MCP Servers

Q

Quipu

scbrown

Local knowledge graph memory for agents. SHACL rules refuse bad facts; SPARQL and time travel.

M

mozg

mozg.sh

Exam-scored knowledge brains your agent searches over MCP, plus a public list of their gaps

S

Smriti Mcp

tejzpr

Smriti is a Model Context Protocol server that provides persistent, graph-based memory for LLM applications. Built on LadybugDB (embedded property graph database), it uses EcphoryRAG-inspired multi-stage retrieval - combining cue extraction, graph traversal, vector similarity

G

Graphmem

sonic182

Shared local memory for coding agents: SQLite, semantic recall, linked entities, code navigation

C

Covate

SunflowersLwtech

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

T

thebrain

yBookoff

MCP server for TheBrain 15: search by meaning, graph traversal and batch writes over the local API

P

Provena Agent Memory

admiralpunk

Self-hosted MCP memory for AI agents: persistent context with evidence-backed claims

A

Aiqbee Brain

AIQBee

AI knowledge graph for architecture, portfolio, and digital strategy management. 25 MCP tools to manage brains, neurons, relationships, neuron types, and access control. OAuth 2.0 authenticated, remote hosted.

G

GenPark Agent State Snapshot & Time-Travel Skill

alphaparkinc

Agent conversation state snapshotting and time-travel rollback engine pruning divergent hallucinatio

G

GenPark RAG Semantic Boundary Chunker

alphaparkinc

Semantic boundary preserving text chunker maintaining markdown headers, code fences, and paragraphs

D

docsift

anishmoncivarghese

Convert a document once, then get back only the passages that answer a question

A

ais

Anode1

Memory for agents and people: exact recall from a plain-text index, by your own keys

A

Apple Notes Mcp

disco-trooper

MCP server for Apple Notes. Semantic search, full CRUD, works with MCP clients.

M

mcp-state-sidecar

askadvaith

MCP State Sidecar: durable state persistence for multi-agent AI workflows

S

slivingdoc

baalimago

Durable context for agents and people: shared notes with Git-style merges, no silent overwrites

S

sovseal-memory

bobybarack

Local-first, zero-knowledge AI memory across Claude, Cursor, and every MCP client. 0 RTT reads

C

Cairn

jasondostal

Persistent memory for agents and humans. Semantic, episodic and frictionless via an automated three tier capture

C

Cogmemai Mcp

hifriendbot

Persistent cognitive memory for Claude Code. Cloud-first MCP server with

E

EnConvert

enconvert.com

Unified web ingestion for AI agents: perceive, discover, search, extract, ingest, watch, convert.

K

KIAgent

localkiagent.com

Your mail, chats and documents indexed into a local SQLite corpus, served to AI clients over MCP

C

Contorium

ContoriumLabs

Runtime Cognitive Cortex for AI coding workflows.

E

entra-news

darrenjrobinson

Search the Entra.news newsletter archive, a weekly digest of Microsoft Entra news

Y

yt-mem-ai

dasein108

Local YouTube memory: transcribe, embed and search videos, with summaries and highlights

D

DocBase MCP Server

f440

MCP Server implementation for DocBase.

D

Docs Fetch MCP Server

wolfyy970

MCP server for fetching web page content with recursive exploration capability.

P

PipeCD Docs MCP Server

pipe-cd

A local MCP server for searching official PipeCD docs

G

gctrl

GCTRL-TECH

Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.

M

MarsNMe

Marsmanleo

Agent-agnostic memory backend that preserves continuity between humans and AI over time

K

Kibela MCP Server

kiwamizamurai

MCP server implementation for Kibela API integration

M

MCP Memory with Redis Graph

samwang0723

MCP Server for long term memory graph.

📚

📚 MCP Notes

markacianfrani

An MCP server for making notes

M

MCP Notes Server

truaxki

A Model Context Protocol (MCP) server implementation providing persistent note management created with Python SDK.

M

MCP Obsidian Docker

kmackett

Dockerized version of MCP Obsidian server for Obsidian Local REST API integration.

M

MidOS - MCP Community Library

MidOSresearch

Curated knowledge for AI agents: 19K chunks, 121 skills, semantic search via MCP

M

MidOS - MCP Community Library

MidOSresearch

Curated knowledge API for AI agents: skill packs, semantic search, validated patterns

M

Mindswap

ShipOrBleed

A local-first AI context and memory server for cross-tool coding continuity. MindSwap helps coding agents and developers persist project context, search prior decisions, manage structured memory, resume work across sessions, and keep MCP-compatible tools aligned through one shared interface

A

Aletheia

mohamed-ashraf-elsaed

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

O

open-zk-kb

mrosnerr

Shared, persistent memory for AI assistants, built on the Zettelkasten method.

M

Myco Brain

thegoodguysla

Myco Brain is a self-hosted, open-source (Apache-2.0) memory layer and MCP server for AI agents. Cross-session recall with a deterministic write path and source-backed answers (brain_why), on your own Postgres, no API keys to start. 11 brain_* tools; keyless semantic search via l

O

octopus-blackboard

octoryn

Shared memory and coordination for AI coding agents: a blackboard, not an orchestrator

.

.FAF Context

faf.one

.FAF Context — persistent project context for Cursor, VS Code and every MCP-compatible IDE.

A

agentmem

oxgeneral

Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file

M

Mneme

patsa2561-art

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP

R

read-docs-mcp

ZebraRoy

A mcp server that read a git repository docs.

S

Semantic Context Mcp

zishengwu

A Model Context Protocol (MCP) server that leverages a vector database to efficiently index and query the codebase

L

live-memory

shofer-dev

Persistent, read-only codebase memory for Claude Code; ask it instead of re-reading files

S

Snapstate

timbassler88

Persistent state for AI agent workflows. Save, resume, and replay multi-step workflows

MCP adapter for Engram - organizational memory for AI agents

G

Griasa

Stari-am

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

M

MCP Server with FAISS for RAG

ProbonoBonobo

No description yet

M

MIND

theastraway

MIND knowledge-graph memory for agents. 44 tools: CRM, Life, MoneyMIND, Budget, Sheets, Email, Sign

T

Tinderbox MCP Server

phkus

An MCP server for interacting with the knowledge management tool Tinderbox

C

contextatlas

traviswye

Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction

U

Upnote Lens Mcp

AwesomeHye

Let AI read, search, and summarize your UpNote notes — and create new ones — right from your chat

.

.FAF Context

Wolfe-Jam

Dedicated IDE Edition. Persistent project context for Cursor, Windsurf, Cline, VS Code

X

xgmem MCP Memory Server

meetdhanani17

Global MCP server that manages all the project data

A

agent-memory-os

yamantaka520

Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync

Y

yandex-wiki-search-mcp

dlbolshov

MCP server for Yandex Wiki with full-text search. Read and write pages, comments, attachments, and dynamic tables (grids) through 27 tools with typed input/output schemas; optional server-side read-only mode for agents.

Z

zmem MCP Memory Server

meetdhanani17

Global MCP server that manages all the project data

S

Seamless

0spoon

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