and any MCP-compatible editor.

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Memory and context npm Local 5 a week AGPL-3.0
Hebbian Mind io.github.For-Sunny/hebbian-mind-enterprise

Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.

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Memory and context Official MCP Registry Local
Adaptive Memory Graph io.github.raskolnikovdd/adaptive-memory-graph

Persistent memory for Claude via weighted, interconnected knowledge nodes.

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Memory and context Official MCP Registry Local
@jhizzard/mnestra io.github.jhizzard/mnestra

Persistent developer memory MCP server — the LLM is stateless, Mnestra isn't

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Memory and context npm Local 20 a week MIT
@n1x-technologies/cortex io.github.n1x-technologies/n1x-cortex-toolkit

Turn any markdown vault into an AI-queryable knowledge graph (CLI + local viewer + cited query + AI atomization).

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Office documents and spreadsheets npm Local 20 a week MIT
claude-master-toolkit io.github.loviver/claude-master-toolkit

Operation layer for Claude Code: local dashboard, cost telemetry, context-guardian hooks, persistent memory (Pandorica), model router, MCP server, and a tree-sitter symbol index — all offline.

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Memory and context npm Local 20 a week MIT
memgrep io.github.darula-hpp/memgrep

Local agent memory, coding loop, Cursor from Telegram, scheduled playbooks, and MCP tools.

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Memory and context npm Local 20 a week MIT
oh-memos-mcp io.github.lsg1103275794/oh-memos-mcp-server-node

MCP Server for oh-memos — Intelligent Memory Management (Node.js, no Python required)

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Memory and context npm Local 20 a week MIT
deepbrain io.github.magicray1217/deepbrain

Self-Evolving Agent Memory. learn / recall / evolve — Agents get smarter over time.

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Memory and context npm Local 27 a week LGPL-3.0-OR-LATER
Memwright io.github.bolnet/memwright

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

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Databases Official MCP Registry Local
@ai-relay/project-memory io.github.vinayaktupe/project-memory

Configuration-driven persistent repository memory for AI coding agents, with Neo4j storage and read-only MCP access.

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Coding agent tools npm Local 19 a week SEE-LICENSE-IN
@gruetech/amanuensis io.github.nfeldman/amanuensis

Evidence-backed codebase memory for MCP-capable coding agents. Ships a portable workflow skill, an MCP server, client adapters, and a diff-aware materializer.

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Coding agent tools npm Local 19 a week MIT
localant io.github.yuga-hashimoto/localant

LocalAnt — Use ChatGPT as the brain and your local computer as the hands. A safe, permissioned local MCP Gateway for ChatGPT.

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Memory and context npm Local 19 a week MIT
@maledorak/lore-mcp io.github.maledorak/maledorak-private-marketplace-lore-mcp

MCP server for lore framework - AI-readable project memory with task/ADR/wiki management

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Project management npm Local MIT
@misterhuydo/cairn-mcp io.github.misterhuydo/cairn

MCP server that gives Claude Code persistent memory across sessions. Index your codebase once, search symbols, bundle source, scan for vulnerabilities, and checkpoint/resume work — across Java, TypeSc

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Memory and context npm Local 18 a week MIT
@mnemoverse/ai-sdk io.github.mnemoverse/ai-sdk

Hosted AI agent memory that learns from outcomes, with shared rooms, for the Vercel AI SDK (ai 5, 6 and 7): the @mnemoverse/mcp-memory-server tools, run in process

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Memory and context npm Local 18 a week MIT
@noelclaw/mcp io.github.noelclaw/mcp

The runtime layer for Agentic AI. 121 MCP tools: persistent memory, autonomous agents, vault storage, scheduled workflows, DeFi on Base (base_mcp_*), Robinhood Chain tokenized stocks and arbitrary cry

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Finance and payments npm Local 18 a week MIT
@retaindb/local io.github.retaindb/retaindb

RetainDB Local - one-process persistent memory for coding agents

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Memory and context npm Local 18 a week APACHE-2.0
aema-memory io.github.sumit-ai-dev/adaptive-agent-memory-ojt-g146-dfc5s0

Reliability-Aware Experiential Memory for Autonomous AI Agents — Asymmetric Exponential Moving Average (AEMA) SDK and MCP Server

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Memory and context npm Local 18 a week MIT
antigravity-memory io.github.keyut-shah/gemini-mem

Persistent memory layer for AI coding tools — never lose context across sessions

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Memory and context npm Local 18 a week MIT
@exaudeus/memory-mcp io.github.etiennebbeaulac/memory-mcp

Codebase memory MCP server - persistent, evolving knowledge for AI coding agents

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Coding agent tools npm Local 52 a week MIT
Mif Tools io.github.varun29ankuS/mif-tools

Convert, validate, and inspect AI agent memories across formats

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Memory and context Official MCP Registry Local
@recall_v3/mcp-server io.github.stoodiohq/recall-v3

Recall MCP Server - Team memory for AI coding assistants

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Memory and context npm Local MIT
Zikkaron io.github.amanhij/zikkaron

Biologically-inspired persistent memory engine for Claude Code MCP agents

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Memory and context Official MCP Registry Local