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MCP Servers

Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.

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Memory & Knowledge

AD

AppSumo Docs MCP

5h0ov

Memory & Knowledge

Docs Fetch MCP Server

wolfyy970

MCP server for fetching web page content with recursive exploration capability

Memory & Knowledge

OBSIDIAN-MCP-SERVER

zerogon1203

Memory & Knowledge

🧠 MCP Wiki Reader

Ayesha0300

Memory & Knowledge
KD

Keycloak Documentation

chenhunghan

MCP sever for fetching latest Keyclaok documentation in LLM friendly format

Memory & Knowledge
AI

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

gelutjari

About

Memory & Knowledge

optimized-memory-mcp-server

AgentWong

Memory & Knowledge

Frinus

frinus-ai

MCP server that exposes 70 tools spanning cognitive memory, working memory, sessions, agents, the L0–L3 knowledge hierarchy, orchestration tasks, and training pipelines. The server speaks stdio and is consumed by Claude Desktop, Claude Code, OpenCodex, and any MCP-aware client.

Memory & Knowledge

Payman AI Documentation MCP Server

MCP-Mirror

Mirror of

Memory & Knowledge

open.zhenhua.com

DerekZhenhua

Note for Go.

Memory & Knowledge

Memra

usememra

Memra MCP server — persistent memory for AI agents. EU-hosted, privacy-first, sub-100ms hybrid recall.

Memory & Knowledge

Lipsky Memory MCP

Lipdog

Multi-project memory MCP - A Model Context Protocol server for managing project memory and context

Memory & Knowledge

IaC Memory MCP Server

MCP-Mirror

Mirror of

Memory & Knowledge

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

Memory & Knowledge

AI Sticky Notes MCP Server

crman

Memory & Knowledge

MCP Server Setup Documentation

mounirelbakkali1

an mcp server serving tools to manage AWS account

Memory & Knowledge

kbg-viewer

ocasazza

A custom Vue.js component for visualizing knowledge base graphs generated from MCP memory servers.

Memory & Knowledge

MCP Docs

Omedia

Guides, examples, and resources for working with Drupal and the MCP server.

Memory & Knowledge

Meeting BaaS API Documentation Server

Meeting-Baas

An MCP server to deliver context to the MeetingBaaS chat

Memory & Knowledge

프롬프트 기반 노션 MCP 클라이언트

cltechco-rag

Memory & Knowledge
AK

Arcology Knowledge Node

YourLifewithAI

Read-only MCP server for AI agents to explore an 8-domain collaborative engineering knowledge base. Covers the design of Arcology One — a speculative mile-high city for 10 million people. 32 entries spanning structural engineering, energy systems, environmental systems, mechanica

Memory & Knowledge

Clever Cloud Documentation MCP server

MCP-Mirror

Mirror of

Memory & Knowledge

Obsidian MCP Module

cconstable

mcp server for obsidian notes

Memory & Knowledge

Mvp MCP Server_MD Notes

AlekOmOm

Memory & Knowledge
JM

Jean Memory

jonathan-politzki

Premium, consistent memory and long-term storage across AI applications. Remote MCP server.

Memory & Knowledge

Memorious MCP

cedricvidal

Memorious-MCP is a minimal Model Context Protocol (MCP) server that provides a persistent key-value memory store with vector-similarity lookup using ChromaDB.

Memory & Knowledge

MCP Server README

RainbollD

Memory & Knowledge
SS

Skill Seekers

yusufkaraaslan

Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools for scraping, packaging, and exporting to vector databases. Supports 16+ LLM platforms.

Memory & Knowledge

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.

Memory & Knowledge

TubExperto

jupediaz

Personal YouTube AI knowledge base powered by RAG. Query your subscribed channels.

Memory & Knowledge

📘 MCP Server Documentation

H1manshu01

Memory & Knowledge
MS

Mcp Server Ragdocs

sanderkooger

An MCP server that provides tools for retrieving and processing documentation through vector search, both locally or hosted. Enabling AI assistants to augment their responses with relevant documentation context.

Memory & Knowledge

Notion_mcp_server

grainne-b

Memory & Knowledge

read-docs-mcp

ZebraRoy

A mcp server that read a git repository docs

Memory & Knowledge

zmem MCP Memory Server

meetdhanani17

Global MCP server that manage all the project data,

Memory & Knowledge

Xml Comparison Mcp Server

ravikalla

High-performance XML file comparison with semantic analysis capabilities. Features StAX streaming parser for memory-efficient processing of large XML files (60MB+ tested), order-agnostic semantic comparison, and multiple output formats (text, JSON, Excel). Includes 5 MCP tools fo

Memory & Knowledge

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

Memory & Knowledge

MCP Docs Server (TypeScript)

lefrog-dont-code

Memory & Knowledge

gitbook-mcp

orbrx

MCP server for GitBook

Memory & Knowledge

Notion MCP Server

MCP-Mirror

Mirror of

Memory & Knowledge
P—

Prismer — Memory, Messaging & Evolution For Ai Agents

Prismer-AI

Give AI agents persistent memory, real-time messaging, and knowledge evolution. 23 tools for context loading, agent messaging, memory, evolution, tasks, and skills. Self-hostable with docker compose.

Memory & Knowledge

Osmp (octid Semantic Mesh Protocol)

Octid-io

Agentic AI instruction encoding. 86.8% smaller than JSON. Inference-free decode by table lookup. 342 opcodes, 26 namespaces, three conformant SDKs. Confirmed over LoRa mesh radio. Apache 2.0 with express patent grant.

Memory & Knowledge

Python notebook

UsamaK98

A lightweight python notebook mcp server that allows AI agents and other MCP clients to interact with python notebook files seamlessly.

Memory & Knowledge

MCP Confluence 服务

enjoyzl

Memory & Knowledge

LeetCode MCP (Model Context Protocol)

Kishan-N

MCP Server to generate Leetcode Notes

Memory & Knowledge

IaC Memory MCP Server

AgentWong

This is a personal project to see if Claude 3.5 Sonnet can write a moderately complex MCP Server in Python.

Memory & Knowledge

Temp Notes MCP Server

landicefu

Memory & Knowledge

ragflow-knowledge-mcp-server

lumerix7

A simple MCP server of knowledge base for RAGFlow.

Memory & Knowledge

Blue Prince Architect Notes (MCP Server)

myungbeans

MCP Server for local notes while playing through Blue Prince

Memory & Knowledge
M

ModelBrain

ModelBrain

Local memory for AI assistants with remember, recall, forget and expand operations backed by the installed desktop application.

Memory & Knowledge
VM

Vector Memory Mcp Server

Xsaven

Vector Memory MCP Server

Memory & Knowledge
E

Engram

tstockham96

Universal memory layer for AI agents. Semantic recall, automatic consolidation, and bi-temporal knowledge — in SQLite. 80% on LOCOMO benchmark using 96% fewer tokens.

Memory & Knowledge

Clever Cloud Documentation MCP server

LostInBrittany

This MCP demo Server based on FastMCP, exposes Clever Cloud's Documentation

Memory & Knowledge

Claude Desktop Notion MCP Server

tkc

Notion MCP Server

Memory & Knowledge

Rust Docs MCP Server

laptou

Memory & Knowledge

📚 Wiki MCP Server

albertshao

Memory & Knowledge

Mnemon — Persistent Layered Memory for AI Agents

nikitacometa

Persistent 4-layer memory (episodic, semantic, procedural, resource) backed by SQLite FTS5. Fact versioning, Snowball stemming (EN+RU), BM25 ranking. Zero-cloud, single-file database. 7 MCP tools.

Memory & Knowledge

🧠 Memory MCP Server - Orchestrator

rashee1997

Your AI Agent's Persistent Brain - A Comprehensive Memory & Task Management System

Memory & Knowledge

📚 Wiki MCP Server

MCP-Mirror

Mirror of

Memory & Knowledge

solana-docs-server MCP Server

MCP-Mirror

Mirror of

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.