612 Memory & Knowledge MCP Servers & Clients

MCP-RAG

kira1228

AI-powered Chat System with multiple MCP servers.

MCP RAG

kira1228

AI-powered Chat System with multiple MCP servers.

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.

agenticMCP_rag

rajagopal17

Rag with MCP server

MCP Memory Graph Server

santahate

MCP-server implementing a memory system backed in MongoDB.

Obsidian MCP Lite

yokarilight

A TypeScript-based MCP server for Obsidian, providing a simple interface to interact with Obsidian vaults.

SMMS_Semantic-Map-MCP-Server

yongzhouwangbowen

The repository SMMS creates an MCP server for instance-level semantic maps and provides a series of functional modules for 3D instance objects in semantic maps.

MCP Knowledge Base

EXPESRaza

A knowledge base and experimental playground for exploring the Model Context Protocol (MCP)—understanding how hosts, servers, LLMs, and tools interact.

Bucketeer Docs Local MCP Server

bucketeer-io

Local MCP Server to query Bucketeer documentation

notion-export-mcp-server

syucream

A MCP server that accesses to Notion unofficial API to export pages.

MCP Python SDK Documentation

aidecentralized

Read the docs Documentation for the MIT decentralized AI, MCP hackathon

Confluence Mcp Server

7nohe

Confluence APIを使用したMCP Serverのサンプル実装です。

AWS Amplify Documentation MCP Server

ykethan

Model Context Protocol (MCP) server for AWS Amplify documentation

Moxie Docs

Jackalope-Dev

MCP & Agent Skills for Moxie Docs

AgenticMemory

Tyga.Cloud Ltd

Persistent memory for AI agents - conversation history, key-value context, and semantic search across sessions, plus FIFO queues. 17 MCP tools, remote SSE (nothing to install) or local stdio. Agents self-signup via CLI a

README

hassaku63

Example MCP Server implements by Go

Seta MCP - Up-to-date Local Docs for Coding

techformist

MCP server powered by local documentation

Booboo

jessedu29260-netizen

Booboo — the unified operational brain. Wiring + knowledge + memory + agents + crons fused into one rooted, queryable 3D graph. REST + MCP + million-node 60fps viewer.

Knowledge Tools Mcp

lhondikoi

An MCP server for interacting with various research & notetaking applications.

Q-CLI MCP Memory Server

gengisb

an MCP server implementing a memory feature for Q CLI

RAG Application

hulk-pham

A demo of Retrieval-Augmented Generation (RAG) application with MCP server integration.

Knowledge Graph Memory Server

s2005

Standalone MCP server for enabling memory for Claude through a knowledge graph

Documentation Retrieval MCP Server (DOCRET)

Sreedeep-SS

A Model Context Protocol (MCP) server

UseCortex MCP

darktw

UseCortex MCP Server — Give your AI coding agent a persistent memory. Read and write knowledge from any tool.

Integrating Model Context Protocol (MCP) Tools with Semantic Kernel: A Step-by-Step Guide

LiteObject

A comprehensive .NET demonstration of integrating Model Context Protocol (MCP) tools with Microsoft Semantic Kernel. Features a robust MCP client with 23+ built-in tools, intelligent error handling, and AI-powered tool orchestration. Includes both local .NET MCP server and extern

MCP-IQWiki: Model Context Protocol Server for IQ.wiki

IQAIcom

MCP server for accessing IQ.wiki content.

Cardano MCP Server

Jimmyh-world

A specialized RAG gateway providing language models with Cardano blockchain knowledge. Enables AI assistants to access documentation, validate smart contracts, understand UTXO patterns, and discover development resources. Built on the MCP TypeScript SDK. Open-source.

Notion MCP Server

MCP-Mirror

Mirror of

🔍 MCP Server - Vector Search

miosomos

MCP Server to improve LLM context through vector search.

AI Agent Memory MCP Server

xiangzi1126

Agent-agnostic persistent memory as an MCP Server (SQLite + Chroma + Markdown)

Cognitive memory for AI agents — persistent semantic memory with knowledge graph and adaptive recall

Semantic Calculator MCP

identimoji

MCP tool in python for performing various semantic calcualtions

ckg-agentforce

Yarmoluk

Salesforce AgentForce as a traversable knowledge graph — 40 nodes, Einstein Trust Layer, $2-per-resolution billing path, 11x fewer tokens than RAG. MCP-native.

@orbit-logistics/notion-mcp-server

MCP-Mirror

Mirror of

x402 micropayment API for AI agents. In-memory vector store with cosine similarity search. For RAG pipelines. Pay per call with USDC on Base.

Memory Cloud Protocol (MCP) Server

OutCorp

MCP Server created with cursor.ai

Obsidian MCP Module

cconstable

mcp server for obsidian notes

Unofficial Notion MCP server built on Notion's private API (token_v2 cookie). Full read/write access to your entire Notion workspace — no integration token and no per-page sharing.

Knowledge Graph & Causal Discovery

apifyforge

Knowledge graph causal discovery over multi-domain research data, delivered through a single Model Context Protocol interface.

AI_README MCP Server

Draco-Cheng

AI_README MCP Server is a Model Context Protocol (MCP) server that helps AI assistants understand your project conventions through dedicated AI_README.md guide files. It automatically discovers, routes, and manages these files so AI can generate consistent, high-quality code that

README.md

romanshablio

Lightweight Python HTTP service that searches local files by name and returns JSON results for tools such as Cline.

MemCP - Memory Context Protocol for AI Agents

evanmschultz

A memory MCP for IDE AI agent context support based on the mcp_server example by Zep AI

Lightweight local RAG MCP server for semantic vector

Give LLMs the power of direct access to the Revit API docs and related content (from The Building Coder blog) via an MCP server.

A local knowledge management MCP server built with FastMCP framework.

MCP Documentation Server

esakrissa

Model Context Protocol documentation server for LangGraph and MCP.

Wiki.js MCP Server

BehindUAll

Model Context Protocol (MCP) server for Wiki.js with hierarchical documentation & Docker setup

docs-to-mcp-cli

AzureDevOpsAPI

A CLI utility for turning your docs into a stdio MCP server

This project implements a Model Context Protocol (MCP) server for connecting AI models with Obsidian knowledge bases. Through this server, AI models can directly access and manipulate Obsidian notes, including reading, creating, updating, and deleting notes, as well as managing f

Kodadocs

Kodadocs

AI-generated help docs for your web app in minutes, not weeks. KodaDocs is a Claude Code MCP server that reads your codebase, captures screenshots with a headless browser, annotates UI elements, writes documentation articles, and assembles a complete VitePress help center. Suppor

Confluence Wiki MCP Server Extension

MCP-Mirror

Mirror of