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.
MCP-Mirror
Mirror of
maneeshmkp
A full-stack backend application system built with FastAPI and SQLAlchemy to manage travel itineraries. Supports creating/viewing itineraries with day-wise hotels, transfers, and activities. Includes an MCP server that recommends itineraries (2–8 nights) for Phuket and Krabi. Fea
microsoft
byronwade
Prevents your AI from breaking code by revealing hidden file dependencies through git forensics.
apolocine
1 MCP server, 13 databases, zero config. Connect AI agents to PostgreSQL, MySQL, MongoDB, SQLite, Oracle, SQL Server, DB2, SAP HANA, MariaDB, CockroachDB, Cloud Spanner, HSQLDB, Sybase. 15 tools per entity + 4 AI prompts. Auth + RBAC included. 11 transports: REST, GraphQL
joao-santillo
Servidor MCP que busca documentação mais atualizada de tools
kazuhideoki
HazloPosible
Search and discover volunteer opportunities across Spain via hacesfalta.org. Filter by province, category, schedule, age group and more. Each result links to the sign-up page on hacesfalta.org.
SheldonFat
wenhaozhao
multi-mcp-tools
hanzili
washyu
Ansible MCP Server for intelligent infrastructure management
FabianGenell
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 ServiceNow (beta)](https://www.cdata.com/download/download.aspx?sku=BNZK-V&type=beta).
Zawad99
MCP server for Google Calendar integration with AI assistants
Shmuelmb
A Model Context Protocol (MCP) server that provides access to the Israeli transport api.
junter1989k-ai
Accept payments in Taiwan (TWD) and issue Taiwan government e-invoices from any AI agent. Aggregates ECPay and NewebPay behind one tool set. Stateless BYO-credentials design - never holds funds. Zero-setup demo via ECPay's official sandbox. Remote endpoint: https://mcp.wishpool.a
apifyforge
Regulatory arbitrage detection and beneficial ownership tracing for AI agents via the Model Context Protocol.
viaonboard
AI-native customer onboarding: live projects, KPIs, tasks, and emails with Onboard MCP. Connect Onboard to Claude or any MCP-compatible AI client to seamlessly surface blocked tasks, draft customer emails, monitor KPIs, and take action—right from your AI workspace. Access 27+ pur
DotNaos
OutlitAI
Outlit gives agents real-time customer understanding to automate customer operations through a hosted remote MCP server.
qihaze123
Confluence MCP server for Cloud/Server/Data Center. Supports whoami, search, raw CQL, create and update page.
trustasia-com
The MySSL MCP Server
zhorex02
Generate professional invoices, receipts, quotes, proposals, SOWs, delivery notes, and credit notes as PDF from Claude, Cursor, or any AI assistant. Multi-currency (EUR/USD/GBP), bilingual (EN/ES), AI-enhanced proposals.
gbrigandi
nihal1294
A Python CLI tool that generates a basic Node.js/TypeScript MCP server from an OpenAPI v3 spec (JSON/YAML), mapping each operation to an MCP tool.
csainath0210
A sample Model Context Protocol (MCP) server for movie database interactions. Built with TypeScript, Express, and the MCP SDK, it enables AI agents to search and discover films, actors, and directors through standardized tools and resources.
AgileLuminary
Agile Luminary: Bring Order to Your Vibes
redf0x1
OctagonAI
The Octagon Financial Statements MCP server provides specialized AI-powered financial statement analysis capabilities by integrating with advanced financial analysis agents. Covers over 8,000 public companies with comprehensive analysis of income statements, balance sheets, cash
augiemazza
VARRD is the Cursor for trading — an AI-native quant research engine that turns domain knowledge into statistically validated trading edges. Describe any idea in plain English, and VARRD loads real market data, builds the pattern, and runs institutional-grade statistical tests to
Abdssamie
Curated lists of mcp servers to use with ai agents or claude desktop
Msparihar
Right-Reasons
Structured business ontology giving AI agents deterministic access to institutional reasoning — 18 MCP tools, Dolt backend, 0% → 100% "why?" recall vs Markdown+RAG.
alexhannaonline
An MCP server that gives AI assistants full access to OmniFocus via Omni Automation. 41 tools for tasks, projects, folders, tags, subtask hierarchies, notifications, attachments, analytics, and data export.
August1996
AKShare 是基于 Python 的财经数据接口库,目的是实现对股票、期货、期权、基金、外汇、债券、指数、加密货币等金融产品的基本面数据、实时和历史行情数据、衍生数据从数据采集、数据清洗到数据落地的一套工具,主要用于学术研究目的。
FalkorDB
mingdaocloud
HAP (Super Application Platform) is developed by Mingdao( https://www.mingdao.com )The launched APaaS platform helps you build enterprise level applications quickly without coding. This is HAP's MCP (Model Context Protocol) server, used for seamless integration of AI. It enables
HawkEyeTheRapper
safiyu
Local Brain/Hands/Eyes loop for AI coding agents. Persistent markdown knowledge vault with FTS5 search, sandboxed command execution via project-defined tools, and a feedback journal that compounds every session. 46 MCP tools. 100% local, 0% egress.
ihrpr
MCP server for Jupyter Notebooks and JupyterLab
uteLar
test
Mays-JL
LaubPlusCo
Model Context Protocol (MCP) server that enables CRUD operations on a WebDAV endpoint with basic authentication.
Luke Stahl
Exposes Solar's component registry as MCP tools — agents can discover, inspect, and validate components at runtime
bradleygolden
kranners
MCP server for retrieving recent activity across a number of platforms
abhinavchoubey2000
A Model Context Protocol server implementation for GitHub integration
stunt-double
Deploy AI user personas to validate user journeys at scale. Find UX friction before real users do.
vipink1203
AWS Athena MCP Server
david-ruffin
Natural Language SQL Chat Interface using MCP SQL Server
federicogarciav
An MCP server that brings the power of Genius into your AI assistant.
KYBvWHxW
High-performance Manchu-Chinese translation server implementing the Model Context Protocol (MCP)
gillisandrew
StructureIntelligence
Deploy and monetize agent-built apps from one MCP. Ship a full-stack app (login, database, usage billing) with one command, then charge the signed-in end user per API call via X-Settle-Payer: end-user-pays, the user wallet pays cost x markup and the app owner earns the markup. Wo
MCP-Mirror
Mirror of
Machine-To-Machine
jongall45
VC follow intelligence for AI agents. Track what top investors follow on X — detect new follows, convergence signals, and trending companies before they're announced.
KeisukeKudo
プログラミング未経験のメンバー向けに行ったハンズオン資料です
pipeworx-io
Live data for AI — SEC filings, economics, FDA, patents, weather, markets, and more, with citations. One connector, 3,300+ tools across 750+ sources.
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.