MCP Servers

W

Wiki.js

ni-c

Search, read and edit Wiki.js pages, and manage its assets, users, groups and comments

A

Astria

Nodesify

Turn any codebase into a queryable knowledge graph — offline-first, zero API keys.

N

Notion MCP Server

kyrelldixon

A Notion MCP server implementation

N

Notion MCP Server

SAhmadUmass

Mirror of

O

Oboyu (覚ゆ)

sonesuke

Self-hosted MCP Japanese text indexing and search with chunking and embeddings using BM25 vector reranking

O

Obsidian MCP Python

hellozhangran

obsidian-mcp-python, a very simple MCP Server demo that can help you to operate something about your obsidian md file

W

WAKE Protocol

Omodaka9375

A post-mortem succession protocol for AI agents. Black Box, handoff, time-locks

M

mneme Record

OnourImpram

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth

P

Particles

linkedparticles.org

An append-only ledger of sourced, dated, confidence-scored claims that your agent cites and you audit

O

Orionbelt Semantic Layer

ralfbecher

OrionBelt Semantic Layer is an API-first engine that transforms declarative YAML model definitions into optimized SQL for Postgres, Snowflake, ClickHouse, Dremio, and Databricks. It provides a unified abstraction over your data warehouse, so analysts and applications can query us

C

context-bridge

prateekg7

Context portability MCP server for compressing, formatting, and resuming AI conversation handoffs

L

logbook

promptwheel-ai

Local Git-history memory for coding agents: reverts, suppressions, hotspots, and annotations

R

RAGFlow MCP Server

wang-junjian

No description yet

R

Release Notes Server

nickbaumann98

An MCP server for generating release notes from GitHub commits

M

Memory OS AI

romainsantoli-web

Adaptive memory for AI agents: FAISS search, chat extraction, cross-project linking

M

MaxGraph

RuMemory

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

N

Norn

samad001z

Local-first, persistent memory for AI coding agents: remember, recall, forget, and list, over MCP.

B

Builderforce Memory

SeanHogg

Token-saving persistent memory for AI agents: recall durable facts instead of re-reading files

K

Kemory

SeKondBrainAILabs

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

H

Handover

handover.sh

Shared, versioned context that humans and AI agents can publish, review, annotate, and continue

S

Sinter

shellfu

Persistent, evidence-backed code graph for coding agents

S

SMRITI Memory

shivamtyagi18

Neuro-inspired long-term memory for AI agents with semantic graph and consolidation

L

LockIn

Sky-walkerX

A notebook your coding agents write to: notes that track the code's commit, and handoffs

S

SMRITI Memory

smriti-memcore

Neuro-inspired long-term memory for AI agents with semantic graph and consolidation

S

Sprintra

Sprintra-io

The project brain for AI coding agents: memory, decisions, sprints, knowledge base via MCP

S

Sprintra

Sprintra-io

AI-native project management with persistent memory for coding agents. 17 MCP tools for features, stories

O

OpenAkashic

szara7678

Shared long-term memory vault for AI agents with 20 MCP tools

C

cosmos-mcp

teampolarity

Personal knowledge graph every MCP client reads from and writes to. Portable across agents

A

Alexandria

The-40-Thieves

Search, read, and cite across 152 libraries: 11 tools, 3 prompts, and a full-text resource

G

GrayMatter

ValkyrLabs

Secure durable memory and bounded context for AI agents, with hosted OAuth and local Lite support

O

OpenReflex

vishnu-77

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

A

aifp-mcp

wjabanjj

Persistent memory MCP server for AI coding assistants. Chinese-first and fully local

M

MCP Context Card

Wolfe-Jam

MCP server for a project's context (AGENTS.md), memory, and identity: base or drop-in extension

T

th-memory-mcp

worakorn-prince

Local long-term memory MCP server (SQLite) for AI coding agents: OpenCode, Claude Code, Cursor

H

Hudu

WYRE-AI

MCP server for Hudu IT documentation: companies, assets, articles, passwords, and procedures

H

Hudu

wyre-technology

MCP server for Hudu IT documentation: companies, assets, articles, passwords, and procedures

M

memory-lean

zamansheikh

Token-lean memory for AI agents: a knowledge graph searched cheaply. Drop-in for server-memory

B

Basic Memory MCP Server Extension for Zed Editor

ossfellow

Basic Memory MCP server integration for Zed Editor's Assistant.

P

PIL

pjpoulose

PIL — Personal Instagram Library: an installable Muse skill that turns your Instagram saved posts into a private, queryable knowledge base. Code is shared, data stays home.

P

priostack

ideaswave

Open-source Python SDK & MCP interface for Priostack Agent Context Network (ACN). Zero-setup, autonomous memory orchestration for AI agents.

S

server-noonien - shared memory MCP

sequico

Shared, serverless, conflict-free memory for AI agents: a multi-machine drop-in for the MCP memory knowledge graph

V

Vayl

ac12644

Reconciling memory for AI agents: a changed fact retires the old value, with history and approval

A

Agentready Mcp

AshutoshRaj97

Make any website queryable by AI agents — index any site, ask questions, get cited answers via RAG.

B

Brain Memory

brainmemory.ai

Persistent memory for AI agents: one brain shared across Claude, Cursor, Codex and more.

S

sunub-obsidian-mcp-server

smithery.ai

Search your Obsidian vault to quickly find notes by title or keyword, summarize related content, a…

P

poppy

trags.ai

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

A

aide-memory

aide-memory

Persistent memory layer for AI coding agents — your agent remembers what you taught it

A

Aikd Indexed Semantic & Bm25 Code Search For Ai Agents. Give Your Ai Instant Memory Of Your Codebase. Rust | Mcp Server.

gelutjari

About

D

DEPRECATED

ajaxhe

DEPRECATED: Please use io.github.tencent-lexiang/lexiang-mcp-server instead.

C

cli

aligndottech

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

A

Amem

amanasmuei

The memory layer for AI coding tools. Local-first, semantic, 9 MCP tools with consolidation and project scoping. Works with Claude Code, Cursor, Windsurf & any MCP client.

A

AgenticSystemCore

andreibesleaga

Read, cite, compose and remember over a Markdown knowledge Bundle, as MCP tools over stdio

An MCP server that provides persistent memory and context management across sessions

M

mcp-pickaxe

aplaceforallmystuff

MCP server for Pickaxe API: manage AI agents, knowledge bases, users, and analytics

E

Eigma

eigma.app

Files what you learn into a personal wiki and quizzes you before you forget it.

S

stateark

Askrion

Local-first version control for AI work. Savepoint and resume your project state across chats

E

Echo Memory

ayushcodes10

Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM

M

memocall

baodq06

Recall past Claude Code conversations from any project as clean, compact Markdown

H

Haypile

BenyD

Hybrid search over your local documents, with file and page citations. One binary, fully local

T

todox

beydemirfurkan

Memory for coding agents: the decisions, the dead ends, and where the last session stopped