Memory and context MCP servers

4,036 servers

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

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@openoba-ai/erdl-mcp io.github.openoba/erdl-mcp-server

ERDL rules as an MCP Server — deterministic rules that give your Agent muscle memory

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Memory and context npm Local 4 a week MIT
@quarkos/cairn io.github.quarkos/cairn

Typed facts that outlive the session. Agents assert, recall, and retract through JSON or MCP.

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Memory and context npm Local 4 a week MIT
@rawcontext/engram-mcp io.github.rawcontext/engram-mcp

Engram MCP server - intelligent memory for AI agents

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Memory and context npm Local 51 a week AGPL-3.0
@samirthakur024/mcp io.github.wabmetacontact-svg/devmemory-mcp

The DevMemory MCP tool surface: project, context, memory, task, code, git and security tools.

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Git and code hosting npm Local 4 a week MIT
@shiv_2608/secondmind io.github.shivgitcode/secondmind

Shared memory for AI coding sessions. Stop re-explaining what you already figured out.

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Memory and context npm Local 4 a week MIT
@siestai-memory/mcp io.github.siestai/siestai-enterprise-mcp

MCP server for the Siestai memory API — give Claude Code (or any MCP client) a shared team memory: recall, remember, and assembled context over member + team scopes.

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Memory and context npm Local 4 a week MIT
@sutriva/mcp-server io.github.rathodpratham15/tracelens-mcp-server

Sutriva gives coding agents temporal memory -- MCP server

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Coding agent tools npm Local 4 a week MIT
@teambrain/mcp io.github.donatienmigue/teambrain-mcp

TeamBrain MCP server + local daemon: serve team memories to any MCP-capable coding agent

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Memory and context npm Local 4 a week APACHE-2.0
@thewillmoss/anchor-mcp io.github.thewillmoss/anchor-mcp

Portable agent working state MCP server — tasks, plans, notepads, memory, and rules for any AI coding agent

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Coding agent tools npm Local 4 a week MIT
@tools-for-agents/recall io.github.tools-for-agents/recall

Federated recall across an agent's brain, self, team, reading and code, in one budgeted query.

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Memory and context npm Local 4 a week MIT
@unhosted-ai/mcp-server io.github.unhosted-ai/unhosted-plugins-mcp-server

MCP server that exposes a running unhosted daemon's local-first capabilities (memory, web fetch, vram-pool status) as tools to MCP-aware clients like Claude Desktop.

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Web search and scraping npm Local 4 a week AGPL-3.0-OR-LATER
@usetruememory/mcp io.github.djt-tjd/truememory-mcp

MCP server exposing your True Memory profile to coding agents

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Coding agent tools npm Local 4 a week MIT
ak-hivemind-mcp io.github.your-org/ak-hivemind-mcp

HiveMind MCP Server — shared knowledge graph for AI agents. Query, write, and inspect collective AI knowledge through the Model Context Protocol.

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Memory and context npm Local 8 a week MIT
chronicle-mcp io.github.jghiringhelli/chronicle-mcp

Cross-project AI memory MCP server with six cognitive memory types, token-gated team coordination + knowledge sharing, and agent-instructive tool descriptions

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Memory and context npm Local 4 a week SEE-LICENSE-IN
claude-context-server io.github.carlformigoni/claude-context-server

MCP server that exposes your Claude Code project memories across all projects and to Claude.ai

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Memory and context npm Local 4 a week MIT
claude-kairos io.github.claude-kairos/claude-kairos

KAIROS-style MCP Server — persistent AI assistant with Telegram, memory, and cron

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Communication and chat npm Local 4 a week MIT
colonyq io.github.opencue/colony

Local-first memory and coordination for Claude Code, Gemini CLI, OpenCode, Codex, and Cursor.

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Memory and context npm Local 4 a week MIT
context-retriever-mcp io.github.sara-hamza/context-retriever

Local vector retrieval MCP server for coding agents: semantic code search, session-transcript memory, and a live token-savings counter. 100% on-device.

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Search and retrieval (RAG) npm Local 4 a week MIT
cortex-agent-runtime io.github.dok4everak47/cortex-agent-runtime

MCP-native AI Agent Framework — give Claude / OpenCode / Cursor a project-agnostic engineering brain via MCP

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Memory and context npm Local 4 a week MIT
cortex-graph io.github.bhavukar/cortex

Dual-Layer Codebase Knowledge Graph & Episodic Memory Engine for AI Coding Agents

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Coding agent tools npm Local 4 a week MIT
cronfounder io.github.henriquemeireles7/cronfounder

A company harness: the structured environment an agent mounts to run and grow a business. Sensors write reality, a journal remembers, gates protect your principal, and growth becomes a loop.

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Smart home and hardware npm Local 4 a week MIT
cursor-memory io.github.tranhuucanh/cursor-memory

Persistent, searchable memory for Cursor AI — You control what your AI remembers.

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Memory and context npm Local 4 a week MIT
devkit-mcp-server io.github.canjrgultekin/devkit

DevKit MCP Server + Jarwis AI Companion System - 160+ tools for full-stack development via Claude Desktop. Includes persistent memory, connector orchestration (Playwright, Windows-MCP, Excel-MCP), pro

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Memory and context npm Local 4 a week MIT
dream-mcp io.github.jamiesetch/dream-mcp

Persistent project memory for Claude Code sessions

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Memory and context npm Local 4 a week MIT
fathom-mcp io.github.fathomdx-io/fathomdx-mcp-node

Connect any MCP host to your Fathom memory lake

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Memory and context npm Local 4 a week MIT
infinite-context io.github.sujkh85/infinite-context-keeper-node

MCP server: persistent memory, compaction, semantic recall (Node.js port)

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Memory and context npm Local 4 a week MIT
innernet io.github.your-innernet/innernet-cli

one memory for every AI tool. `npx innernet` signs you in and wires Claude Code, Cursor, Codex, Windsurf, Gemini CLI, Claude Desktop, VS Code, Zed and more to your memory at innernet.live over MCP.

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Developer tools npm Local 4 a week MIT
j5ed-knowledge-graph io.github.arktechnwa/j5ed-knowledge-graph

A knowledge graph memory server for MCP with multi-agent tenant isolation, tiered search, index navigation, and three transport modes

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Memory and context npm Local 4 a week MIT
local-engram io.github.kingprimes/localengram

Local-first vector memory service for AI agents, exposed through MCP.

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Memory and context npm Local 4 a week MIT
memory-ferry io.github.iced7/memory-ferry

Local-first, folder-synced long-term memory and reusable skills for AI agents.

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Memory and context npm Local 4 a week MIT
memoryai-mcp io.github.memoryai-dev/memoryai

Beta MCP integration for MemoryAI 2.6.0 with persistent-memory and context-guard capabilities for supported IDE and bot clients.

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Memory and context npm Local 4 a week MIT
mnemo-mem io.github.joaquimlegal/mnemo

Give your AI agents a git repo as a brain. Local-first persistent memory for OpenCode, Claude Code, Cursor & Codex — MCP server + auto-capture plugin.

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Memory and context npm Local 4 a week MIT
mosaic-mcp io.github.crayonlu/mosaic-mcp-server

MCP server for Mosaic — journaling, diary, and memory app. Query memos, diaries, bots, stats, and AI features via Model Context Protocol.

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Memory and context npm Local 4 a week AGPL-3.0
needlc-mcp io.github.pduarte-dev/needlecontext

Official MCP server for NeedleContext - 8 tools for procedural memory of coding agents

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Coding agent tools npm Local 4 a week MIT
nextstep-mcp io.github.endokelp/nextstep-mcp

Bring your NextStep roadmap, progress and memory into Claude or ChatGPT.

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Project management npm Local 4 a week AGPL-3.0-ONLY
nosyparker io.github.amirj4m/nosyparker

One memory for every AI agent on your machine: tell one, and the rest know. A gate, not a store — it decides what gets in, and why.

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Memory and context npm Local 4 a week MIT
opcode-pg-memory io.github.vbs313/opcode-pg-memory

**OpenCode 长期记忆插件** — PostgreSQL + pgvector 跨平台记忆持久化 + 知识图谱

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Memory and context npm Local 4 a week GPL-3.0
pi-kontext io.github.thekontextco/pi-kontext

Kontext for the pi coding agent: a self-contained MCP connector that carries projects, tasks, documents, and saved memories across sessions.

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Project management npm Local 4 a week MIT
recalld io.github.carterh2101/recall

Local-first cross-agent memory for coding agents. Captures your Claude Code sessions, embeds them on your machine, and auto-injects relevant past context into new sessions. No cloud, no account, no AP

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Memory and context npm Local 4 a week MIT
recollect-mcp io.github.danbaileyza/recollect-mcp

Local-first, cross-agent memory for AI coding agents (Claude, Codex, Gemini, Cursor, …) — one SQLite file, MCP over stdio or HTTP, FTS5 search, multi-machine sync.

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Coding agent tools npm Local 4 a week MIT
reviewtrace-mcp io.github.maker3391/reviewtrace-mcp

ReviewTrace MCP server - record and recall code review knowledge from Claude Code, Codex, and other coding agents

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Coding agent tools npm Local 4 a week APACHE-2.0
stratalib io.github.stratalib/strata

StrataLib — MCP server for pre-built code patterns (recalls)

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Memory and context npm Local 4 a week AGPL-3.0-OR-LATER
structx io.github.darkmatrix07/structx

Graph-powered code intelligence for TypeScript. MCP server + CLI that gives AI agents (Claude, Cursor, Continue, Cline) a function-level knowledge graph of your codebase — millisecond-latency calls in

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Developer tools npm Local 4 a week ISC
substrattice io.github.gen-rl-millz/omni-harness-mcp

Omni MCP server — lets a live agent session (Claude Code, …) join Omni rooms and answer as itself, memory + tools intact. Spin up/join a room, wait for work, reply, and share artifacts.

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Memory and context npm Local 4 a week MIT
tracebase-ai io.github.tracebase/tracebase

Reasoning layer for AI agents — institutional memory so your agents never solve the same problem twice

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Memory and context npm Local 4 a week MIT
UACE — AI Memory io.github.shivamgupta1319/uace

Universal AI Context Engine — local-first shared project memory served to any MCP-capable AI assistant.

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Memory and context npm · Open VSX Local 4 a week MIT
zenrei io.github.pikonori/zenrei

Decision memory for AI-driven development — a local MCP server that indexes decisions/*.md and stops agents from re-proposing rejected designs.「その提案、前例があります」

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Memory and context npm Local 4 a week MIT
agent-memorystore-mcp io.github.mdfifty50-boop/agent-memory-mcp

MCP server providing persistent cross-session memory for AI agents — store, recall, search, and summarize memories across agent boundaries

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Memory and context npm Local 5 a week MIT