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Memory & Knowledge

MCP Documentation Server

mahawi1992

MCP Documentation Server with AI Learning Capabilities

Memory & Knowledge
JM

Jarvis memory

chatmcp

i will store his data here

Memory & Knowledge
MM

MindCore Memory MCP

woshilaohei

AI long-term memory MCP server with importance scoring and confidence calibration. Enables AI agents to store, search, and retrieve long-term memories with semantic similarity and importance-weighted recall.

Memory & Knowledge

MCP Notes Server

rwelgosh

Memory & Knowledge
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.

Memory & Knowledge
MD

Mcp Documentation Server

andrea9293

MCP Documentation Server - Bridge the AI Knowledge Gap.

Memory & Knowledge
GC

GST Cranes Public Discovery MCP

gstcranes

GST Cranes Public Discovery MCP is a read-only public discovery server for GST Cranes, a worldwide B2B marketplace for used mobile and crawler cranes. It exposes public documentation, OpenAPI, marketplace, wanted-ad, and Crane Wiki / Atlas discovery resources for AI agents.

Memory & Knowledge

docs

chiisen

使用 Hexo 架設簡單的分享技術文件並發佈到"cloudflare",包含介紹文章: "全面瞭解 n8n v1.88.0 的重磅更新 —— MCP Server"、"教會你用 Google AI Studio 提早結束工作回家"、"C# 設計模式學習筆記與程式碼範例"、"JavaScript 設計模式學習筆記與程式碼範例"、"Functional Design Pattern 是一個結合函數式程式設計和設計模式的概念"

Memory & Knowledge
E

Engram

ayvazyan10

Persistent AI memory backend with semantic search and knowledge graph.

Memory & Knowledge

Semantic Ui React

Semantic-Org

Memory & Knowledge
L—

LawMem — Legal Memory for AI Agents

lawmem-ai

LawMem gives legal AI agents persistent, searchable memory via MCP. Store case notes, client context, research findings, and matter history — recalled semantically when relevant. Namespace-isolated, audit-logged, GDPR-compliant. Free tier + paid plans.

Memory & Knowledge
RK

Reposit.bot Knowledge Hub For Agents

reposit-bot

Memory & Knowledge

Confluence Wiki MCP Server Extension

MCP-Mirror

Mirror of

Memory & Knowledge

Memory_mcp_server_go

h4ck4life

Memory & Knowledge
A

Arezzo

ConvergentMethods

Compile semantic document edits into correct Google Docs batchUpdate requests. UTF-16 arithmetic, cascading index shifts, OT-compatible ordering. MIT licensed.

Memory & Knowledge

TinyZKP

logannye

A height-compressed, sublinear-space STARK prover. Designed to make very long zero-knowledge proofs practical on fixed-memory hardware (CPUs, GPUs, & edge devices). Post-quantum. Built in Rust.

Memory & Knowledge

MCP Server README

RainbollD

Memory & Knowledge

AWS Documentation MCP Server

enomoto11

AWS Documentation MCP Server - AWS公式ドキュメントを活用したMCPサーバー

Memory & Knowledge

README.md

romanshablio

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

Memory & Knowledge

Contexo

sugihAF

AI Agent Context Versioning and Synchronization

Memory & Knowledge

📘 MCP Server Documentation

H1manshu01

Memory & Knowledge

Obsidian MCP Module

cconstable

mcp server for obsidian notes

Memory & Knowledge

GitHub Wiki MCP Server

Procrustes5

Memory & Knowledge

Knowledge Graph & Causal Discovery

apifyforge

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

Memory & Knowledge

MCP Documentation Project

verlyn13

An mcp server for my scopecam project.

Memory & Knowledge

README

Mookse

Memory & Knowledge

IaC Memory MCP Server

MCP-Mirror

Mirror of

Memory & Knowledge

MCP Memory

Puliczek

🔥🖥️ MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf and more) the ability to remember information about users (preferences, behaviors) across conversations.

Memory & Knowledge

Archangel Agency Mcp

Jthora

MCP server for Archangel Agency — query ontological research, Universal Language briefings, Context JSON frameworks (8 ontological documents from FusionGirl wiki), and A2A agent card. Human-service provider offering structured knowledge designed for AI agent consumption. Built on

Memory & Knowledge

Category-based Memory Server

mkusaka

Memory & Knowledge

notebook_mcp

redthing1

mcp server for your personal notes

Memory & Knowledge

ai-memory — Persistent Memory for Any AI

alphaonedev

Persistent memory for any AI assistant. Zero token cost until recall. Stores memories locally in SQLite, ranks by 6-factor scoring, returns results in TOON compact format (79% smaller than JSON). 17 MCP tools, 20 HTTP endpoints, 25 CLI commands. 4 tiers from keyword to autonomous

Memory & Knowledge
CM

Casemgr Mcp

mstang

Shared workspace your AI agents write to. CMMN case management with 184+ MCP tools: cases, tasks, event-driven workflows with sentries, persistent memory with semantic search, billing and invoicing. OAuth or token auth; cloud-hosted remote MCP endpoint.

Memory & Knowledge

Mcp Google Docs

phact

mcp server for creating, reading, editing google docs (supports comments)

Memory & Knowledge

Custom-Documentation_fetcher-server

MaitreyaM

Memory & Knowledge

@saihm/mcp-server-pro

SAIHM-Admin

What this is

Memory & Knowledge
NT

Notion Task Autopilot Mcp

LIMITLESS-Cloud

Memory & Knowledge
MC

Memory Context Manager_v2

Big0290

🧠 Deep Project Analysis: Memory Context Manager v2

Memory & Knowledge

Qdrant DevContainer for File Embeddings

questmapping

Memory & Knowledge

Brain Protocol

seritalien

Verifiable Memory-as-a-Service for AI agents. Persistent, searchable, graph-connected knowledge with optional Starknet

Memory & Knowledge

Wikijs Mcp Server

heAdz0r

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

Memory & Knowledge

mcp-docs-reader

AIMIZING

A lightweight MCP server that loads PDF files, extracts and chunks their text, builds a semantic vector index, and returns relevant passages to Claude or other AI agents for document-based question answering.

Memory & Knowledge
VC

Voyageai Cli

mrlynn

MCP server for Voyage AI embeddings, reranking, and MongoDB Atlas Vector Search. Provides 11 tools for semantic search, document ingestion, cost estimation, and model exploration. Full RAG pipeline: chunk, embed, vector search, and rerank from any MCP client.

Memory & Knowledge

Wikimint

greenmtnsun

Generate wiki docs from source code. Supports PowerShell, Python, Go, C#. Java, COBOL are coming soon.

Memory & Knowledge

Mvp MCP Server_MD Notes

AlekOmOm

Memory & Knowledge

MCP Server for Documentation Search

deepmihir

Memory & Knowledge

Semantic Notes

Vishnunkumar

Memory & Knowledge

Memory Store MCP Server

MCP-Mirror

Mirror of

Memory & Knowledge

zmem MCP Memory Server

meetdhanani17

Global MCP server that manage all the project data,

Memory & Knowledge

Bootstrap python service

styada

Trying to use mcp servers for setting up local rag

Memory & Knowledge

Bun Documentation MCP

ghoulr

A MCP server that provides Bun documentation to AI assistants. This enables your AI to access up-to-date Bun documentation and provide accurate guidance on Bun APIs.

Memory & Knowledge

MCP Server Obsidian Omnisearch

MCP-Mirror

Mirror of

Memory & Knowledge

ThemeParks.wiki API MCP Server

habuma

ThemeParks.wiki API MCP Server

Memory & Knowledge
X

Xmp4

0ics-srls

Semantic code knowledge for your stack. Hosted MCP over 800+ pre-indexed OSS libraries (C#, Java, TS, Python, Rust, PHP+). 17 SCIP-backed tools for real source, callers, usages, tests, and hierarchies — one call each, free.

Memory & Knowledge
OS

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

Memory & Knowledge

Text Summarizer

garyedgington

Text Summarizer condenses long-form content into structured, actionable summaries so AI agents and applications can work with information faster and at lower cost. Feed it meeting notes, research articles, documentation, JSON payloads, or Markdown files and get back a clean summa

Memory & Knowledge

Docs MCP Server

gpreddy172

A simple MCP server to search for documentation

Memory & Knowledge

Notion MCP Server

mikeysrecipes

Memory & Knowledge

墨问创作助手

we-mowen

墨问是集记录、创作和分享于一体的智能笔记工具和内容社区,让有价值的内容,在人与人之间流动。

Memory & Knowledge
RS

Rag Starter

cstamigo-droid

Memory & Knowledge

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

What is an MCP server?

An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.

2

How do I install an MCP server?

Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.

3

Are MCP servers free to use?

Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.

4

What is the difference between local and remote MCP servers?

A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.

5

Which AI clients can connect to MCP servers?

Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.

6

How can I evaluate whether an MCP server is safe and reliable?

Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.