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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

Payman AI Documentation MCP Server

MCP-Mirror

Mirror of

Memory & Knowledge
NI

Notebook Intelligence

notebook-intelligence

Memory & Knowledge

Wiki.js MCP Server

BehindUAll

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

Memory & Knowledge

Project Memory MCP

PyneSys

An MCP server that enables AI agents to persistently store and retrieve project information from a memory file.

Memory & Knowledge

note-mcp-server

NaotoCoding

Note用の簡易的なMCPサーバー

Memory & Knowledge

ThemeParks.wiki API MCP Server

habuma

ThemeParks.wiki API MCP Server

Memory & Knowledge

Logseq MCP Server

calvincchan

Memory & Knowledge

프롬프트 기반 노션 MCP 클라이언트

cltechco-rag

Memory & Knowledge

Flowmusicai Mcp Server

rocnubie

Flow Music AI (flowmusicai.app) is a browser-based AI song generator that converts a plain-text description into a fully produced, mixed track in roughly 80 seconds. You type a one-line brief, optionally choose genre tags and a vocal mode, paste your own lyrics or let the built-i

Memory & Knowledge

Knowledge MCP Server

scitara-cto

Memory & Knowledge
A

AgenticMind

Moai-Team-LLC

Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per answer, and a judge-gated loop that promotes validated knowledge. Zero-key local embeddings (bge-m3), hybrid vector + BM25 retr

Memory & Knowledge

README

yoshichiba

rails-mcp-server Gemのデモアプリです。

Memory & Knowledge

gitbook-mcp

orbrx

MCP server for GitBook

Memory & Knowledge
DM

Dejaview Mcp

JakeC77

DejaView is a persistent knowledge graph memory layer for AI agents. It gives every MCP-compatible AI host shared, queryable memory of people, projects, decisions, and relationships — stored in a graph that grows smarter over time.

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

Sgraal Memory Governance

sgraal-ai

Deterministic pre-action verdict gate for agent memory — USE/WARN/ASK/BLOCK before an agent acts on a stored memory. Governs your existing store, doesn't replace it.

Memory & Knowledge

MCP Documentation Server

droidnext

mcp_dev_docs_server

Memory & Knowledge

Documentation MCP Server

BTonny

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 Knowledge Base Assistant

kofiadom

An intro to MCP: an MCP server with a knowledge base tool containerized with Docker and connected to a client-side python application using SSE

Memory & Knowledge

Notion MCP Server

MCP-Mirror

Mirror of

Memory & Knowledge

Wikimint

greenmtnsun

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

Memory & Knowledge

Claude Desktop Notion MCP Server

tkc

Notion MCP Server

Memory & Knowledge

zmem MCP Memory Server

meetdhanani17

Global MCP server that manage all the project data,

Memory & Knowledge

Stateless Agent Memory Engine (SAME)

sgx-labs

Memory with integrity for AI coding agents. SAME tracks provenance, flags stale knowledge, and surfaces contradictions; so your AI trusts what's current, not what's outdated.

Memory & Knowledge

Memory Cloud Protocol (MCP) Server

OutCorp

MCP Server created with cursor.ai

Memory & Knowledge

Hjarni

hjarni

Give your AI long-term memory. Hjarni is a note-taking app with a built-in MCP server. Claude and ChatGPT can search, read, create, and organize your notes. Markdown, folders, tags, and custom AI instructions per folder.

Memory & Knowledge

mcp-server-with-semantic-kernel

cnrishiraj

Building Semantic Kernel Agents with Model Context Protocol (MCP) Plugins in Python

Memory & Knowledge
DL

DevRag - Lightweight Local RAG MCP Server

tomohiro-owada

Lightweight local RAG MCP server for semantic vector

Memory & Knowledge

Category-based Memory Server

mkusaka

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

Mcp_server_memory

yangsenessa

MCP demp

Memory & Knowledge
RA

Revit API MCP

kaitpw

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

Memory & Knowledge

notes-mcp-server

coilybits

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

AI Sticky Notes MCP Server

crman

Memory & Knowledge

Note Manager MCP Server for Claude Desktop

ximanta

MCP Server for a note management application that integrates with Agents with MCP client integration - Tested with Claude Desktop

Memory & Knowledge

Memory_mcp_server_go

h4ck4life

Memory & Knowledge
NP

Npm Package Docs

meanands

A Model Context Protocol (MCP) server that provides up-to-date documentation for npm packages directly in your IDE. This tool fetches the latest README documentation from either the package's GitHub repository or the README bundled with the npm package itself.

Memory & Knowledge
NP

Notion Private API MCP

kirvigen

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.

Memory & Knowledge

Mcp Client Typescript

anasyakubu

The MCP Docs Server is a Node.js implementation of a Model Context Protocol (MCP) server that provides a powerful tool to search and retrieve up-to-date documentation snippets from popular AI/ML libraries. It leverages the Serper API to perform Google searches restricted to speci

Memory & Knowledge

Verified Knowledge Base for AI Agents — No More Hallucinations

swisstruthorg

Verified knowledge base for AI agents via MCP — certified facts with source references, confidence scores, and SHA256 integrity hashes

Memory & Knowledge

Wikipedia MCP Server

simakovvv

Memory & Knowledge

MCP Obsidian Kotlin

ue-sho

Memory & Knowledge
TM

Torna Mcp

chenqi146

MCP server that bridges Torna API documentation system with AI assistants (Cursor, Claude Desktop, etc.). Query, search, and explore your Torna API docs through natural language.

Memory & Knowledge

MCP Server for Node.js API Documentation

snyk-labs

MCP Server for the Node.js API documentation

Memory & Knowledge

Oboyu (覚ゆ)

sonesuke

Self-hosted MCP Japanese text indexing & search—chunking+embeddings with BM25×vector rerank

Memory & Knowledge

OpenClaw Memory Health

ladyiceberg

External QA layer for OpenClaw memory — diagnose, guard, and remediate your agent's memory.

Memory & Knowledge
L—

Lithtrix — Memory Consolidation for AI Agents

lithtrix

Memory Consolidation across vendors, owners, and time. Lithtrix gives AI agents persistent memory, credibility-scored web search, browser fetch, and a shared Commons pool — all under a stable ltx_ key that survives tool switches, session resets, and orchestrator changes. Self-reg

Memory & Knowledge

MCP Confluence 服务

enjoyzl

Memory & Knowledge

Notion MCP Server

mikeysrecipes

Memory & Knowledge

Cursor Memory MCP

zjmwqx

The Cursor Memory MCP Server provides a powerful tool to assist in coding with cursor, enpower cursor to operate with memory, make coding taste much more dilicious

Memory & Knowledge

Notion MCP Server

nanahiryu

Memory & Knowledge

Forge

VoxellInc

Forge is Voxell's hosted text-embedding API. This MCP server exposes two tools — embed (turn text into vectors) and list_models — so any MCP-compatible agent can generate embeddings for semantic search, RAG, clustering, and dedup.

Memory & Knowledge
JM

Jarvis memory

chatmcp

i will store his data here

Memory & Knowledge

Library Docs MCP Server

vikramdse

Library docs MCP server

Memory & Knowledge

MCP Server for Documentation Search

deepmihir

Memory & Knowledge
GM

Gitbook MCP

rickysullivan

The GitBook MCP server enables programmatic access to GitBook Organizations, Spaces, Collections, and Content through a standardized MCP interface. It provides 12 tools for content operations and 6 AI-powered prompts for documentation workflows.

Memory & Knowledge
MM

MyAITwin MCP

LutoLabs

Personal knowledge twin with semantic search. Store voice notes, documents, URLs, principles, and skills from any AI chat, then retrieve them with inline provenance citations. Hosted, multi-tenant, with per-user bearer-token auth and full data isolation.

Memory & Knowledge
EE

EMMS - Enhanced Memory Management System

supermaxlol

Cognitive memory system for AI agents with 129 MCP tools. Persistent hierarchical memory, emotional recall, knowledge graphs, spreading activation, hybrid retrieval (BM25+RRF), metacognition, goal tracking, spaced repetition, dream consolidation, and more.

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.