Memory and context MCP servers

4,037 servers

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

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@michael-halperin/engram io.github.michaelhalperin/engram

One memory. Every AI. Yours. A local-first, user-owned memory vault your AI tools plug into over MCP.

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Memory and context npm Local 3 a week MIT
@min202299/claude-mem io.github.min202299/claude-mem

Memory compression system for Claude Code - persist context across sessions (fork with custom AI provider support)

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Memory and context npm Local 3 a week APACHE-2.0
@msr0806/agent-memory-mcp io.github.msr806/agent-memory-mcp

MCP server for agent-maintained global and repo memories

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Memory and context npm Local 3 a week MIT
@naseridev/orven io.github.naseridev/orven

MCP-compatible context and memory system: paged code navigation for AI assistants, plus a recorded, verified theory of what is known about the code.

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Memory and context npm Local 3 a week GPL-3.0-ONLY
@olivaresai/alma-mcp io.github.olivaresai/alma

MCP Server for Alma by OlivaresAI — persistent memory for AI agents

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Memory and context npm Local 3 a week SEE-LICENSE-IN
@phmotad/fire-code io.github.phmotad/fire-code

Intelligent MCP execution engine for AI coding agents — persistent memory, context-aware, Git-traceable

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Coding agent tools npm Local 3 a week MIT
@princetheprogrammerbtw/husk io.github.10xdev4u-alt/husk

Provider-agnostic agent harness — memory, tools, sub-agents, and observability wrapped around any LLM.

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Model and agent tools npm Local 3 a week MIT
@rememlyai/mcp io.github.qingj01/rememly-commonly-mcp

MCP server for the Rememly shared memory layer - connect any AI tool to your team's memory

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Memory and context npm Local 3 a week SEE-LICENSE-IN
@romysaputrasihanandaa/edgequake-mcp io.github.romysaputrasihananda/edgequake-mcp

MCP server for EdgeQuake Graph-RAG — use EdgeQuake as persistent agent memory

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Memory and context npm Local 3 a week APACHE-2.0
@sealedmind/mcp io.github.sealedmind/sealedmindmonorepo-sdk-mcp

Model Context Protocol server for SealedMind — encrypted, TEE-attested AI memory on 0G. Drop into any MCP-compatible runtime (Claude Desktop, Cursor, Cline, Foundry, custom) to give your agent persist

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Memory and context npm Local 3 a week MIT
@serpcheap/mcp io.github.serpcheap/mcp

Google Cheap Search — official MCP server for serp.cheap. Real-time Google SERP results (organic + knowledge graph) as an MCP tool.

100% up · 30 days

Web search and scraping npm Local Remote 3 a week MIT
@sriramadari/mcp-devkit io.github.sriramadari/mcp-devkit

A zero-dependency testing & inspection toolkit for Model Context Protocol (MCP) servers: in-memory and stdio test clients, fluent tool-result assertions, input-schema validation, and an automated conf

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Developer tools npm Local 3 a week MIT
@timofi/context-server io.github.goldcode-io/timofi-context-server

MCP client for Timofi Context Server - Repository-aware memory and code intelligence for Claude Desktop

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Developer tools npm Local 3 a week MIT
@tools-for-agents/anvil io.github.tools-for-agents/anvil

A throwaway Docker sandbox: run untrusted code network-off, memory-capped and timed.

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DevOps and infrastructure npm Local 3 a week MIT
@userigor/mcp io.github.dragoon0x/userigor-mcp

MCP server for userigor. Exposes rigor_recall, rigor_capture, rigor_metrics, rigor_cluster, rigor_status as Model Context Protocol tools.

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Monitoring and observability npm Local 3 a week MIT
@vayl.dev/client io.github.vayl-dev/vayl-typescript

The reconciling memory layer for AI agents — TypeScript client for the Vayl MCP server.

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Memory and context npm Local 3 a week APACHE-2.0
@xmem.space/mcp io.github.xmem-space/plugin-mcp

MCP Server for xmem — persistent graph-based memory for AI agents

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Memory and context npm Local 3 a week MIT
@xmszm/memory io.github.xmszm/memory

Personal MCP memory server. Multi-user, file-backed, cross-platform. Each user gets an isolated namespace.

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Memory and context npm Local 3 a week MIT
ai-ship-mcp io.github.g12789/ai-ship-ai-ship-mcp

One MCP for AI Ship — session memory (ctxshot) + vision bridge. Install this only; ctxshot-mcp & vision-bridge-mcp remain available separately.

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Memory and context npm Local 3 a week MIT
autoctxd io.github.autoctxd/autoctxd

Persistent, local, zero-API memory for Claude Code.

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Memory and context npm Local 3 a week MIT
cairn-mem io.github.evelynkaz/cairn

Persistent memory for your AI that you actually own — local-first, shared across every MCP client, one command to install, a dashboard to see and edit everything. No cloud, no account, no API key.

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Memory and context npm Local 3 a week MIT
claude-memory-explorer io.github.hseinmoussa/claude-memory-explorer

Browse, dedupe, lint, and promote your Claude Code auto-memory across every project. CLI + TUI + MCP server.

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Memory and context npm Local 3 a week MIT
clawsouls-mcp io.github.clawsouls/clawsouls-mcp

ClawSouls MCP Server — SoulScan, Soul Rollback, Swarm Memory, Persona Search & Install for AI agents

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Memory and context npm Local 3 a week MIT
code-butler io.github.hcipherdev/codebutler

Local-first Project Memory MCP server for reconstructing project reasoning.

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Memory and context npm Local 3 a week APACHE-2.0
cognitive-mirror io.github.eternalabyss/cognitive-mirror

A local-first second brain: ingests your activity into a self-managing knowledge graph that Claude can reason over.

Version check not run yet

Memory and context npm Local 3 a week MIT
competitive-intel-mcp io.github.danishashko/competitive-intel-mcp

Competitive Intelligence MCP Server — track competitors, monitor SERP rankings, scrape pages, and build knowledge graphs

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Web search and scraping npm Local 3 a week MIT
context-the-ripper io.github.m4nt/context-the-ripper

Strip dead context. Keep signal. An MCP server for deliberate, auditable context management.

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Memory and context npm Local 3 a week MIT
cortex-brain io.github.sani-savaliya/cortex-brain

Give your AI agents a company brain. MCP server over a markdown knowledge base: cited articles, freshness tracking, open questions, and a safe inbox write path.

Version check not run yet

Memory and context npm Local 3 a week MIT
crystal-memory-mcp io.github.deepsea1/sf2x-prime-mcp-server

Provenance-tracked, self-crystallizing long-term memory with a built-in honesty layer — exposed as an MCP server so any agent can plug into SF2X-Prime's Crystal Mycelium lattice.

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Memory and context npm Local 3 a week MIT
devmind-mcp-server io.github.devmindrepo/mcp-server

MCP server for DevMind — persistent memory for AI coding assistants (Claude Code, Cursor) backed by Walrus + MemWal + Seal on Sui.

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Coding agent tools npm Local 3 a week MIT
donguri-journal io.github.nemutame/donguri-journal

Local-first, time-aware journaling memory server over MCP

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Memory and context npm Local 3 a week MIT
eidos-memory io.github.sairajbaman/eidos-memory

Universal AI memory engine — 98% token savings, works with any CLI

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Memory and context npm Local 3 a week MIT
enhx-memory io.github.cbuntingde/enhx-memory

Lightweight SQLite-based persistent memory MCP server for AI coding agents. A minimal TypeScript implementation — not as heavy as enhanced-mcp-memory (which uses transformers, embeddings, etc).

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Memory and context npm Local 3 a week MIT
knowcards io.github.manojbajaj95/agent-knowledge-cards

Filesystem-first knowledge cards for coding agents — durable facts fetched as trusted memory

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Coding agent tools npm Local 3 a week MIT
kontextai-advisor io.github.nidz25/kontextai-advisor

MCP server: plan and price an enterprise knowledge platform. Estimate BYOC vs SaaS TCO, choose knowledge graph vs vector RAG, and get a deployment recommendation for company knowledge that AI agents c

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Search and retrieval (RAG) npm Local 3 a week MIT
lumina-vault io.github.kaduvelasco/lumina-vault

Lumina Vault — MCP server for persistent AI development memory, organizes project knowledge across sessions

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Memory and context npm Local 3 a week MIT
mcp-retroarch io.github.dmang-dev/mcp-retroarch

MCP server for RetroArch — exposes memory r/w, save state, screenshot, pause/frameadvance/reset via the Network Control Interface (UDP)

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Browser automation npm Local 3 a week MIT
me0-mcp io.github.gratitude5dee/me0-me0-mcp-gdgw5v

me0 stdio MCP server — expose the me0 memory verbs to any MCP client

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Memory and context npm Local 3 a week MIT
memory-conformance io.github.ilanwolberger/memory-conformance

Behavioral conformance suite for MCP memory servers: does it stay fresh, refuse to guess, and never act alone?

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Memory and context npm Local 3 a week MIT
memory-wiki-mcp io.github.raymindai/memory-wiki

MCP server for memory.wiki: tools for AI agents to create, edit, organize, search, share, version, and paste-anywhere Markdown documents.

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Docs and knowledge bases npm Local 3 a week MIT
my-local-storage-mcp io.github.avm-sistemas/my-local-storage-mcp

MCP server for persistent local memory (SQLite). Store and recall business rules, decisions, and domain knowledge for Cursor and other MCP clients.

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Memory and context npm Local 3 a week ISC
mykeep-mcp io.github.domuvn/mykeep-mcp

Optional MCP server for mykeep: exposes the memory + vault REST endpoints as MCP tools. Holds no secrets — every tool is a 1:1 passthrough to the gateway with the user's token.

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Security npm Local 3 a week MIT
prima-memory-mcp io.github.larrygmaguire-hash/cowork-business-os

MCP server for Claude Cowork and Claude Code session memory — search, recall, and resume work across chat sessions.

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Memory and context npm Local 3 a week MIT
projectcortex io.github.developer-metalhead/llm-cortex

The Autonomous Brain for your codebase — compiled architectural knowledge for AI-assisted development.

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Model and agent tools npm Local 3 a week ISC
proofseal io.github.rudycelekli/proofseal

Regression memory for coding agents — seal how your repo behaves, then check over MCP (or in CI) that an edit didn't regress it: pass/drift/regressed/missing.

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Coding agent tools npm Local 3 a week MIT
recall-mcp io.github.nerfherder/recall

MCP server for Recall — self-hosted AI memory system. Gives Claude access to recall_store, recall_search, recall_get, recall_timeline, recall_rehydrate, recall_health, and recall_profile_proposals.

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Memory and context npm Local 3 a week MIT
ricord-mcp io.github.ricord-ai/ricord-mcp-ysyn21

Ricord — persistent memory + repo knowledge graph for AI coding assistants. Ships an MCP server (`ricord-mcp`) and a repo ingestion CLI (`ricord init`).

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Memory and context npm Local 3 a week MIT
scopekeep io.github.zaynibaloch/persyst-061ep5

Governed, project-scoped memory and context for AI coding teams

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Communication and chat npm Local 3 a week MIT