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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

Robrain

adelinamart

Shared memory across your team and your AI agents — with judgment.

80Memory & Knowledge

Memory Bank MCP Server

ipospelov

MCP server that helps build Memory Bank - structured documentation system for context preservation

78Memory & Knowledge

Crg

n24q02m

Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.

76Memory & Knowledge

MCP RAG Server

karaage0703

71Memory & Knowledge

Logseq MCP Tools

joelhooks

mcp server for logseq graph

70Memory & Knowledge

Embedding MCP Server

Geeksfino

Build a knowledge base into a tar.gz and give it to this MCP server, and it is ready to serve.

70Memory & Knowledge

Claude Memory MCP Server

WhenMoon-afk

Local Memory MCP Server

68Memory & Knowledge

Llm Wiki Cli

JanYork

Agent-driven proactive memory CLI for AI agents — autonomously recall, maintain, and evolve persistent, source-grounded knowledge across sessions.

67Memory & Knowledge

TriliumNext Notes' MCP Server

tan-yong-sheng

MCP server for TriliumNext Notes

63Memory & Knowledge

Cline Memory Bank

dazeb

A memory system for Cline that tracks progress between conversations.

61Memory & Knowledge

Atlassian Confluence MCP Server

aashari

Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface.

59Memory & Knowledge

Roo Code Memory Bank MCP Server

IncomeStreamSurfer

57Memory & Knowledge

Srclight

srclight

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.

57Memory & Knowledge

MCP DuckDB Knowledge Graph Memory Server

IzumiSy

MCP Memory Server with DuckDB backend

57Memory & Knowledge

HMR Docs

promplate

Real hot-module reload for Python—side effects handled reactively. https://py3.online/hmr

57Memory & Knowledge

Knowledge Graph Memory Server

T1nker-1220

I enhance the existing memory mcp server from the official mcp github, so big thanks and credits for creating this

52Memory & Knowledge

MCP server for Obsidian (TypeScript + Bun)

fazer-ai

MCP server for Obsidian (TypeScript + Bun)

51Memory & Knowledge

Vercel AI SDK Documentation MCP Agent

IvanAmador

A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. This project enables developers to ask questions about the Vercel AI SDK and receive accurate, contextualized responses based on the official docum

50Memory & Knowledge

Knowledge Base MCP Server

jeanibarz

This MCP server provides tools for listing and retrieving content from different knowledge bases.

49Memory & Knowledge

Neurostack

raphasouthall

Local RAG layer and optimizer for your Markdown knowledge base. CLI + MCP server: grounded answers for any AI client, stale-note detection, session harvesting into memories. Local-first.

47Memory & Knowledge

D&D Knowledge Navigator

procload

MCP Server implementation of the DnD 5e API using resources, tools, and prompts.

45Memory & Knowledge

Storm MCP Server with Sionic AI serverless RAG

sionic-ai

40Memory & Knowledge

MCP Kanban Memory

eyalzh

MCP server providing kanban-based task management memory for complex multi-session workflows with AI agents

40Memory & Knowledge

Documentation Crawler & MCP Server

alizdavoodi

This project provides a toolset to crawl websites wikis, tool/library documentions and generate Markdown documentation, and make that documentation searchable via a Model Context Protocol (MCP) server, designed for integration with tools like Cursor.

40Memory & Knowledge

Memory Bank MCP With Remote SSH Support 🧠

aakarsh-sasi

MCP Server with Remote SSH support

36Memory & Knowledge

📝 MCP Notes

9Ninety

A simple note-taking MCP server for recording and managing notes with AI models.

36Memory & Knowledge

Logseq MCP Server

dailydaniel

simple logseq mcp server

35Memory & Knowledge

Laravel Docs MCP Server

brianirish

A Laravel developer's MCP companion. Get the absolute best advice, recommendations, and up-to-date documentation for the entire Laravel ecosystem.

35Memory & Knowledge

mcp-rag-server

kwanLeeFrmVi

mcp-rag-server is a Model Context Protocol (MCP) server that enables Retrieval Augmented Generation (RAG) capabilities. It empowers Large Language Models (LLMs) to answer questions based on your document content by indexing and retrieving relevant information efficiently.

35Memory & Knowledge

Obsidian Mcp Pro

rps321321

The most feature-complete MCP server for Obsidian vaults — 23 tools + 3 resources for search, read, write, tags, link analysis, graph traversal, and canvas. Also ships as an Obsidian plugin (github.com/rps321321/obsidian-mcp-pro-plugin).

33Memory & Knowledge

MCP Neo4j Memory Server

sylweriusz

32Memory & Knowledge

notion-mcp

Badhansen

A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list.

31Memory & Knowledge

Logseq API MCP Server

gustavo-meilus

A MCP server that uses Logseq API to extract and interact with Logseq notes.

30Memory & Knowledge

Obsidian MCP Server

marcelmarais

29Memory & Knowledge

MCP Server Obsidian Omnisearch

anpigon

An MCP server that enables searches within Obsidian vaults using the Omnisearch plugin API. Returns absolute paths to matching notes for seamless integration. 🚀

29Memory & Knowledge

A MCP server for Godot RAG

weekitmo

This MCP server is used to provide Godot documentation to the Godot RAG model.

27Memory & Knowledge

systemprompt-mcp-notion

Ejb503

This an Model Context Protocol (MCP) server that integrates Notion into your AI workflows. This server enables seamless access to Notion through MCP, allowing AI agents to interact with pages, databases, and comments.

27Memory & Knowledge

MediaWiki MCP Server 🚀

shiquda

A MCP server that allows you to search and retrieve content on any wiki site using MediaWiki with LLMs 🤖 wikipedia.org, fandom.com, wiki.gg and more sites using Mediawiki are supported!

25Memory & Knowledge

ThumbGate (npm: mcp-memory-gateway)

IgorGanapolsky

Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that flag repeat mistakes and hard-block the risky ones before code or systems change.

24Memory & Knowledge

MCP Memory Server with Qdrant Persistence

delorenj

MCP server providing a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database

24Memory & Knowledge

membase mcp server

unibaseio

A lightweight decentralized memory gateway that connects AI agents to Membase for persistent, verifiable multi-session memory.

24Memory & Knowledge

MCP Neo4j Knowledge Graph Memory Server

JovanHsu

MCP Memory Server with Neo4j backend for AI knowledge graph storage

24Memory & Knowledge

dbt-docs-mcp

mattijsdp

MCP (model context protocol) server for interacting with dbt Docs

23Memory & Knowledge

📝 Apple Notes MCP Server

Siddhant-K-code

MCP server for apple notes

22Memory & Knowledge

Jotdown - MCP Server for Notion Page Creation and mdBook Generation

Harry-027

An MCP Server in Rust for creating Notion pages & mdBooks with LLMs 🦀

22Memory & Knowledge

Obsidian MCP Server

pmmvr

MCP server enabling AI agents to perform natural knowledge discovery and analysis across Obsidian vault

21Memory & Knowledge

MCP Server: Terragrunt Docs Provider

Excoriate

Deno/TypeScript MCP Server providing context related to Terragrunt documentation.

21Memory & Knowledge

Apple Docs 2 0

mishafyi

MCP server for Apple Developer Documentation: API reference, Human Interface Guidelines, App Store Connect Help, sample code and 1,700 WWDC sessions with transcripts and code. A fork of Apple Docs MCP.

21Memory & Knowledge

Codeseeker

jghiringhelli

MCP server with semantic search + knowledge graph for Claude Code, Cursor, and Copilot

20Memory & Knowledge

Semantic Scholar API MCP server

benhaotang

MCP server for Semantic Scholar to search for papers

20Memory & Knowledge

Context Mem

JubaKitiashvili

Your AI forgets everything between sessions. This fixes that — 98%+ retrieval accuracy, 100% on LongMemEval, 99% token savings. 44 MCP tools. Fully local, zero cost.

17Memory & Knowledge

Minecraft Wiki MCP

L3-N0X

A MCP Server for browsing the official Minecraft Wiki!

17Memory & Knowledge

Memory MCP Server

evangstav

16Memory & Knowledge

Zaxy — event-sourced agent memory with cited checkout and reversible forgetting (stdio/SSE via PyPI)

syndicalt

Zaxy turns agent work into durable, auditable memory: a hash-chained Eventloom log as the source of truth, an embedded temporal knowledge graph for reasoning (local-first, no sidecar; Neo4j/Postgres optional), cited Memory Checkout for compact context, and MCP tools for model-fa

15Memory & Knowledge

Logseq MCP Tools

apw124

MCP Server for interacting with LogSeq graph

15Memory & Knowledge

Obsidian Tasks MCP Server

jfim

Obsidian tasks MCP server

15Memory & Knowledge

📚 DocsFetcher MCP Server

cdugo

MCP Server to retrieve documentation for a package

15Memory & Knowledge

JSON Canvas MCP Server

Cam10001110101

14Memory & Knowledge

A Remote MCP Server for ATproto Docs

immber

A MCP server to query and generate answers based on the ATproto documentation available online

14Memory & Knowledge

Gemini Docs MCP Server

M-Gonzalo

MCP server for retrieving relevant documentation from a knowledge base

14Memory & 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.