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.
joisun
MCP-Mirror
Mirror of
kartikpatpatwingify
MCP (Model Context Protocol) server for Bitbucket Server Pull Request management
koki-develop
自分用
krdn
Docker 기반 MCP 서버
muckitymuck
Wolido
Connect Claude Desktop, Cursor, Cline to the OpenAaaS scientific Agent network. Discover remote research services, submit tasks with file uploads, and retrieve results — all without moving your data. Supports multi-server configuration and 14 built-in tools.
ChrisNoronha
AashishPalSingh
ocuil
cedrazgabriel
KhryptorGraphics
MCP server for Google Calendar integration
Abdssamie
Curated lists of mcp servers to use with ai agents or claude desktop
FixingPixels
Test repository for Aegis Framework integration with GitHub features and MCP server
scriptstar
"Data Engineering Tutor," providing personalized updates about Data Engineering concepts, patterns, and technologies to a connected AI client.
xiaolai
One brain, many arms. Spawn multiple specialized Codex agents as MCP servers via the OpenAI Codex SDK. Each instance gets its own model, sandbox, effort, and personality.
burakdirin
An MCP server implementation that enables Claude AI to interact with Clickhouse databases.
folathecoder
Search millions of job listings across 12 countries including the US, UK, Germany, France, Australia, Canada, and India, with powerful filters for keywords, location, salary range, and job type.
AndrewJDawes
calypso-so
Launch a hosted Gemini File Search true multimodal RAG layer that answers from your PDFs, docs, screenshots, charts, diagrams, help center, FAQs, and images with citations people can verify.
WindoC
This project provides a simple yet powerful OCR (Optical Character Recognition) service through a FastMCP server, leveraging the capabilities of the Google Gemini API. It allows you to extract text from images either by providing a file path or a base64 encoded string.
swapnil-saal
AgentOps-AI
The AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.
ajramos
Enhanced MCP server for Google Workspace with Google Meet integration and bug fixes
Noeli14
Fast and super efficient Minecraft Server written in C++
junter1989k-ai
Send Swedish Peppol e-invoices (e-faktura) via your Storecove account — check recipient by organisationsnummer, send, evidence
dalebertrand
MCP server with SEO tools
just-an-oldsalt
29 MCP tools across reads (mail_list, mail_search, mail_read, labels_list, …) and writes (mail_send, mail_reply, mail_move, labels_create, mail_draft_*, …). Every write tool is gated by a YAML policy engine + Touch ID approval; every tool call writes a redacted row to a local aud
Caplia-Tech
Caplia is an MCP server for venture-capital pitch-deck scoring and deal-flow management. AI agents — Claude Desktop, Cursor, ChatGPT, Windsurf, or any MCP client — submit pitch decks, get back CRI (Caplia Readiness Index) quality scores plus thesis-fit scores, list companies in t
Anticom
aegntic
AegnticMCP automates the creation and management of MCP servers, ensuring they are stable, adaptable, and intelligent.
renfangjun
用于图片搜索
xhiroga
Your AI-assisted mentor for Blender.
zerhal
Free SEO audit MCP server. Analyze meta tags, headings, broken links, robots.txt, and competitor pages directly from Claude, Cursor, or Windsurf. No API key needed.
syedzubairalam1
chaser164
Schedule, retrieve, and delete SendGrid cron jobs using natural language commands. Manage your email sends effortlessly through an LLM interface with timezone-aware capabilities. Super-charge a reminder suite of your own with scheduled emails to yourself.
xxradar
A test repository created using the GitHub MCP server
Mineru98
junter1989k-ai
Send Dutch Peppol e-invoices (e-factuur) via your Storecove account — check recipient by KVK, send, delivery evidence
qingtianyu
mcp server
railsblueprint
MCP-Mirror
Mirror of
q-maze
AarnoStormborn
Simple MCP Server implemented using Anthropic's MCP SDK
devhelmhq
MCP server for uptime monitoring, incident management, alerting, and dependency status tracking. Gives AI agents tools to create and manage HTTP/DNS/TCP/ICMP monitors, handle incidents, configure alert channels, and query third-party service health.
michaelpeterswa
mcp server for the wsdot api
ib
Options trading intelligence platform with dual-strategy portfolio management (momentum + income). 10 MCP tools for market data, options screening, risk analysis, position sizing, and premium trading scans.
gavinHuang
expose python package yt-dlp as mcp
apifyforge
Food safety supply chain intelligence via the Model Context Protocol — giving AI assistants direct access to FDA recalls, adverse event reports, supplier hygiene ratings, ingredient trade flows, contamination pathways, and seasonal risk projections.
masseater
mcp server for esa.io
jefersonprimer
raullenchai
jeff-nasseri
Helm MCP provides a bridge between AI assistants and the Helm package manager for Kubernetes. It allows AI assistants to interact with Helm through natural language requests, executing commands like installing charts, managing repositories, and more.
Joseph19820124
A GitHub MCP server demo with create repository functionality
coolkidy
latest mcp servers available.
Maliksidk19
MCPBus
k8s server for MCP
zhitongblog
The terminal AI agents can drive: a cross-platform desktop terminal (macOS/Linux/Windows, MIT) that runs a local MCP server. Spawn tabs/panes, run commands with structured output, read screens and full scrollback, take scrolling screenshots, record sessions with secret redaction,
stefanstranger
Repository for Model Context Protocol Servers
Danejw
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.