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.
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
hongthana
Build a Simple MCP Server
MCP-Mirror
Mirror of
siweina
Local tools for Chinese novel authors: chapter statistics, continuity checks, plot tracking, style analysis and offline search.
PredictabilityAtScale
smallhandsome
MCP Server that gives AI agents eyes. Screenshot any webpage, render HTML/CSS to images. One command setup for Claude Code, Cursor, and Claude Desktop. Free 30+30/month.ShotAPI - Give AI Agents Eyes. MCP Server for web screenshots and HTML rendering. 3 tools: screenshot_one_liner
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 QuickBooks Time (beta): https://www.cdata.com/download/download.aspx?sku=HCZK-V&type=beta
nullary-ai
Nullary is a hosted MCP server that lets AI agents query measured negative results from drug discovery: inactive compounds, failed selectivity panels, terminated clinical trials, failed CRISPR screens, antibody developability failures, and more — each result carrying full provena
dsimile
mcp-neo4j-server-sse-java is an MCP server implemented by Java using SSE (Server-Sent Events) server transport or STDIO transport as the transport protocol.
qiutian00
junter1989k-ai
jcdiv47
Agentberg
Agent-to-agent knowledge exchange for trading intelligence. Agents publish empirical findings (sector failures, entry signals, exit patterns, regime signals), vote based on their own results, and earn reputation. Quality
junter1989k-ai
mrgulshanyadav
Full email marketing platform for AI assistants — 32 MCP tools for campaigns, contacts, automations, A/B testing, AI subject line generation, multi-channel messaging (email + WhatsApp + push), deliverability monitoring, DMARC health checks, ecommerce revenue attribution, and adva
MCP-Mirror
Mirror of
junter1989k-ai
Albiemark
working Dropbox MCP server for cursor .47 using simple variable and a simple wrapper
Buidl-Land
ni-shiliu
beepboop2025
The grounding check agents run before they answer: verdicts with confidence scores and cited sources.
arjunkmrm
MCP server to access Singapore's LTA data
tomkingchen
ShiftinBits
Your AI agents don't understand your codebase. Upgrade from text search to code understanding.
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。
LesterHoly
unitedideas
Read current CMS pending first-time Medicare enrollment data for behavioral-health NPIs through a read-only, no-key MCP tool. Returns a validated 10-row preview, snapshot dates, national and state counts, methodology, an
gahoccode
The unofficial MCP server for the vnstock package, designed and tested for Claude Desktop
catherinedparnell
An MCP server to interface with Finnhub API.
hewenyu
一部分mcp 服务自动打包
mcpware
Claude Code session organizer — dashboard MCP server to manage, search, archive and organize your Claude Code conversations and projects.
drivly
viv515co
My Supergate MCP Server
aghonem1
Repository created using GitHub MCP server
phillipdupuis
ihorponom
Agentpack is a local-first continuity layer for AI coding agents. It stores reviewed task state inside a repo-local .agentpack/ ledger so Codex, Claude Code, Cursor, Claude Desktop, and other MCP clients can resume work without rebuilding context from chat history.
SadineniAbhi
This project creates a LangGraph assistant using tool-calling supported by LLM, integrated with a local WhatsApp Mcp server for context-aware message automation.
matiosera3-ops
AI agent access to on-chain DeFi data: wallet balances, Aave v3 positions, token prices via Chainlink. No centralized API.
felores
Efficient implementation of the Google Drive MCP server
JewelreyBoxAI
GHL MCP server to GHL Demo Sub Account
soapko
A lightweight, local server designed to support agile task workflows within AI coding environments using the Model Context Protocol (MCP).
ngomis-com
Listmonk-MCP server is used as MCP server to use your Listmonk server.
apifyforge
Startup ecosystem intelligence for VC deal sourcing gives your AI assistant instant access to 8 public data sources — patents, GitHub activity, job postings, ArXiv research, tech stacks, corporate registries, and SaaS competitive data — all fused into a single structured deal mem
socraticsurge
Hindu almanac (panchangam) calculations as MCP tools: tithi, nakshatra, muhurta windows, 30+ named festivals, tarabalam good-day finding for up to four people, gochara transit verdicts, and a deterministic daily rasi phalalu. Swiss Ephemeris precision, every rule verified against
11Dai
sshahzaiib
MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI (agy) — purpose-built tools, model routing with fallback, session continuity, and output truncation to save Claude's context and tokens.
meridianmcp
Shared memory and coordination for AI coding sessions. Persistent sprint board, human-in-the-loop queue, and parallel session protection. Works with Claude Code, Cursor, Codex, and any MCP client.Shared memory and coordination for AI coding sessions. Persistent sprint board, huma
MCP-Mirror
Mirror of
refgrow
MCP server for managing affiliate and referral programs. Create programs, track referrals, manage affiliates, process conversions, and handle payouts — all through AI assistants like Claude, Cursor, and ChatGPT.
apetta
A high-performance Model Context Protocol (MCP) server for math-ing whilst vibing with LLMs. Built with Polars, Pandas, NumPy, SciPy, and SymPy for optimal calculation speed and comprehensive mathematical capabilities from basic arithmetic to advanced calculus and linear algebra.
apideck-libraries
One MCP server. 200+ apps. Zero context bloat.
Hcs66
sardonicfusa
ScaledMCP is a horizontally scalabled MCP and A2A Server. You know, for AI. a2a, ai, mcp, mcp-client, mcp-server
terraform-check-001
Created via custom MCP server
chinpeerapat
OpenAPI server for Smithery Registry, providing access to MCP servers
spencerhhubert
mcp server to run scripts on adobe illustrator
ssdeanx
ICS-cz
clariBI is an AI-powered business intelligence platform built for small and mid-sized SaaS, ecommerce, and operations teams. Instead of writing SQL or building dashboards manually, users ask questions in plain English ("what's our CAC by channel last quarter?") and the AI engine
Johnnybar
Ayush971107
otokawa-k
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.