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py-poetry

Tyler-R-Kendrick

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OpenAI Integration with MCP

AashishPalSingh

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AgentPM

gannonh

MCP server for the planning and execution of AI-assisted development projects.

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Schemacheck Agent

garyedgington

SchemaCheck Agent validates JSON payloads against JSON Schema Draft 7 and 2020-12 standards. Designed for agent-to-agent workflows, it returns structured validation results instantly — including field-level error paths, human-readable summaries, and optionally a corrected payload

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Paypal

paypal

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mcp-ollama

true-alter

MCP server wrapping local Ollama models for Claude Code delegation

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L

Linewhiz

Kinzen-dev

AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, push messages, check analytics, manage rich menus — all through natural language via Claude, ChatGPT, or Cursor.

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Weather MCP Tool for Claude

mongte

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ToolChat

rectalogic

PydanticAI LLM chat with MCP server tools

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T

Trytet

bneb

Wasm sandbox runtime for AI agent code execution. Executes JavaScript, regex, JMESPath, and SQL inside fuel-metered WebAssembly cartridges. Infinite loops trap in microseconds instead of hanging — deterministic failure for LLM-generated code.

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Java + MCP + Claude Desktop

seonghoo1217

Java 환경에서 MCP 서버를 구축하여 Claude Client와 연결해보자

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" Creating-a-MCP-Server-for-Claude-AI-Assistant-to-interact-with-GitHub-and-demonstrate-its-Use "

Preeti75

" Creating a MCP Server for Claude AI Assistant to interact with GitHub and demonstrate its Use "

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Project Description

pizzaeueu

The proxy enables integration between OpenAI chat models and local MCP servers via Function Calling, allowing custom PII checks for sensitive data verification

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Shopify MCP Server for Claude

abhi-tapestry

Shopify MCP server

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Google Ad Manager MCP

MatiousCorp

MCP server for Google Ad Manager. Manage ad campaigns, orders, line items, and creatives through AI assistants like Claude, ChatGPT, and Cursor. Automate GAM operations with natural language.

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MCP Server for ReportServer Java Application

diplinfmarkodrews

Agent & MCP Server for the ReportServer using RPC interface

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Inception ICORE Server

nbursa

Model–Context–Protocol (MCP) Server A modular, extensible Rust-based server providing short-term, long-term, and latent memory services, a chat endpoint backed by a BaseAgent + Sentience DSL, and seamless integration with ChromaDB and LLM services.

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React Design Systems MCP

agentience

This is a Model Context Protocol (MCP) server that provides comprehensive information about AWS Cloudscape Design System components, along with code generation capabilities for common Cloudscape patterns. The server is implemented in TypeScript for improved type safety and develo

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🧠 Advanced MCP Server Setup with

sidhyaashu

Advanced MCP Server Setup with uv, llama-index, ollama, and Cursor IDE

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Claude MCP Manager

BLTGV

Script to easily switch between Claude MCP server configurations on macOS.

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AU

Aparajithn/agent Utils

aparajithn

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Gemini API with MCP Tool Integration

hitechdk

AI agent that retrieves weather data from the MCP server to provide automated forecasts. Ideal for integration into weather-related applications.

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LangChain MCP Servers

Aryaman45

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agent-mcp-community

lucky-aeon

agent mcp server 社区

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Signal Agent 🚨

no0ktheali3n

MCP server / agent concept for signals interpretation and processing

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MA

Mcp Agentbay

zhaozeen

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🚀 PagerDuty AI Agent

cnoe-io

PagerDuty AI Agent powered by 1st Party MCP Server using OpenAPI Codegen, LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY ACP, Google A2A, MCP Server)Agent for PagerDuty

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Claude Octopus

xiaolai

One brain, many arms. Spawn multiple specialized Claude Code agents as MCP servers via the Agent SDK. Each instance gets its own model, tools, prompt, and personality.

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Full capable coding agent MCP server

11cafe

Codebox mcp - fully capable coding agent MCP server

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Enji Ai Marketing Agent

enjiapp

The Enji AI Marketing Agent gives small business owners instant access to expert marketing guidance and free AI-powered tools. Get answers to marketing questions from Enji's knowledge base, generate customer personas, define your brand voice, and create blog and social media cont

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WhatsApp Agent

aasherkamal216

A WhatsApp agent that uses WhatsApp MCP server to send messages and perform other actions.

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PM

Parsley MCP Server

peterjduffy

Buyer intent signals and MEDDIC qualification data for AI assistants. Query hot leads, conversation intelligence, and lead scoring from your Parsley account through Claude Desktop, Cursor, or any MCP client.

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CI

Cisco Intersight Mcp Server

jim-coyne

An MCP (Model Context Protocol) server that enables LLMs to interact with Cisco Intersight APIs. This server exposes Intersight operations as tools for LLM applications. The Intersight MCP Server includes an intelligent Security & Health Check Agent that automatically orchestrate

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Seerxo - Etsy Seo Assistant

semihbugrasezer

# Etsy SEO Generator

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Databox MCP

databox

The Databox MCP server empowers your AI tools to talk to your data, enabling agentic analytics, automated data ingestion, and real-time conversational analytics. It transforms Databox into an intelligent backend for your LLMs, allowing tools like ChatGPT, Claude and Cursor to que

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Voice Analyser Mcp Generate A Tone Of Voice Guide For Your Llm To Follow

houtini-ai

Traditional style guides list rules: "Use short sentences. Vary paragraph length. Include personal anecdotes."

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Python Shopify MCP Server for Claude

abhi-mahule

Shopify MCP server

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Twitter MCP Server for Claude Desktop

SouravKumarBarman

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EM

Emailfinder.dev MCP - find verified professional email addresses directly from AI assistants like Claude, Cursor, and Kiro.

xinxinhenaixin

Find verified professional email addresses directly from AI assistants like Claude, Cursor, and Kiro.

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LP

Lfwin Payment Mcp

litsen

LFWin Payment MCP Server 是一个面向 AI Agent 的支付能力服务,通过标准 MCP 协议,将创建支付订单、查询支付状态、发起退款、查询退款状态等能力开放给 Cursor、Cline、Claude Desktop、企业智能助手和自研 Agent 应用。

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🌐 Claude MCP Server Quickstart

gabrieldsguilherme

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TubePull

miketwalker

Download video or audio from YouTube, TikTok, Twitter/X, SoundCloud, Vimeo, Twitch, Streamable, Bandcamp, Mixcloud, and Dailymotion — from any MCP-compatible AI assistant (Claude Desktop, Claude Code, Cursor, Windsurf, Cline, ChatGPT-via-MCP, Perplexity, Continue, Zed, LibreChat,

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AA

Agentpmt Agent Payment

Apoth3osis-ai

AgentPMT - Empowering AI Agents with Secure Payment Capabilities

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C

Compressfile.pro

lexusmarchuk

Give any MCP-compatible AI agent (Claude, Cursor, etc.) the ability to bulk compress, convert, resize, watermark, and analyse images — entirely on your local machine.

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T

Taskbounty

eliottreich

Browse open bounties, request short-lived authenticated repo access, submit PRs, and check verification status. Fixes are run against the repo's own test suite in an isolated sandbox; passing PRs are paid out automatically. Useful as a tool layer for any coding agent that wants t

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Lucairn Privacy Gateway

Declade

Lucairn is an EU-based privacy gateway that sits between your MCP-enabled agent and the upstream LLM (Claude, GPT-4o, o1/o3/o4).

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Thinkneo Control Plane

thinkneo-ai

Enterprise AI Control Plane — governance layer between your AI applications and providers. Spend tracking, runtime guardrails, policy enforcement, budget limits, compliance readiness (SOC2/GDPR/HIPAA), and real-time provider health. Works with Claude, ChatGPT, Copilot, and any MC

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B

Brainstorm

spranab

Multi-model AI brainstorming MCP server. Orchestrates debates between GPT, Gemini, DeepSeek, and Claude with structured synthesis. Includes instant quick mode, multi-model code review with verdicts, and red-team/Socratic styles. Hosted mode needs zero API keys.

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Together.ai Mcp

Leonfinn

MCP server exposing Together AI inference endpoints (chat, image, vision, embeddings) as tools for Claude Desktop, Cursor, VS Code, and any other MCP-compatible client. Fixes silent empty-response bug in reasoning models.

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Laddro Career

laddro-app

MCP server for the Laddro Career API. Tailor resumes to job postings, generate cover letters, export PDFs, and browse 22 resume templates. Supports BYOK with 10 AI providers including OpenAI, Anthropic, Gemini, DeepSeek, and Groq.

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CR

Chat Relay Mcp

akshatmalik-bruh

Chat Relay MCP is a local-first MCP server that lets you continue AI conversations seamlessly across IDEs like Cursor and Antigravity. It stores conversation history, architecture decisions, and important context in a local SQLite database so you can restore sessions instantly wi

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EU AI Act Compliance Chatbot

thoughtgeek

An MCP server to answer questions on the original EU AI Act

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TA

TradeOS AI

TradeOS-AI

Use TradeOS MCP Server to bring your trading data, indicators, strategy logic, and agent workflows into MCP-compatible AI tools. Copy your server URL, add it to GPT or Claude, and let your AI assistant work directly with your TradeOS trading intelligence.

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Tychi Mcp

TychiWallet

Give your AI agent a wallet it can actually use. Tychi MCP plugs into Cursor, Claude Desktop, OpenClaw, and any stdio MCP host — onboard, create, import, and switch wallets with fast direct tools, then balance checks, sends, and policy-gated payments through tyi_chat. Keys live e

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🤖 Claude AI Documentation Assistant 📚

XPE-7

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Synapse — Geo Growth Layer

calvinling2021-star

Synapse is the GEO growth layer for new products. This MCP server exposes 6 tools — geo_check, geo_fix, geo_track_init, geo_prompts, geo_status, geo_corpus_query — so any AI coding agent (Cursor, Claude Code, Windsurf, Cline, Continue, Zed) can audit a project's discoverability a

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uptodoc

jlg-formation

MCP server that allows an LLM agent to get the last documentation on a subject.

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MarketNow — Trust Layer for Agent Commerce (MCP Marketplace)

edgarfloresguerra2011-a11y

The trust layer for agent commerce. 8,560 MCP-compatible skills with Sentinel L2 security audits, x402 payments (HTTP 402 + USDC on Base), and AP2 delegated mandates with human-in-the-loop by default.

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🤖 Welcome to the Robot Takeover Setup Script! 🚀

patruff

Easy setup script for Anthropic Claude Model Context Protocol (MCP) servers on Windows

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ifly-spark-agent-mcp

iflytek

This is a simple example of using MCP Server to invoke the task chain of the iFlytek SparkAgent Platform.

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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.