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.
Aakash356A
Analyze your porfolio
rephelper-ai
REP Helper MCP Server
argosvix
Observability MCP server for AI agents - 87 tools to query LLM cost/errors/latency and operate alerts, budgets, evals from Claude/Cursor
webaesbyamin
Cryptographic accountability for AI agents. Ed25519-signed receipts for every MCP tool call — constraints, chains, AI judgment, invoicing, local dashboard.
spre-sre
AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.
lemonhall
pushplus
使用Java开发的pushplus MCP Server。
mrquangthai278
akshatbindal
RGGH
Rust MCP Server
Maxbleu
MCP server for F1 Analysis API
yaxhpal
These are MCP servers which I have implemented. Feel free to utilize them if you need.
leszini
Spoken-mcp is a voice interface for the Claude Desktop app. It consists of two components: an MCP TTS server that lets Claude speak responses aloud via ElevenLabs, and an STT companion app that transcribes your speech and pastes it into Claude's input field. Supports three input
BRDEV1990
First Dutch AI-native energy comparison platform with MCP support. Calculate annual energy costs, compare contracts from all Dutch suppliers, get real-time EPEX dynamic prices, calculate solar panel net metering benefits, and get supplier ratings. Built for Claude and other AI as
adam-paterson
MCP Crew AI Server is a lightweight Python-based server designed to run, manage and create CrewAI workflows.
alexboissAV
Artefact MCP Server gives Claude, Cursor, and Windsurf access to three methodology-driven revenue intelligence tools built on real B2B consulting engagements.
katzByte007
h7ml
java-mcp-server
Prashant-Kamboj
Learning how to create MCP server in node js
bossjones
aeon-seraph
cthuaung
doer0312
Statically inspect and diagnose ROS 2 workspaces with AI agents—locally, safely, and without installing ROS.
DimonSmart
Local MCP server demo
Laith0003
A deterministic, offline design-intelligence engine for AI coding tools. Replaces improvised UI generation with structured constraints plus a rule-based anti-AI-slop linter. Ships as a Claude Code plugin, a Python package, an MCP server (18 tools), and a 17-IDE installer.
zacharyelston
A Model Context Protocol (MCP) server that enables AI assistants to interact with Redmine for focused and transparent project management.
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 Greenhouse (beta): https://www.cdata.com/download/download.aspx?sku=PGZK-V&type=beta
derisk-ai
DevOps MCP Servers
OmniSocKit
Turn your AI into a social platform development expert. 41 WeCom (Enterprise WeChat) AI SKILLs with 550+ API endpoints. Zero config, zero risk — knowledge delivery only.
hungry557
AnyContext-ai
Thingsboard MCP Server for using Thingsboard Data as context in LLM tools
MCP-Mirror
Mirror of
Nicolaas0411
MCP server for the Investec Private Banking API
a-s-g93
A short demo of the Neo4j Memory MCP server.
ofershap
danisss9
A Model Context Protocol (MCP) server that enables AI applications to search for music tracks and manage playlists using the official Spotify Web API.
Glareone
Model Context Protocol Servers written in different languages by me to use along with Claude, Cursor, and other apps
sufy-dev
webueye
umitkavala
Persistent project memory for LLMs. Never re-explain your project again.
danilo-leal
A Zed extension for the Resend MCP.
jlmelis
MCP server for easily opening code3 projects in either VS Code or Visual Studio
Brano80
Connect any AI agent to M3X, the private matching protocol for agent-to-agent deal flow. Agents post structured intents, M3X semantically matches them, and identity is only revealed after both sides accept. No public browse, no scraped data.
1pone
这是一个用于获取 Jira 需求信息的 MCP 服务器,基于当前 Git 分支名自动获取对应的 Jira 需求详情。
billycougz
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 BusinessObjects BI (beta): https://www.cdata.com/download/download.aspx?sku=GJZK-V&type=beta
EfrainTorres
shreyyzsh
learning-focused project that connects the Claude desktop app to the US NWS API using a custom protocol, injecting real-time weather data into Claude’s context.
Nohyunjin
Laiye-ADP
ADP integrates Vision-Language Models (VLM), Large Language Models (LLM) and autonomous agent decision-making technologies. It reshapes traditional document processing by transforming conventional rule-based field extraction into goal-driven end-to-end intelligent automation. Foc
Swwyymm
MCP server for Averra Extract — URL to Markdown API for AI pipelines. Published to npm as @averra/extract-mcp.
gotalab
HappyPathway
vrknetha
Bridge package enabling seamless integration between Model Context Protocol (MCP) servers and AI SDK tools. Supports multiple server types, real-time communication, and TypeScript.
achrafhardizi
MCP server that manages Google Drive
ai4cloud
apifyforge
Healthcare provider credentialing is your first line of defense against fraud, exclusions, and liability.
stevysmith
Publish HTML to a private, unguessable URL from any MCP client. Gate by password or email domain; replace in place.
Evil-Bane
ayushbaunthiyal
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.