MCP Servers

M

memwright

bolnet

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search

M

memoir

camgitt

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

C

Confluence Communication Server MCP Server

KS-GEN-AI

A test of confluence mcp server

G

Gemini Docs MCP Server

M-Gonzalo

MCP server for retrieving relevant documentation from a knowledge base

A

agent-magnet

helinakdogan

Behavioral memory layer for AI tools. Learns preferences and context across Claude, Cursor, Codex

H

Hypabase

hypabase

Hypergraph database for AI agents. Store n-ary relationships (edges connecting 2+ nodes), track provenance (source and confidence), and query paths — all backed by local

L

Limitless AI MCP Server

ericbuess

MCP server for integrating Limitless AI Pendant recordings with AI assistants

L

Limitless MCP Integration

manueltarouca

A Model Context Protocol server, client and interactive mode for Limitless API

A

Agent Magnet

helinakdogan

Self-learning memory for AI tools. Remembers user preferences and context across Claude, Cursor, and Codex — with multi-parameter forgetting and cross-tool identity

H

hot-memory-mcp

michael-denyer

Two-tier memory: hot cache (0ms) + semantic search. Self-organizing

O

Obsidian MCP Server

Minhao-Zhang

A MCP server backend for Obsidian

G

Global Agent Memory

ozankasikci

Shared, project-aware memory for Claude Code, Codex, and other agents with human review

O

Obsidian Brain

sweir1

Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required

B

brainbox

thebasedcapital

Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves tokens

W

Wikijs Mcp Server

heAdz0r

Model Context Protocol (MCP) server for Wiki.js integration via GraphQL API

W

Windows Crate Docs Search MCP

preludeorg

MCP server that allows searching the Rust windows crate API documentation

L

Longhand

Wynelson94

Lossless local memory for Claude Code. The full, unabbreviated version. Every tool call, every file edit, every thinking block — stored verbatim on your machine. Persistent memory without tokens.

M

mcp-local-rag

damoqiongqiu

Semantic code & doc search with keyword boost. AST code nav, auto HF mirror, local, privacy-first.

H

hunch

davesheffer

Shared records for AI agents: engineering decisions, bug history, rules, and work state through MCP

N

neurakeep

dominiclachance

Local-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools

A

Aura Backend - Advanced AI Companion

angrysky56

The Aura Emotion AI system has chroma with a local embedding model, memvid qr code mp4 infinite memory, brainwave and neurochemical simulations, sociobiological reasoning, autonomous subsystem processing with a Gemini flash model so the main model is less taxed, is a MCP client

E

Engram: AI memory you can edit in Obsidian

engram-app

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

K

Kagura Memory Cloud

kagura-ai

Persistent memory for AI assistants: store, search, and connect knowledge across conversations

D

devdocs-mcp

madhan-g-p

Local DevDocs MCP Server (developer docs with project-specific context awareness)

M

mcp-kibela 🗒️

kj455

MCP server implementation that enables AI assistants to search and reference Kibela content

M

MCP Documentation Search Server

PicardRaphael

FastMCP-powered documentation search engine that provides unified access to multiple framework docs (Next.js, Tailwind, Framer Motion, etc.) with intelligent name resolution and async processing

M

Memento

iAchilles

A local, fully offline MCP memory server using SQLite + FTS5 + sqlite-vec with embedding support

M

MCP Server - My Apple Remembers

baryhuang

A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirements

M

mcp-obsidian

OleksandrKucherenko

MCP Server connected to Obsidian Vault with Local REST API. (re-write it completely with BUN to make it faster and more lightweight)

K

kairn

primeline-ai

Local-first knowledge engine for AI agents: memory, graph, and recall over MCP.

B

Baron Munchausen

shinegang

Local grounded memory for coding agents: MCP over stdio, stdlib only, a verdict per answer

K

Koma Core MCP

swnotmetal

Protected RAG storage: agents discover public metadata, content only by access token

S

Synapse Layer — Trust Infrastructure for AI Agents

SynapseLayer

MCP-native Trust Infrastructure for AI Agents. Persistent encrypted memory with Trust Quotient

S

Synapse Layer — Zero-Knowledge Memory

SynapseLayer

Zero-Knowledge Context™ & Neural Handover™ for AI Agents. The Trust Layer for AI Memory

O

Obsidian Turbocharged

The-40-Thieves

Governed Obsidian vault access: hybrid retrieval, Markdown-native memory, HITL confirmations

V

VectorMCP

sergiobayona

A server implementation for the Model Context Protocol (MCP) in Ruby

C

ContextOS — Powered Exoskeleton for AI Coding

yubinbin32-ops

Context exoskeleton for AI development: reduce token usage and context occupancy

M

mdflow — Context OS for AI Coding Agents

yubinbin32-ops

Context OS for AI coding agents: task-scoped AST context, verified mutation, and rollback

C

claude-find

Cavinooo

Pull Deep Memory from across your Claude Code Sessions when you need it

D

Docsearch Mcp

PatrickKoss

ripgrep for docs but via MCP

A

Awareness Local

everest-an

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

L

LoreConvo

labyrinth-analytics

Local-first persistent session memory for Claude Code and other agents. SQLite + FTS5, no cloud

T

Toon Memory

LuiggiVal08

Offline persistent memory for AI coding agents — 35 tools, 80% fewer calls, no LLM

P

proactive-mcp

madrobotnet

Detects reply deadlines, calendar conflicts, and personal occasions for MCP agents

C

ChromaDB Remote MCP Server

meloncafe

Remote ChromaDB vector database MCP server with streamable HTTP transport

M

mnemo

n24q02m

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

C

Coalent

nisarg-pujara-vectorlink

Fresh, attributed facts from your sources - cached, and invalidated the moment a source changes

O

OCI Documentation MCP Server

jin38324

Model Context Protocol (MCP) server for OCI Documentation

A

anneal-memory

phillipclapham

Two-layer memory for AI agents with an immune system. Zero dependencies

M

memex

STiFLeR7

Temporal engineering context for agents via MCP

S

sqlite-graph-memory

tonydzi

Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite

P

pindoc

var-gg

Code-pinned team memory for AI coding agents: typed artifacts, MCP-native, self-hostable

V

Velocirag

HaseebKhalid1507

Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search

X

XMemo

yonro

Shared, governed long-term memory for AI agents across tools and sessions via MCP and REST

N

Nauro

nauro.ai

Decision system for software built with AI

S

serkan-ozal-driflyte-mcp-server

smithery.ai

Discover available topics and explore up-to-date, topic-tagged web content. Search to surface the…

C

Cathedral — Persistent Memory for AI Agents

AILIFE1

Persistent memory and drift detection for AI agents across session restarts.

A

AitherOS ADK

Aitherium

Agent runtime with typed memory, knowledge and code graphs, plus file and web tools

C

coldstart

AkashGoenka

Codebase memory for AI agents: an AST index plus agent-written notes that self-stale

C

Callosium

callosium

One shared memory for every AI you use, in plain Markdown files you own