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.
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.
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.
samihalawa
DivyanshKushwaha
diegobit
SImple MCP server to manage your aranet4 device and local db.
sF1nX
MCP adapter for x402station.io — infrastructure for x402 agentic
zaki-yama-labs
m0r6aN
Dockerized MCP servers for portability
Anthropic
Control Google Chrome browser tabs, windows, and navigation
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.
omni-ai-nodes
omni ai mcp server dev desktop app
shiyi25928988
establish ssh connection and send shell command or file to target linux server.
MCP-Mirror
Mirror of
ajfrai
MCP server for creating QR business cards via AI assistants. No API key required.
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
entrepeneur4lyf
A library for indexing code repositories using Tree-sitter Stack Graphs, designed to be used in MCP servers and other tools.
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
kentwalters
6digit-studio
General purpose MCP-server for 6digit studio
crazyrabbitLTC
A morpho server for the model context protocol
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
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
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.
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
mwaraic
Library Genesis MCP server
tjni
Packages https://github.com/github/github-mcp-server as wheels
crisschan
floor-licker
MCP Server for the Sargoth Mermaid Editor API
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.
caict-4iot-dev
A Model Context Protocol server provides access to the Xinghuo BIF Blockchain Test Network
sanguk-mzd
helixbox
Public docs, examples, and agent-readable integration guides for PubFi's agent-native crypto data layer.
a6b8
A modular framework for building, validating, and testing REST API routes using declarative schemas and zod interfaces.
Arkyapatwa
MCP Server for Google Calendar API
syncable-dev
Memtrace — Structural Memory for AI Coding Agents
Anansitrading
A lightweight MCP server implementation for accessing OpenAI's o3 model via Poe API
amilz
A TypeScript MCP Server for interacting with Hevy Workout App in LLMs
elizabethtrykin
MCP server for 8sleep
azeemkafridi
jujiale
1111
dbsxortime
yukimaterrace
MCP Server for TODO Management System
kousthubha-sky
andrewhuang427
Add mcp servers to vercel's open source ai chat
JayArrowz
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
devendershekhawat
API component for mcpspinner - unified access to MCP servers with a single API key
junter1989k-ai
firattamur
A simple showcase for MCP Servers with Spotify
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
Varshith-JV-1410
Reculi
try
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](
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).
WhileBug
yangbuyiya
caok
flux image generation mcp server
mcp-agents
MCP Server Package
roblox
Allows controlling Roblox Studio from MCP clients.
futuresearch
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.