Memory & context MCP servers

479 listed servers in Productivity & notes. Each row shows the automated checks, the secrets asked for and an install command.

No keys needed, every check passed

Sort
How we check servers

Registry data fetched

Memory & context servers 479

MCP servers, Memory & context, newest updates first
Type Secrets Version Actions
★ 10 ai.agentplaybooks/agentplaybooks

Vendor-neutral home for portable agents: skills, MCP tools, memory, canvas, and secret proxy.

3/3All passed52health of 100RemoteHostedNoneno keys asked0.8.0
io.github.ScienceWerx-Inc/brico

Find features you built in other projects, see how they fit this one, and reuse them.

6/71 warning52health of 100npmRuns locally1secret asked0.2.0
★ 1 io.github.make0-official/brain-oss

One shared, versioned memory for Claude Code, Cursor, Codex and every MCP agent. Local and offline.

7/7All passed57health of 100npmRuns locally1secret asked0.1.2
io.github.awalhadi/repocanon

Verified AGENTS.md and project memory for AI coding agents: context packs and freshness checks

7/7All passed64health of 100npmRuns locallyNoneno keys asked0.7.0
★ 10 io.github.goyohan0611-png/turnbook

Local long-term memory shared by all your AI agents, kept word for word on your own PC.

6/71 warning56health of 100PyPIRuns locallyNoneno keys asked0.9.47
com.mathismeadows/roamer-mcp

Hosted MCP server and Agent Skills for specs, engineering threads, and project memory.

3/3All passed49health of 100RemoteHostedNoneno keys asked2.0.1
★ 13 io.github.engram-app/engram

Shared memory for Claude, ChatGPT and any MCP client. Read and edit it in Obsidian or the web app.

3/3All passed65health of 100RemoteHostedNoneno keys asked0.67.0
io.github.bcmyguest/openmem

Memory interface for coding agents — stable memory_* tools over Hindsight, mem0, or Cognee.

7/7All passed52health of 100npmRuns locallyNoneno keys asked0.6.3
ai.giljo/hq

Context engineering for AI coding agents: product context, project missions, and 360 memory.

3/3All passed50health of 100RemoteHostedNoneno keys asked2.11.0
★ 12 io.github.everest-an/awareness-local

Local-first persistent memory for AI coding agents - 96.0% R@5 on LongMemEval, zero LLM calls.

5/72 warnings59health of 100npmRuns locallyNoneno keys asked0.21.1
★ 2 io.github.GhostPawJS/codex

Local belief and memory engine with evidence, certainty, and honest revision history.

5/72 warnings49health of 100npmRuns locallyNoneno keys asked0.6.0
★ 18 com.soflution/memorypilot

Long-term memory for AI agents: fast recall, project brains and skills, local, in one binary.

3/41 warning50health of 100MCPBRuns locallyNoneno keys asked4.11.0
io.github.PCBZ/polymnemo

Shared cross-LLM long-term memory over MCP: semantic recall, sessions, and media (pgvector).

3/3All passed58health of 100RemoteHostedNoneno keys asked1.5.0
★ 8 io.github.mohamed-ashraf-elsaed/aletheia-mem

A free, local memory and rules hub for AI coding tools, served over MCP.

7/7All passed60health of 100npmRuns locallyNoneno keys asked0.1.4
★ 1 io.semurg/agent-memory

Self-hosted memory for AI agents over MCP: knowledge graph, vectors, graph RAG, cited answers.

6/71 warning50health of 100PyPIRuns locally1secret asked11.134.20261027
★ 43 io.github.inite-ai/inite-brain-service

Long-term memory for AI agents: a bitemporal knowledge graph with cited answers.

4/4All passed59health of 100RemoteHostedNoneno keys asked2.5.1
★ 1 io.github.SAIHM-Admin/saihm-mcp-server-pro

Free-to-start portable memory for AI agents: encrypted, shareable, provably erased. Join SAIHM.

7/81 warning51health of 100npmRuns locally3secrets asked0.14.3
io.github.lbailey94/whitemagic-mcp

Governed local-first memory and continuity for AI agents — signed receipts, optional hosted lane.

8/8All passed54health of 100npmLocal or hostedNoneno keys asked10.6.1
★ 81 io.github.adelinamart/robrain

Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach.

5/72 warnings63health of 100npmRuns locally1secret asked2.5.0
★ 14 io.github.camgitt/memoir

Persistent memory for AI coding tools via MCP. Remembers across sessions and machines.

6/71 warning65health of 100npmRuns locallyNoneno keys asked3.17.6
★ 3 io.github.balaianu/cogz

Local-first engineering cognition for AI coding agents — persistent memory over your codebase.

4/4All passed48health of 100DockerRuns locallyNoneno keys asked0.6.6
fit.memory/memory-fit

Your training, sleep, recovery and fuel for the AI you use: it reads your week and plans the next.

3/3All passed45health of 100RemoteHostedNoneno keys asked1.0.0
★ 3 io.github.vishnu-77/openreflex

Optional diagnostics MCP server for OpenReflex's ambient project muscle memory.

7/7All passed65health of 100PyPIRuns locallyNoneno keys asked0.10.1
★ 12 io.github.n24q02m/mnemo

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

7/7All passed74health of 100PyPIRuns locally1secret asked2.21.0
com.aiakiv/memory

Shared long-term memory for AI agents: save and recall context as a searchable knowledge graph.

3/3All passed43health of 100RemoteHostedNoneno keys asked1.0.2
io.github.jee1/memento-mcp-server

Agent memory MCP server with 4-type cognitive memory, hybrid search, and TTL-based forgetting.

6/71 warning58health of 100npmRuns locallyNoneno keys asked2.3.3
★ 8 io.github.SunflowersLwtech/covate

Learning sidebar for AI coding assistants: quizzes on your changes, debug memory, term explanations

4/4All passed51health of 100DockerRuns locallyNoneno keys asked1.2.0
io.github.MinniAI-com/minnimemory

Curated, on-demand memory for AI coding agents. Cuts Claude Code token cost per session.

7/7All passed53health of 100npmRuns locallyNoneno keys asked1.4.1
★ 7 io.github.Stari-am/griasa

Local-first Mac meeting memory: open promises, people, next-meeting briefs. Read-only.

5/61 warning57health of 100MCPBRuns locallyNoneno keys asked1.0.22
★ 1 io.github.leidarljos/ljos

Local memory, a work tracker and a shell-command guard shared by coding agents on one machine.

3/41 warning41health of 100CargoRuns locallyNoneno keys asked0.34.1
io.github.Apollo-lwx/rsi-boot

Repo-bound memory and self-improving harness for AI coding agents — zero API keys.

7/7All passed63health of 100PyPIRuns locallyNoneno keys asked0.1.6
★ 4 io.github.swisspra/On_Board

Cross-platform shared memory and ticket coordination for AI agents across MCP clients.

7/7All passed62health of 100PyPIRuns locallyNoneno keys asked4.2.0
★ 3 io.github.SeKondBrainAILabs/kemory

Persistent memory for AI agents: connects MCP clients to your Kemory memory vault

7/7All passed55health of 100npmRuns locally1secret asked0.19.0
io.github.andylang598/tephra

Shared memory for your AI tools: top-5 recall 98.9% on answerable LongMemEval-S questions. Premium.

3/3All passed43health of 100RemoteHostedNoneno keys asked1.0.2
io.github.sslugic/amem

Local, private memory for coding agents: facts, skills and tasks that persist across sessions.

5/72 warnings47health of 100npmRuns locallyNoneno keys asked0.4.3
io.github.Calera-Labs/icx-mcp

Sub-5ms topological 4D associative memory coprocessor for LLMs and multi-agent swarms.

4/4All passed50health of 100RemoteHostedNoneno keys asked1.4.0
★ 2 ai.trags/poppy

Developer memory CLI and MCP server. Remember decisions, preferences, and lessons locally.

7/7All passed65health of 100PyPIRuns locallyNoneno keys asked0.3.6
★ 2 io.github.ragionex/memory-mcp

Persistent memory for AI agents - save once, recall in every session, project and tool.

7/7All passed54health of 100npmRuns locally1secret asked0.6.0
★ 5 io.github.javier-cabezas/cuda4cpu

Compile, run and check CUDA and HIP kernels without a GPU: wrong results, races, memory errors

4/4All passed50health of 100DockerRuns locallyNoneno keys asked0.4.1
★ 2 io.github.ej-technologies/jprofiler-mcp

Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.

7/7All passed57health of 100npmRuns locallyNoneno keys asked16.3.0
★ 2 io.github.vectros-ai/mcp-server

Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.

6/71 warning57health of 100npmRuns locally1secret asked0.18.2
★ 8 io.github.DanceNitra/inspeximus

Self-correcting agent memory: recall, supersede, revert, forget, GDPR erasure, audit receipts.

5/72 warnings51health of 100PyPIRuns locallyNoneno keys asked3.23.1
ai.atlaso/mcp

Atlaso, the AI memory layer: one shared, persistent memory for every AI tool you connect.

3/3All passed43health of 100RemoteHostedNoneno keys asked1.0.2
★ 5 io.github.nworks3d/thor

Local memory for coding agents; a rule with a proof can refuse. Full install with hooks: the repo.

4/4All passed50health of 100DockerRuns locallyNoneno keys asked2.6.2
★ 219 io.github.gowtham0992/link

Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.

6/71 warning69health of 100PyPIRuns locallyNoneno keys asked5.0.0
io.github.thyn-ai/telys

Private on-device memory & retrieval for AI assistants — offline vector + lexical search.

7/7All passed61health of 100PyPIRuns locallyNoneno keys asked0.1.14
★ 1 io.github.ellmos-ai/ellmos-homebase-mcp

Local-first LLM orchestration: memory, knowledge, state, routing, swarm, API discovery, plugins.

7/7All passed62health of 100npmRuns locallyNoneno keys asked0.1.0-alpha.28
★ 2 io.github.Seventhwalllab/anairyspirit

An AI agent's own long-term memory, on your machine. Needs a one-time: npx anairyspirit setup

7/7All passed56health of 100npmRuns locallyNoneno keys asked0.1.438
★ 10 io.github.dahshanlabs/klypix-mcp

Shared project memory for Claude Code, Codex and Cursor: decisions, corrections, overlap warnings.

7/7All passed60health of 100npmRuns locallyNoneno keys asked1.108.1
★ 2 io.github.aligndottech/cli

Cross-tool decision memory for AI coding agents: search your decision graph, check changes over MCP.

6/71 warning63health of 100npmRuns locallyNoneno keys asked0.65.0

Showing 1 to 50 of 479