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C

Clarvia

clarvia-project

AEO (Agent Engine Optimization) scanner — scores and benchmarks 12,800+ AI agent tools for discoverability, quality, and agent compatibility. 14 MCP tools for searching, scanning, comparing, and benchmarking.

Other
LM

Lightdash Mcp

poddubnyoleg

MCP server for Lightdash analytics platform. Enables AI assistants like Claude to discover data, execute queries, create charts, and manage dashboards programmatically. Supports Lightdash Cloud and self-hosted instances.

Data & Analytics
V(

Vuda (visual Ui Debug Agent)

samihalawa

AI & Agents

GitHub MCP Server

DivyanshKushwaha

Version Control

aranet4-mcp-server

diegobit

SImple MCP server to manage your aranet4 device and local db.

Other
XM

x402station-mcp

sF1nX

MCP adapter for x402station.io — infrastructure for x402 agentic

Other

Model Context Protocol (MCP) Server + Github OAuth

zaki-yama-labs

Developer Tools

Mcp Servers

m0r6aN

Dockerized MCP servers for portability

Other
CC

Control Chrome with AppleScript

Anthropic

Control Google Chrome browser tabs, windows, and navigation

Developer Tools

MCP Lab

LPFerreira33

This repository contains a modular setup for experimenting with MCP in Python. It includes both a server and a client, as well as reusable tool modules.

Other

omni-mcp-app

omni-ai-nodes

omni ai mcp server dev desktop app

Other

linuxSshMcpServer

shiyi25928988

establish ssh connection and send shell command or file to target linux server.

Developer Tools

Notion MCP Server

MCP-Mirror

Mirror of

Memory & Knowledge

QR Business Cards

ajfrai

MCP server for creating QR business cards via AI assistants. No API key required.

Other

Tavily-Anet-MCP Server

marekkucak

A Rust implementation of the Model Control Protocol (MCP) server that integrates Tavily's powerful search and web content extraction capabilities. This server enables AI agents and LLM systems to perform real-time web searches and extract content from URLs via a standardized JSON

Search

TSG Indexer

entrepeneur4lyf

A library for indexing code repositories using Tree-sitter Stack Graphs, designed to be used in MCP servers and other tools.

Developer Tools

Heimdall — Mcp Security Scanner

caglarbozkurt

Security scanner for MCP servers — vet an MCP before you wire it into an agent. Detects prompt-injection, credential exfiltration (via taint analysis), RCE, and supply-chain risks, and catches cross-server exfil chains no single server reveals. Zero-dependency local CLI, SARIF ou

Developer Tools

Remote MCP Server on Cloudflare

kentwalters

Cloud & Infrastructure

6digit studio MCP integration

6digit-studio

General purpose MCP-server for 6digit studio

Other

Morpho API MCP Server

crazyrabbitLTC

A morpho server for the model context protocol

Developer Tools

PapersGPT For Zotero

papersgpt

PapersGPT is a powerful Zotero plugin that seamlessly embeds state-of-the-art artificial intelligence into your research process. It empowers users to interact conversationally with single or multiple PDFs from their Zotero library, facilitating rapid insight extraction, summary

Developer Tools
H(

Hal (http Api Layer)

DeanWard

HAL is a Model Context Protocol (MCP) server that provides HTTP API capabilities to Large Language Models. It allows LLMs to make HTTP requests and interact with web APIs through a secure, controlled interface. HAL can also automatically generate tools from OpenAPI/Swagger specif

Developer Tools

SIMcloud

ErikThiart

SIMcloud is a hosted South African MCP server for wallet balance checks, network lookups, SMS sending, airtime recharges, data bundle purchases, and prepaid electricity orders. It connects over Streamable HTTP and uses each user's own SIMcloud account via OAuth.

Other
GM

Govdata Mcp

Chester-2026

A Model Context Protocol (MCP) server that lets AI agents search, explore, and fetch open datasets from official government data portals. One unified tool interface across the United States, United Kingdom, Canada, and Australia, with per-portal quirks (API migrations, auth walls

Developer Tools

Library Genesis MCP Server

mwaraic

Library Genesis MCP server

Developer Tools

github-mcp-server-unofficial

tjni

Packages https://github.com/github/github-mcp-server as wheels

Version Control
MA

Mcp Allure Server

crisschan

Other

Sargoth Mermaid Renderer - MCP Server

floor-licker

MCP Server for the Sargoth Mermaid Editor API

Other
FM

FLOX MCP Server

FLOX-Foundation

MCP server for the FLOX trading framework. About 30 tools to run backtests, scaffold strategies, validate for lookahead bias, compute indicators, place orders, and query PnL from Claude/Cursor.

Developer Tools

xinghuo-mcp-server MCP Server

caict-4iot-dev

A Model Context Protocol server provides access to the Xinghuo BIF Blockchain Test Network

Other

megabird-mcp-server

sanguk-mzd

Other

PubFi MCP

helixbox

Public docs, examples, and agent-readable integration guides for PubFi's agent-native crypto data layer.

Memory & Knowledge

FlowMCP

a6b8

A modular framework for building, validating, and testing REST API routes using declarative schemas and zod interfaces.

Developer Tools

Google-Calendar-MCP-Server

Arkyapatwa

MCP Server for Google Calendar API

Productivity
M

Memtrace

syncable-dev

Memtrace — Structural Memory for AI Coding Agents

Other

Poe o3 MCP Server

Anansitrading

A lightweight MCP server implementation for accessing OpenAI's o3 model via Poe API

Other

Hevy MCP

amilz

A TypeScript MCP Server for interacting with Hevy Workout App in LLMs

Other

Eight Sleep MCP

elizabethtrykin

MCP server for 8sleep

Other
B

Bulkpublish

azeemkafridi

Other
M

Mytestserver1

jujiale

1111

Other

MCP Weather Server

dbsxortime

Media & Design

todoms-mcp

yukimaterrace

MCP Server for TODO Management System

Other

Angel One Mcp

kousthubha-sky

Data & Analytics

Vercel Ai Chat Mcp

andrewhuang427

Add mcp servers to vercel's open source ai chat

AI & Agents
X

Xpath

JayArrowz

Other

EAD Enterprise Suite MCP

g-digital-by-Garrigues

EAD Enterprise Suite MCP bridges MCP clients (Claude, Cursor, etc.) to EAD Trust's complete enterprise platform. The 39 tools cover signature workflows (create → add docs → add participants → coordinate → activate → cancel → retrieve), certified evidence management with sealing a

Other

mcpspinner-api

devendershekhawat

API component for mcpspinner - unified access to MCP servers with a single API key

Developer Tools
TP

Tanzania Payments Mcp

junter1989k-ai

Spotify MCP

firattamur

A simple showcase for MCP Servers with Spotify

Media & Design
AM

Android Mobile Mcp

erichung9060

Android Mobile MCP is a server implementation that bridges the Model Context Protocol with Android device automation capabilities. It provides a comprehensive set of tools for interacting with Android devices, including UI element detection, touch interactions, text input, app ma

Other

IDA Pro MCP Server

Varshith-JV-1410

Other
D

Datesdet

Reculi

try

Other

MCP Server - Image

IA-Programming

## MCP-Images Looking for a powerful image processing server? MCP Server-Image provides enterprise-grade image handling with just a few lines of code. Perfect for AI applications, web services, and data processing pipelines. [Get Started](#installation) | [Support Us](

Media & Design
SS

SAP SuccessFactors MCP Server by CData

CDataSoftware

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free [CData MCP Server for SAP SuccessFactors (beta)](https://www.cdata.com/download/download.aspx?sku=GBZK-V&type=beta).

Other
MH

Mcp Hn

WhileBug

Other

MCP Server Tencent

yangbuyiya

Other

Flux Image Generation Server

caok

flux image generation mcp server

Media & Design

Model Context Protocol - Dad Jokes MCP Server

mcp-agents

MCP Server Package

Other
RS

Roblox Studio Mcp Server [official]

roblox

Allows controlling Roblox Studio from MCP clients.

Other
E

Everyrow

futuresearch

Other

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.