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Data Visualization MCP Server

isaacwasserman

101Data & Analytics

Alpha Vantage MCP Server

berlinbra

MCP Server for Alpha Advantage API

101Other

@codesys/mcp-toolkit

johannesPettersson80

Model Context Protocol server for CODESYS automation platform

100Developer Tools

DICOM MCP Server for Medical Imaging Systems 🏥

ChristianHinge

Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.)

100Other

Memory Bank MCP

tuncer-byte

Memory Bank is an MCP server that helps teams create, manage, and access structured project documentation. It generates and maintains a set of interconnected Markdown documents that capture different aspects of project knowledge, from high-level goals to technical details and day

100Memory & Knowledge

Graphiti MCP Server • Fast Multi‑Project Knowledge Graphs

rawr-ai

Graphiti Model Context Protocol (MCP) Server - An MCP server for knowledge graph management via Graphiti

100Memory & Knowledge

Canvas MCP Server v2.0

DMontgomery40

Version 2.2 - 54 tools available - an MCP server for interacting with the Canvas LMS API. This server allows you to manage courses, assignments, enrollments, and grades within Canvas.

100Other

Square Model Context Protocol Server (Beta)

square

A Model Context Protocol (MCP) server for square

100Other

McGravity

tigranbs

Fast TUI that orchestrates AI coding tools (Claude Code, Codex, Gemini) in a plan→execute→review loop. Breaks work into atomic tasks for easier verification and course-correction.

100AI & Agents

REAPER MCP Server

itsuzef

A comprehensive Model Context Protocol (MCP) server that enables AI agents to create fully mixed and mastered tracks in REAPER with both MIDI and audio capabilities.

99Other

Build Agents with Needle MCP Server

needle-ai

Needle MCP Server for easy RAG.Long-term memory for LLMs.

99Memory & Knowledge

Oxylabs MCP Server

oxylabs

Official Oxylabs MCP integration

99Other

MCP REST API Tester

dkmaker

A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment.

99Developer Tools

RustChain MCP

Scottcjn

MCP server for RustChain blockchain and BoTTube video platform — AI agent tools for earning RTC tokens. Built on createkr's RustChain SDK.

99Media & Design

Jadx Mcp Plugin

mobilehackinglab

99Developer Tools

Vibe Coder MCP Server

freshtechbro

Vibe-Coder-MCP server extends AI assistants with specialized software development tools.

99Other

Langfuse MCP (Model Context Protocol)

avivsinai

A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability

99Other

Next.js MCP Server

jazelly

Help LLMs to understand your Next apps better

99Other

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mcpc-tech

Build agentic-MCP servers by composing existing MCP tools.

98Other

Roam Research MCP Server

2b3pro

MCP Server and CLI tool for Roam Research Graph Integration

98Memory & Knowledge

BibiGPT AI video & audio summarizer

JimmyLv

OpenClaw / Claude Code / Codex Agent skill for summarizing videos/audio via BibiGPT CLI (bibi)

98Media & Design

Mem0 Mcp

pinkpixel-dev

✨ mem0 MCP Server: A memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server.

98Other

Code Runner Mcp

mcpc-tech

Build agentic-MCP servers by composing existing MCP tools.

98Developer Tools

Go Process Inspector

monsterxx03

Non-Invasive goroutine inspector

97Developer Tools

Pluggedin App

VeriTeknik

The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.

97Other

IDA Pro MCP Server

fdrechsler

A Model Context Protocol (MCP) server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks.

97Other

Identity

agntcy

AGNTCY Identity allows to onboard, create and verify identities for Agents, Model Context Protocol (MCP) Servers and Multi-Agent Systems (MASs).

96Other

Snak

kasarlabs

Build powerful and secure AI Agents powered by Starknet.

96Other

开发 SSE 类型的 MCP 服务

cnych

claude mcp sse demo with server and client(cli、web)

96Other

WeCom Bot MCP Server

loonghao

A Python server implementation for WeCom (WeChat Work) bot that follows the Model Context Protocol (MCP). This server provides a standardized interface for handling automated messaging and context-aware interactions within enterprise WeChat environments.

96Other

Cinema4D MCP — Model Context Protocol (MCP) Server

ttiimmaacc

Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling, scene creation, and manipulation.

95Other

Flyworks MCP: Free & Fast Zeroshot Lipsync Tool

Flyworks-AI

Fast and free zeroshot lipsync MCP server

94Other

Perplexity MCP Server

tanigami

94AI & Agents

MCP-Discord

barryyip0625

Implement Discord MCP server enabling AI assistants to interact with the Discord platform.

94Communication

mcp-shell 🐚

sonirico

Give hands to AI. MCP server to run shell commands securely, auditably, and on demand.

94Developer Tools

Multi-Database MCP Server (by Legion AI)

TheRaLabs

A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.

94Databases

OP.GG MCP Server

opgginc

94Other

Perplexity MCP Zerver

wysh3

MCP web search using perplexity without any API KEYS

93Search

🤖 GDAI MCP – MCP Server for Godot Game Engine

3ddelano

A MCP server integration for Godot Engine that allows Claude, Cursor, Windsurf, VSCode, etc to perform actions like creating scenes, resources, scripts, reading errors and much more.

93Developer Tools

Flstudio

veenastudio

93Other

Perplexity MCP Server

wysh3

MCP web search using perplexity without any API KEYS

93Search

🚀 GitLab MR MCP

kopfrechner

Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.

93Version Control

MCP LSP Go

hloiseaufcms

Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, tests, coverage, and tooling.

93Other

Coincap MCP

QuantGeekDev

A coincap mcp server to access crypto data from coincap API

93Other

Memory MCP Server (Go)

okooo5km

A Model Context Protocol server that provides knowledge graph management capabilities.

93Memory & Knowledge

Excel MCP Server

yzfly

The Excel MCP Server is a powerful tool that enables natural language interaction with Excel files through the Model Context Protocol (MCP). It provides a comprehensive set of capabilities for reading, analyzing, visualizing, and writing Excel data.

92Other

Apifox MCP Server

apifox

92Other

Lara Translate MCP Server

translated

92Other

Jira MCP

nguyenvanduocit

A Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow tra

92Version Control

Forgejo MCP Server

goern

MIRROR ONLY!! This Model Context Protocol (MCP) server provides tools and resources for interacting with the Forgejo (specifically Codeberg.org) REST API.

92Other

NASA MCP Server

ProgramComputer

A Model Context Protocol (MCP) server for NASA APIs, providing a standardized interface for AI models to interact with NASA's vast array of data sources.

91Other

MCP Gateway, Server, and Client

boilingdata

An MCP stdio to HTTP SSE transport gateway with example server and MCP client

91Other

quarkus-langchain4j-workshop

quarkusio

Quarkus LangChain4J Workshop that demonstrates both single AI service capabilities and Agentic AI orchestration

91Reasoning

MCP GitHub Project Manager

kunwarVivek

a mcp server to manage github project's functionality

91Version Control

GitHub MCP Server Extension for Zed

LoamStudios

A GitHub MCP Server extension for Zed

91Version Control

Tools

lethain

MCP server for operating on Markdown knowledge bases

90Developer Tools

mcp-dbutils

donghao1393

数读 是一件可以让你的大模型安全连接到数据库的MCP工具。| DButils is an all-in-one MCP service that enables your AI to do data analysis by harnessing versatile types of database (sqlite, mysql, postgres, and more) within a unified configuration of multiple connections in a secured way (like SSL and control

90Databases

Crawlie

Crawlie

Technical SEO + GEO audits your agents can run

90Developer Tools

rtfmbro-mcp

marckrenn

rtfmbro provides always-up-to-date, version-specific package documentation as context for coding agents. An alternative to context7

90Other

CCXT MCP Server

lazy-dinosaur

CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by providing a standardized interface through the Model Context Protocol. Created to empower automated trading strategies, this tool allows AI assistants like Claude and GPT to directly interact with ove

90Other

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.