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MCP Servers

Discover awesome MCP servers.

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PLUMED2 MCP Server / PLUMED2 MCP 服务器

PhelanShao

PLUMED2 Smart Input Generator - An MCP-based assistant for molecular dynamics enhanced sampling configurations that automatically generates optimized PLUMED input files, supporting metadynamics, umbrella sampling, and other enhanced sampling methods with built-in syntax validatio

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mcp-sandpiperaas

shariethernet

An MCP server for sandpiper - a TL-Verilog compiler, that outputs SystemVerilog/Verilog

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LeetCode MCP Server

MCP-Mirror

Mirror of

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Wordpress Mcp Server With Undo

estebanstifli

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Speaking Bots MCP Server

Meeting-Baas

An MCP server that can send speaking bots inside meetings

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Lovie — Company Formation MCP

lovieco

Lovie U.S. Company Formation MCP for AI coding tools. Form companies, manage bank accounts, cards, invoices, and more — directly from your terminal.

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Longhand

Wynelson94

Lossless local memory for Claude Code. The full, unabbreviated version. Every tool call, every file edit, every thinking block — stored verbatim on your machine. Persistent memory without tokens.

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Ani Mcp

GavMason

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coderider-mcp

victorzxj

jihulab mcp servers

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Wordcast Mcp Server

rocnubie

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Eos Models

sinagilassi

EOS Models MCP (eos-models-mcp)

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Granoflow

granoflow

Granoflow helps people plan and review work tasks, capture lessons from completed work, and turn durable insights into review cards for spaced practice. This MCP server lets AI agents connect to the local Granoflow app through its Local HTTP API.

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attio-mcp-server

MCP-Mirror

Mirror of

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MCP Server on AVAIL DA

dhananjaypai08

An MCP server to interact with Avail DA

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Pet-store-MCP-server-3

octaviusp

MCP server test

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Planbwander

imismailpe

Find interesting things to explore in a place with the help of AI. Built with Gemini, Nextjs, Zod.

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UM

Ultrafast Mcp Sequential Thinking

techgopal

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Pinelabs Mcp Server

plural-pinelabs

Pine Labs MCP Server is a production-grade Model Context Protocol (MCP) server that connects AI assistants and agentic applications to the Pine Labs payment gateway. It exposes Pine Labs' online payment APIs -- payment links, checkout orders, UPI intent payments, subscriptions, a

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T/MCP - Telos Model Context Protocol

AporiaLabs

T/MCP is a powerful MCP server that provides access to Telos, a philosophical AI mentor.

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mcp-server

mkoltafidox

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Vero

kpi-zone

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mcp-server-for-lsp

thesantatitan

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spring-ai-mcp-server

piseajay

This repo has the demo mcp server for spring ai vibe coding

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SORACOM MCP Server

kenichiro-kimura

Other
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Polymarket Intel

aemery13

An MCP server and REST API that classifies Polymarket wallets as human or bot, scores their trading edge from 0–10, and streams their current open positions. Built for AI agents on copy-trading and signal-following stacks.

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Vibe Ads

vibeads

AI-powered Google Ads manager for local service businesses. 37 categories. 5-minute setup. $20/mo.

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Mcp Server Flomo James

GolderBrother

record notes to flomo mcp server

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Metal MCP Server

MCP-Mirror

Mirror of

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Bazos MCP Server

progresak

A TypeScript-based MCP server for scraping graphics card listings from Bazos.cz marketplace

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MCP USDA Server

AntonioPavoni

MCP Server Template for USDA Tools

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Model Context Protocol (MCP) Server

infinyte

simple mcp server

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rework-mcp-server

caobo171

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Sallyport

ginkida

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Bookrails

pinalmdave

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MCP Kotlin Server Sample

wujingwe

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Regulatory Change Intelligence

apifyforge

Regulatory change intelligence across 13 US federal data sources, delivered as an MCP server your AI agent can query directly. Built for compliance officers, GRC teams, and trade compliance operations who need forward-looking signals — not just a list of current rules.

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Fitbit Mcp Unofficial

davidmosiah

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Arithmo MCP Server pypi Package

varunidealabs

pypi package

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Statewave

smaramwbc

Statewave is an open-source state management and persistence layer for AI agents. The MCP server enables AI assistants to store, retrieve, and manage structured state across sessions, workflows, and external systems through standardized MCP tools.

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Adk Assembly Mcp

NHTIO

Documentation and assembly review for @nhtio/adk.

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Spring AI MCP Batch Job Server

iAMSagar44

A Spring Boot Model Context Protocol (MCP) server that provides batch processing tools for financial transactions.

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O3

Office 365 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 Office 365 (beta): https://www.cdata.com/download/download.aspx?sku=CXZK-V&type=beta

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MoLing MineCraft MCP Server

gojue

MoLing-Minecraft is an AI Agent MCP Server for the Minecraft game, featuring intelligent construction, building, and game control

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IM

Iceberg MCP

ryft-io

IcebergMCP is an MCP server that lets you interact with your Apache Iceberg Lakehouse using natural language in Claude, Cursor, or any other MCP client.

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Hyperd Mcp

hyperd-ai

Pre-trade DeFi intelligence for AI agents on Base. 20 paid x402 endpoints - wallet risk, token security, cross-protocol liquidation health (Aave V3 / Compound v3 / Spark / Morpho), portfolio P&L, DEX quote aggregation, governance LLM summaries, sentiment, and a multi-call bundle

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Flow MCP Server

MCP-Mirror

Mirror of

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Bitrefill MCP Server

MCP-Mirror

Mirror of

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SD

Spec-Driven Development MCP Server

formulahendry

Spec-Driven Development MCP Server, no just Vibe Coding

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fish-speech-mcp

demon24ru

An MCP server for text-to-speech synthesis (TTS) for LLMs.

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StackSwap — B2B GTM stack intelligence (hosted, Streamable HTTP, 17 tools)

StonesofCreation

Hosted MCP server with 17 tools for B2B SaaS GTM stack research — search, compare, audit, buyer questions, renewal playbooks. Docs + schemas + example client for stackswap.ai/api/mcp.

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web-monitor-mcp-safepoint

co0ontty

The mcp server for safepoint web monitor

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MCP-SERVER-GENE

WangshanluL

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Oculo

xidik12

AI-powered native browser with built-in MCP server. 7 tools for browser automation — navigate, click, fill forms, extract data, run pipelines. ~30 tokens per page description vs 25,000 for DOM snapshots. macOS Apple Silicon. MIT licensed.

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dice-mcp-server

kei0440

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OpenMCPSever

chgaowei

Open source for MCP server

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MiSTerClaw

catallo

MCP remote control for MiSTer-FPGA. Launch games, search ROMs, take screenshots, auto-discover 70+ systems, manage Tailscale VPN. Written in Go, zero dependencies.

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bio-mcp-servers

kleonai

A compilation for all the available bio agent

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Formester

formester

Gives AI agents access to Formester form submissions - read, search, update, and extract content from file attachments.

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MEXC MCP Server

RyanLisse

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Storyblok Mcp Server

Kiran1689

The Storyblok MCP server enables your AI assistants to directly access and manage your Storyblok spaces, stories, components, assets, workflows, and more.

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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.