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.
Discover awesome MCP servers.
manucr619
This is a Cloudflare Worker that serves as an MCP (Model Context Protocol) server for interacting with the Zerodha Kite Connect API.
Markusbetter
This MCP addresses the visual recognition limitations of text-based models by enabling accurate image description and identification, making it excellent for AI-assisted reference design interface analysis.
unaibamir
Give an AI agent access to your WordPress site without handing it the keys. It only does what you allow, and it's off until you turn it on.
Lumenore-Platform
A Model Context Protocol (MCP) server that provides AI assistants with access to Lumenore's analytics and natural language query capabilities. Built with FastMCP and Python 3.13 for scalable data analytics integration.
marino129
eliezedeck
A collection of tools designed to enhance AI-powered software development workflows, featuring Sidekick MCP server for process management and notifications.
SHENRUIYANG
Only a demo to show the possibility of MCP for SAP connection
MobAI-App
MCP (Model Context Protocol) server for MobAI (https://mobai.run) - AI-powered mobile device automation. This server enables AI coding assistants like Cursor, Windsurf, Cline, and other MCP-compatible tools to control Android and iOS devices, emulators, and simulators.
MaitreyaM
A resilient MCP server built with fastMCP for sending emails through Gmail's SMTP server using AI agents.
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 Presto (beta)](https://www.cdata.com/download/download.aspx?sku=ORZK-V&type=beta).
geekflare
Geekflare MCP server to scrape, search, screenshot, and run network tools.
Red-Panda-Dev
Read-only MCP server providing access to Belarusian securities data: tokens, shares, bonds, companies, ticker search, and company name or UNP search.
enzoemir1
AI-powered invoice automation for MCP. Create PDF invoices, predict late payments, auto-remind, and track cash flow.
21520894
doing something with MCP server
degenlegion-com
Cryptographic identity verification for AI agents — verify on-chain seals, validate Ed25519 signatures, and gate high-risk actions with human-signed approvals.
kriuchkov
This MCP Server allows you to interact with the TON Blockchain
tgf-between-your-legs
Structured Decision Optimization Framework (SDOF) MCP Server - Next-generation knowledge management with 5-phase optimization workflow
tianchiguaixia
Hashim9184
iuill
任意URLまたはテキストをグラレコ化するMCP Server
Br0ski777
rebrandly
MCP Server Rebrandly API
r0d8lsh0p
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Server Tools served as Data Vending Machines (DVM) over the Nostr network.
kevinixz
prueba
davidhariri
I built this to give my AI assistants the latest information on model performance benchmarks provided by https://artificialanalysis.ai to make informed decisions on model choice.
comet-ml
poolside-ventures
This MCP server connects AI assistants (like Claude, ChatGPT, and others that support MCP) to your Meet.bot account, allowing them to schedule meetings on your behalf. Instead of manually copying booking links or checking your calendar, you can simply ask your AI assistant to "sc
davidmosiah
tanjibpa
huangjien
A DevOps MCP server, python implementation, release in docker mode.
vincentf305
MCP server for connecting Claude Desktop to Ollama LLM server
leo-guinan
zhangzhongnan928
MCP server for generating Coinbase Commerce payment links
1aleksa
MCP server for the Hansatic packing API — truck & container load optimization for AI agents. Returns physically valid layouts with LDM, linear feet and pallet positions.
scheduleonce
tuzumkuru
A centrally-deployed MCP server for Redmine with OAuth 2.0 authentication. An administrator deploys it once; users connect by authorizing through Redmine — no API keys or per-user setup required. Built with FastMCP 3.
alimo7amed93
FastMCP server for managing and testing webhooks via webhook-test.com API
infinitimeless
A Model Control Protocol (MCP) server for exploring and accessing Radio France podcasts and audio content.
hubinoretros
Advanced cognitive thinking MCP server with DAG-based thought graph, multiple reasoning strategies, metacognition, and self-evaluation.
BVStecnologia
Coleção de servidores MCP (Model Context Protocol) para integração com diferentes APIs
keval17-wq
Server code for MCP
kerongon
footuser
传入图片的url,利用二阶段方式,识别并检测图片中二维码的位置和内容(Pass in the URL of the image and use a two-stage method to identify and detect the location and content of the QR code in the image.)
ColinHughes2121
Omnicall is a keyless, pay-per-call AI gateway for agents and OpenClaw. One OpenAI-compatible endpoint gives access to 248 LLMs (GPT, Claude, Gemini, Grok, DeepSeek, Llama, Qwen, Mistral) plus image, video, voice and music generation, and live crypto, DeFi, markets, web-search an
pangahn
bluetieroperations-create
A single `forecast` tool your agent calls before any irreversible action (send money, run SQL, delete data, post content). Returns a risk score (0–100), a reversibility class, named red flags from 28 failure modes, and a gate: proceed / confirm / human-required.
aeon-seraph
Msparihar
MCP-Mirror
Mirror of
dekaffe
Quickstart mcp for server developer
bencium
Agents are taking over execution. When they write copy, generate visuals, or adapt messaging, they need structured brand knowledge — not PDFs and guesswork. brandguide/AI is the policy layer that makes agents brand-compatible by default.
SelfMemory
It is a open-source universal memory engine where users can store and retrieve their AI conversations and context across different models. Users can add memories through MCP, SDK, or a website selfmemory.com Over time, this will evolve into a one-stop memory hub with note-taking
dchkang83
sinco-lab
An EVM interaction service based on Model Context Protocol (MCP)
CryptoAPIs-io
duriantaco
Dead code detection, security scanning, and code quality analysis for Python, TypeScript, and Go. 98% recall with 3x fewer false positives than Vulture. 5 tools: analyze, security_scan, quality_check, secrets_scan, remediate. AI-powered auto-fix agent.
ssdeanx
MCP Deep Research Server using Gemini creating a Research AI Agent
n0r1h
w2pwinlinux
mcp-server-presupuesto-mysql1
wizcas
A simple MCP server that provides weather info
Common questions about MCP servers, tools, and integrations
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.
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.
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.
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.
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.
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.