Memory and context MCP servers

4,024 servers

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

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easy-memory io.github.flippysun/easy-memory

MCP persistent memory service — let AI assistants remember across sessions. Powered by Qdrant vector search + official embeddings (via OpenAI-compatible relay or Gemini Vertex AI) with Ollama fallback

Version check not run yet

Search and retrieval (RAG) npm Local 31 a week MIT
gyst-mcp io.github.chaydavs/gyst

Persistent memory for AI native teams. Shared memory across Claude Code, Cursor, Codex, and self-hosted LLMs via MCP.

Version check not run yet

Memory and context npm Local 13 a week MIT
@parasite2060/jarvis-mcp-server io.github.parasite2060/jarvis-claude-plugin-mcp-server

Jarvis MCP server providing memory_search and memory_add tools for Claude Code

Version check not run yet

Memory and context npm Local
mcp-ai-brain io.github.nawkarpravinp-bit/mcp-ai-brain

Local-first persistent memory for AI agents. SQLite + hybrid search (keyword + local vector embeddings). Zero API costs. Works with Claude, Cursor, Windsurf, and any MCP-compatible agent.

Version check not run yet

Search and retrieval (RAG) npm Local 18 a week MIT
@aperdomoll90/ledger-ai io.github.aperdomoll90/ledger

AI identity and memory system — portable persona, knowledge sync, semantic search across agents and devices

Version check not run yet

Finance and payments npm Local 9 a week ISC
@cencori/mcp io.github.cencori/cencori-mcp

MCP server for Cencori — first-party web search, docs, gateway, Embedded Agents, memory, sessions, governance, and multimodal inference.

Version check not run yet

Web search and scraping npm Local 9 a week MIT
@clawtex/mcp-server io.github.clawtex-io/mcp-server

Clawtex MCP server - structured memory for AI agents

Version check not run yet

Memory and context npm Local 9 a week BSL-1.1
@gitloomhq/mcp io.github.gitloomhq/gitloom-mcp

MCP server for GitLoom — memory for any MCP-speaking agent

Version check not run yet

Memory and context npm Local 9 a week MIT
@mingxy/cerebro-mcp io.github.mingxy-cerebro/cerebro-server-mcp

Cerebro MCP Server — persistent memory for Cursor, VS Code, Claude Desktop, and any MCP client

Version check not run yet

Memory and context npm Local 9 a week APACHE-2.0
@mnemexa/mcp io.github.mnemexa/mcp

MCP server adapter for Mnemexa — the Intelligent Memory OS for AI. Exposes memory store, recall, and health tools over STDIO.

Version check not run yet

Memory and context npm Local 9 a week ISC
agentcache io.github.raghav-a21ai/agentcache

Knowledge cache for AI agents — learns how you work, remembers across sessions, works everywhere

Version check not run yet

Memory and context npm Local 9 a week MIT
anansi-mcp io.github.g-33-l/anansi-mcp

MCP server for Anansi — give Claude Desktop, Cursor, and any MCP client persistent, synthesized memory

Version check not run yet

Memory and context npm Local 9 a week MIT
context-signals-mcp io.github.dineshrag/context-signals-mcp

MCP server for context signal extraction and memory - reduces tokens by extracting code structure

Version check not run yet

Memory and context npm Local 9 a week MIT
dokoro io.github.bypawel/dokoro

Multi-layer agent-memory MCP server (working, episodic, semantic, procedural, affective) for Claude Code and any MCP client.

Version check not run yet

Memory and context npm Local 9 a week MIT
harness-mcp-server io.github.brianhung/harness-harness-mcp-server

Recursive Language Model and Continual Harness in one MCP server: long-context Q&A, a Python kernel, and durable memory.

Version check not run yet

Memory and context npm Local 9 a week MIT
n2n-memory io.github.n2ns/n2n-memory-kg52k1

Project-local knowledge-graph memory MCP server from N2NS Lab for AI coding agents.

Version check not run yet

Memory and context npm Local 9 a week MIT
sai-agent-bridge io.github.jobssteve164dev/proofwild

Connect an autonomous Agent to Proofwild, publish research, join public peer review, and retain private world memory.

Version check not run yet

Science and research npm Local 9 a week APACHE-2.0
wavescope-mcp io.github.yogthos/wavescope-mcp-pznk1p

Wavelet-based multi-resolution context management for MCP

Version check not run yet

Memory and context npm Local 9 a week ISC
@memories.sh/cli io.github.webrenew/memories-cli

A local-first memory layer for AI coding agents — persistent context for Claude, Cursor, and more

Version check not run yet

Memory and context npm Local 45 a week APACHE-2.0
memoclaw-mcp io.github.anajuliabit/memoclaw-mcp

MCP server for MemoClaw semantic memory API. 1000 free calls per wallet.

Version check not run yet

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

MCP server for Raggy - universal memory for AI agents. Ships with a built-in agent protocol so every connected client auto-loads the rules for when to capture, recall, link, and forget memories.

Version check not run yet

Memory and context npm Local 10 a week MIT
MaxGraph io.github.RuMemory/maxgraph

Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.

Version check not run yet

Memory and context Official MCP Registry Remote
Renor io.github.patrickpassosb/renor

Private memory for AI agents: save and recall facts across Claude Code, Codex, Cursor and ChatGPT.

100% up · 30 days

Memory and context Official MCP Registry Remote
@spuentesp/lain io.github.spuentesp/lain-49xgtv

Language-Augmented Ingestion Network - Architectural brain for AI agents

Version check not run yet

Memory and context npm Local 2 a week MIT
@raj-sadan/ai-memory io.github.vraj0703/ai-memory

Persistent memory organ for AI agents — vector store, strategies, cognitive state, knowledge manifests. Mockable defaults so it runs without SQLite, Ollama, or NextCloud.

Version check not run yet

Memory and context npm Local 9 a week MIT
@timmeck/brain-core io.github.timmeck/brain-ecosystem-brain-core

Shared core infrastructure for the Brain ecosystem — IPC, MCP, CLI, DB connection, and utilities

Version check not run yet

Memory and context npm Local 25 a week MIT
birdbot-mcp io.github.nickbreen2/birdbot-mcp

BirdBot MCP server — project memory for vibe coders

Version check not run yet

Memory and context npm Local 12 a week MIT
oraclip-mcp io.github.agniquantintel/oraclip-mcp

MCP server that injects a cited, regularly-updated (nightly refresh target) operator brain (YC, a16z, Sequoia, Lenny's Podcast, Anthropic, Karpathy, AI Engineer, Latent Space, Dwarkesh, SaaStr) into C

100% up · 30 days

Design and media Official MCP Registry · npm Local Remote 8 a week MIT
@agrippa87/memoria-mcp io.github.agripp87/memoria_mcp-mcp-server

Memoria — persistent, plain-text memory for Claude over MCP. Markdown files you own, hybrid semantic + keyword search, OAuth 2.1 remote transport, and agentic self-maintenance.

Version check not run yet

Files and storage npm · PyPI Local 8 a week APACHE-2.0
@cogmem/engram io.github.faltawy/engram

Human memory for artificial minds — a cognitive memory system modeled on neuroscience

Version check not run yet

Memory and context npm Local 8 a week MIT
@cogniahq/mcp io.github.cogniahq/cognia-mcp

End-to-end encrypted memory for Claude Desktop, Cursor, Zed, and any MCP-compatible client. BYOK, hybrid search, and action execution against your Cognia workspace.

Version check not run yet

Memory and context npm Local 8 a week MIT
@commanderzero/devmemory io.github.yuguda999/devmemory-npm

DevMemory — persistent, cross-tool coding memory for AI agents (MCP client + CLI).

Version check not run yet

Memory and context npm Local 8 a week MIT
@gonrocca/cortexmem io.github.gonzalonicolasr/cortexmem

Cortex - local-first persistent memory for AI coding agents (MCP server + HTTP API, SQLite, hybrid FTS5 + local embeddings)

Version check not run yet

Coding agent tools npm Local 8 a week MIT
@inite/brain-mcp io.github.inite-ai/inite-brain-service-brain-mcp

First-party stdio MCP connector for the INITE Brain service. Lets stdio-only harnesses that can't attach auth headers (e.g. openclaw, Goose 1.x) use brain as long-term memory by transparently proxying

Version check not run yet

Memory and context npm Local 8 a week AGPL-3.0-OR-LATER
@kinqs/brainrouter-cli io.github.kinqsradiollc/brainrouter-brainrouter-cli

Memory-native terminal coding agent. Talks to the BrainRouter MCP cognitive engine for recall, skills, capture, persona, focus scenes, and contradiction tracking.

Version check not run yet

Memory and context npm Local 8 a week MIT
@mocaos/cortex-mcp io.github.mocaos/cortex-skills-mcp-server

MCP server for the Cortex knowledge base — search, unified ask (chat/deep research) with conversation threads, documents, knowledge graph, collections, uploads.

Version check not run yet

Docs and knowledge bases npm Local 8 a week APACHE-2.0
@netzi/recall io.github.netzitech/recall-code

MCP server for project-scoped, self-curated memory with hybrid search (BM25 + sqlite-vec).

Version check not run yet

Memory and context npm Local 8 a week MIT
@raffahr/mega-brain-mcp io.github.raffahr/mega-brain-mcp

Evidence-aware MCP orchestration for AgentMemory, Code Review Graph, and Git

Version check not run yet

Memory and context npm Local 8 a week APACHE-2.0
@tools-for-agents/cortex io.github.tools-for-agents/cortex

An Obsidian-compatible second brain: a wikilinked markdown vault and knowledge graph.

Version check not run yet

Docs and knowledge bases npm Local 8 a week MIT
@vncsleal/quillby io.github.vncsleal/quillby-mcp

MCP server for multi-client content operations: brand voice memory, daily research briefs, and drafts. Agent-first, no server-side LLM.

Version check not run yet

Design and media npm Local 8 a week MIT
agents-memory-sidecar io.github.zenbordercom/agents-memory-sidecar

Local-first shared memory sidecar for MCP-capable AI agents.

Version check not run yet

Memory and context npm Local 8 a week APACHE-2.0
blindcache-mcp io.github.nikshepsvn/blindcache-blindcache-mcp

MCP server for BlindCache — encrypted, portable AI memory backed by Nillion's Blind Computer. Drops into Claude Code, Cursor, any MCP-compatible client.

Version check not run yet

Memory and context npm Local 8 a week APACHE-2.0
blueprint-mcp io.github.engincankaya/blueprint

MCP server for architecture-aware Blueprint memory using Tree-sitter

Version check not run yet

Developer tools npm Local 8 a week MIT
checkmcp io.github.gregkozakiewicz/checkmcp

Testing for MCP servers: an in-memory harness and matchers for your own tests, and npx checkmcp, one command that checks any server against the spec.

Version check not run yet

Developer tools npm Local 8 a week MIT
context-gatekeeper io.github.shuimo233/context-gatekeeper

MCP context management with intelligent constraint detection. AutoSkill-style extraction, MemGate-style recall, MPR-style dual-mode execution. Universal install for Cursor / Claude Desktop / Claude Co

Version check not run yet

Memory and context npm Local 8 a week MIT
fixmemory io.github.xixi-box/fixmemory

Verified debugging memory for coding agents, exposed through MCP.

Version check not run yet

Coding agent tools npm Local 8 a week MIT
knol-local io.github.aiknol/knol-local

Lightweight local memory layer for AI assistants — MCP server + HTTP API + CLI, backed by SQLite + FTS5. Works with Claude, Cursor, and Codex.

Version check not run yet

Memory and context npm Local 8 a week MIT
livmem io.github.huliichuk/living-spatial-memory

A memory for AI agents that learns which facts actually helped, from task outcomes alone.

Version check not run yet

Memory and context npm Local 8 a week APACHE-2.0