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MCP Servers

Discover awesome MCP servers.

All

Portfolio Analyzer

Aakash356A

Analyze your porfolio

Finance & Commerce

REP Helper

rephelper-ai

REP Helper MCP Server

Other

Argosvix — AI agent observability (87 tools)

argosvix

Observability MCP server for AI agents - 87 tools to query LLM cost/errors/latency and operate alerts, budgets, evals from Claude/Cursor

AI & Agents
AR

Agent Receipts

webaesbyamin

Cryptographic accountability for AI agents. Ed25519-signed receipts for every MCP tool call — constraints, chains, AI judgment, invoicing, local dashboard.

AI & Agents
L

Lumino

spre-sre

AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.

Developer Tools

Remote MCP Server on Cloudflare

lemonhall

Cloud & Infrastructure

Pushplus Mcp Server

pushplus

使用Java开发的pushplus MCP Server。

Other

Sample Mcp Server Python

mrquangthai278

Other

📈 Finance MCP Server

akshatbindal

Finance & Commerce

MCP Server with Combined Tools

RGGH

Rust MCP Server

Other

🏎️ MCP Server F1Analisys

Maxbleu

MCP server for F1 Analysis API

Other

README

yaxhpal

These are MCP servers which I have implemented. Feel free to utilize them if you need.

Memory & Knowledge

spoken-mcp – Multilingual voice interface for Claude Desktop via ElevenLabs

leszini

Spoken-mcp is a voice interface for the Claude Desktop app. It consists of two components: an MCP TTS server that lets Claude speak responses aloud via ElevenLabs, and an STT companion app that transcribes your speech and pastes it into Claude's input field. Supports three input

AI & Agents
WD

Wattyenergie Dutch Energy Comparison

BRDEV1990

First Dutch AI-native energy comparison platform with MCP support. Calculate annual energy costs, compare contracts from all Dutch suppliers, get real-time EPEX dynamic prices, calculate solar panel net metering benefits, and get supplier ratings. Built for Claude and other AI as

Other

MCP Crew AI Server

adam-paterson

MCP Crew AI Server is a lightweight Python-based server designed to run, manage and create CrewAI workflows.

Reasoning
AV

Artefact Ventures Revenue Intelligence MCP Server

alexboissAV

Artefact MCP Server gives Claude, Cursor, and Windsurf access to three methodology-driven revenue intelligence tools built on real B2B consulting engagements.

Other

AI Agents in Container

katzByte007

Data & Analytics

Java Map Component Platform (Java MCP)

h7ml

java-mcp-server

Media & Design

Weather-MCP-server

Prashant-Kamboj

Learning how to create MCP server in node js

Media & Design

DateTime MCP Server

bossjones

Other

Mcp Servers

aeon-seraph

Other

MCP Server Tutorial

cthuaung

Other

ROS 2 Workspace Inspector

doer0312

Statically inspect and diagnose ROS 2 workspaces with AI agents—locally, safely, and without installing ROS.

Developer Tools

NugetMcpServer

DimonSmart

Local MCP server demo

Other

Ux Skill

Laith0003

A deterministic, offline design-intelligence engine for AI coding tools. Replaces improvised UI generation with structured constraints plus a rule-based anti-AI-slop linter. Ships as a Claude Code plugin, a Python package, an MCP server (18 tools), and a 17-IDE installer.

Developer Tools

Redmine MCP Server

zacharyelston

A Model Context Protocol (MCP) server that enables AI assistants to interact with Redmine for focused and transparent project management.

Other
GM

Greenhouse 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 Greenhouse (beta): https://www.cdata.com/download/download.aspx?sku=PGZK-V&type=beta

Other

mcp_servers

derisk-ai

DevOps MCP Servers

Other
OM

Omnisockit Mcp Server

OmniSocKit

Turn your AI into a social platform development expert. 41 WeCom (Enterprise WeChat) AI SKILLs with 550+ API endpoints. Zero config, zero risk — knowledge delivery only.

Developer Tools
MS

Mcp Server Tools

hungry557

Other

Thingsboard MCP Server

AnyContext-ai

Thingsboard MCP Server for using Thingsboard Data as context in LLM tools

Other

@modelcontextprotocol/server-terminal

MCP-Mirror

Mirror of

Developer Tools

Investec MCP: Banking API for AI Agents

Nicolaas0411

MCP server for the Investec Private Banking API

Developer Tools

AI Engineer Neo4j Memory MCP Demo

a-s-g93

A short demo of the Neo4j Memory MCP server.

Memory & Knowledge
MS

Mcp Server Npm Plus

ofershap

Other
SP

Spotify Playlist Generator Mcp Server

danisss9

A Model Context Protocol (MCP) server that enables AI applications to search for music tracks and manage playlists using the official Spotify Web API.

Media & Design

MCP-Server-For-LLM

Glareone

Model Context Protocol Servers written in different languages by me to use along with Claude, Cursor, and other apps

AI & Agents

Sufy MCP Server

sufy-dev

Other

卖家精灵数据mcp

webueye

Other

Mindpm

umitkavala

Persistent project memory for LLMs. Never re-explain your project again.

Other

Resend MCP Server Extension for Zed

danilo-leal

A Zed extension for the Resend MCP.

Developer Tools

Project Opener MCP Server

jlmelis

MCP server for easily opening code3 projects in either VS Code or Visual Studio

Other

M3X — Private Pool Matching for AI Agents

Brano80

Connect any AI agent to M3X, the private matching protocol for agent-to-agent deal flow. Agents post structured intents, M3X semantically matches them, and identity is only revealed after both sides accept. No public browse, no scraped data.

Other

Git Jira MCP Server

1pone

这是一个用于获取 Jira 需求信息的 MCP 服务器,基于当前 Git 分支名自动获取对应的 Jira 需求详情。

Version Control

mcp-server-espn

billycougz

Other
SB

SAP BusinessObjects BI 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 BusinessObjects BI (beta): https://www.cdata.com/download/download.aspx?sku=GJZK-V&type=beta

Data & Analytics
AQ

Armavita Quo Mcp

EfrainTorres

Other

Claude-NWS Protocol Bridge

shreyyzsh

learning-focused project that connects the Claude desktop app to the US NWS API using a custom protocol, injecting real-time weather data into Claude’s context.

Developer Tools

My MCP Server

Nohyunjin

Other
AD

Agentic Document Parsing and Extraction (ADP)

Laiye-ADP

ADP integrates Vision-Language Models (VLM), Large Language Models (LLM) and autonomous agent decision-making technologies. It reshapes traditional document processing by transforming conventional rule-based field extraction into goal-driven end-to-end intelligent automation. Foc

AI & Agents

Averra Extract Mcp

Swwyymm

MCP server for Averra Extract — URL to Markdown API for AI pipelines. Published to npm as @averra/extract-mcp.

Other

Building a Remote MCP Server on Cloudflare (Without Auth)

gotalab

Developer Tools

Python MCP Server Template

HappyPathway

Files & Storage

AISDK MCP Bridge

vrknetha

Bridge package enabling seamless integration between Model Context Protocol (MCP) servers and AI SDK tools. Supports multiple server types, real-time communication, and TypeScript.

Developer Tools

McpGoogleDrive

achrafhardizi

MCP server that manages Google Drive

Files & Storage

RpaMcpServer

ai4cloud

Other

Healthcare Credentialing Intelligence

apifyforge

Healthcare provider credentialing is your first line of defense against fraud, exclusions, and liability.

Other
S

Stacktree

stevysmith

Publish HTML to a private, unguessable URL from any MCP client. Gate by password or email domain; replace in place.

Other
E

Eyebrowse

Evil-Bane

Other

langchain_mcp

ayushbaunthiyal

AI & Agents

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.