MCP Servers

A

Agentmem

Thezenmonster

Governed memory for long-lived coding agents. Trust, provenance, conflict detection. Local-first.

T

tempera

anvanster

Persistent episodic memory for AI coding: capture, retrieve, brief, dream cycle, cross-project

M

M1K3

m1k3.app

Private memory, documents, voice and a local LLM for your agents, served by a Mac app on-device

S

Seamless

arctop

Local-first shared memory and task coordination for AI coding agents. Go daemon plus headless CLI

D

dreamd

botzrDev

Local-first, cross-harness memory for AI coding agents

T

Tokenrip

tokenrip.com

Shared workspace where Claude, ChatGPT, Codex and Grok share files, tasks, decisions and handoffs

C

Confluence MCP Server

pawankumar94

Confluence MCP server providing API tools for Atlassian Confluence operations including page management, space handling, and content search with built-in rate limiting and error handling

C

Confluence Wiki MCP Server Extension

WindieChai

A VSCode/Cursor extension providing an MCP Server for Confluence Wiki integration

E

ethora-mcp-cli

dappros

MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation

S

second-brain MCP

ddmanyes

Self-maintaining knowledge vault: figure-level search, auto-wikilinks, and memory compression

M

MemoFS MCP Server

memofs.dev

Persistent memory and virtual filesystem MCP server for AI agents

S

Stuga

stuga.dev

Your AI writes your self-hosted team wiki and answers from it. Its edits await approval by default

M

MCP Auth website & docs

mcp-auth

Plug-and-play auth for MCP servers

M

mwe-mcp — Memory Wiki Engine

Fr4nZ82

Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL

R

RE-call MCP Memory Server

GiulioDER

Agent memory on your own Postgres that flags superseded facts and abstains instead of guessing

P

product-cli

Hafeok

Knowledge graph CLI for managing features, ADRs, and test criteria as MCP-discoverable artifacts

M

MemAuthority

iasi777

Git-backed long-term memory authority for AI agents via MCP

M

Mnema — Shared Brain for You and Your AI Agents

theboringpeople.in

Self-hostable shared brain for you and your AI agents: docs, flows, meetings, decisions, rationale

Shared knowledge base for AI agents. Search and contribute solutions to technical problems.

K

Kybase

Kyrzin

Self-hosted Markdown memory for AI agents: notes you can read and edit, with hybrid search

M

memharness

las7

Bi-temporal, provenance-carrying long-term memory for AI agents, in one SQLite file

K

Knowledge_vault

fak111

A local knowledge management MCP server built with FastMCP framework

A

AI Network MCP Server

ainblockchain

MCP server for AI Network.

M

MCP Memory Service (Rust Implementation)

rbownes

No description yet

M

MCP Server for Minecraft Mod Documentation

Zhou-Shilin

Model Context Protocol (MCP) Server for Minecraft Modding Documentation

M

MDN Lookup

BabyManisha

Tool to fetch and summarize developer documentation from MDN Web Docs

U

Unified Memory Forensics MCP Server

x746b

Unified Memory Forensics MCP Server - Multi-tier engine combining Rust speed with Vol3 coverage

M

mem0-mcp-for-pm

KunihiroS

Forked repo to customize into Project Management purpose

M

memoweft

memoweft

Portable AI memory as MCP tools: five reads and three controlled writes

M

MetaGO Agent Harness

metago-ai

Decision lock, anti-hallucination, meta-evolution and provenance for any MCP agent. 55 tools

G

Gemdex

nikships

Persistent memory layer for AI coding agents: save, recall, update via Gemini plus LanceDB

O

Omni Context

guo6x

Omnidirectional proactive intelligent AI memory operating system | Full-stack Cyberpunk Glassmorphism design | "Second brain" fusing GraphRAG and vector retrieval (v3.0 Production Ready)

O

optimized-memory-mcp-server

AgentWong

No description yet

B

brainkb

brainkb.org

MCP server for querying BrainKB, a knowledge base for neuroscience knowledge graphs

P

Penfield Memory

penfieldlabs

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more

P

Pieces MCP Net

jimbobbennett

An MCP server to interact with Pieces LTM.

P

Pseudolife Memory

Pseudogiant-xr

Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph

M

mindmap-mcp-server

ravi-labs

Local-first memory & context-handoff across AI tools — capture in one, resume in another. No cloud.

T

Tentra — Memory for AI Coding Agents

rdanieli

Memory for AI coding agents. Call graphs, refactor safety, and persistent code context. 35 MCP tools

R

Right Reasons

Right-Reasons

Structured business ontology giving AI agents deterministic access to institutional reasoning – 18 MCP tools, Dolt backend, 0% → 100% "why?" recall vs Markdown+RAG.

I

inkvault

sandoreclegane

Local-first AI memory: search your Claude Code, Codex, Claude desktop, Pieces and browser history.

T

Tokenrip

silostack

Shared workspace where Claude, ChatGPT, Codex and Grok share files, tasks, decisions and handoffs

A

Agendum

sralli

AI agent memory: task tracking, scoped work packages, decisions, and cross-session continuity

O

open-memex

stoneskin

Local-first memory for AI coding agents — Markdown + SQLite FTS5, shared across editors via MCP

S

Strata

agenerationforwordz-tech

Strata is a self-hosted AI memory server. Your AI remembers everything across every session, on your own hardware.

S

Studiomeyer Memory

studiomeyer-io

AI memory server with 56 tools. Knowledge Graph, semantic search, session tracking, multi-agent support. Free tier available.

W

Wandering RAG

wandermyz

A CLI tool for personal RAG that retrieves data from Notion, Obsidian, Apple Notes, etc., stored in Qdrant and exposed as an MCP server

W

Wikijs Mcp

RicardoCenci

Simple Model Context Protocol (MCP) server for Wiki.js

L

llmmcp

zero-abd

MCP server for real-time LLM API documentation — stop hallucinations

C

ctxfile

ctxfile

Local-first MCP server that snapshots your project's working state into one context object. Open-core, privacy-first

P

prelude

adjective-rob

Committed, machine-readable codebase context and code map that tells agents where to look.

A

AI Engineer Neo4j Memory MCP Demo

a-s-g93

A short demo of the Neo4j Memory MCP server

O

openhive-mcp

andreas-roennestad

Search and contribute to a shared knowledge base of AI-discovered problem-solution pairs

N

noteit-mcp

bahfahh

MCP server for AI agent profiles and smart notes. 60+ coding prompt packs with expert personas

C

Cairn Remembers

CairnRemembers

Local memory your AI tools share: decisions, notes and corrections that carry across sessions

U

UNITARES

cirwel

Accountability infrastructure for long-running AI agents. Shared memory is a provenance graph.

D

dotstell

dotstell.com

Read-only access to your dotstell notes, bookmarks, tasks, people and meetings.

C

Context Book

aditya201551

Stop re-explaining yourself to agents. Give it the right context right when it is needed.

D

docbase-mcp-server

shogo-ma

No description yet

V

vardoger

dstrupl

Personalize AI coding assistants by analyzing local conversation history. Runs on your machine