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.
MCP Servers
Discover awesome MCP servers.
All
Gitscrum Studio Mcp Server
gitscrum-core
GitScrum Studio MCP server for AI-powered project management. 29 tools covering tasks, sprints, time tracking, invoicing, proposals, client workflows, analytics, standups, wikis, and discussions. Supports 160+ operations with built-in OAuth device flow authentication.
Other
J(
Jerome7 (Shipping fitness agent)
odominguez7
7 minutes a day. An act of love. Jerome7 is an AI-powered fitness accountability system with 6 MCP tools: daily session generation, streak tracking, smart nudges, pod matching, and more. Works autonomously inside Claude Desktop, OpenClaw, ZeroClaw, or any MCP compatible agent. Fr
AI & Agents
A
AGHIST
Archiv-fur-Agrargeschichte
AGHIST is the search portal for agricultural, food and environmental history. It is run by the Archive of Rural History (ARH) in Bern (CH) and provides direct access to online resources (films, photographs and written sources, as well as catalogue data of archive collections, aca
Other
MySSL MCP Server
trustasia-com
The MySSL MCP Server
Other
Model Context Protocol (MCP) Tutorial
rams1987
A comprehensive guide to Model Context Protocol (MCP) servers, installation, and usage with Cursor and Smithery.
Other
Dingtalk MCP
open-dingtalk
钉钉OpenAPI MCP Server.
Other
My Mcp Server Example
Franco-yvr
Other
S
Simpleweatherforecastserver
cluster3115
If you are a Platform Reviewer:
Other
MCP-Wikipedia-API-Server
Rishavv007
A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok.
Developer Tools
Napier - configure MCP directly from prompts.
va99
Napier helps you install MCP servers from prompt.
Other
mcp-server-customer-db
Marcelixoo
Experiment with MCP for an internal customer database
Data & Analytics
Azure Data Explorer MCP Server
MCP-Mirror
Mirror of
Data & Analytics
MR
Meditation Recommender
seanmillionaire
Other
LM
LogBook MCP
cocaxcode
Developer logbook as an MCP server. Notes, TODOs, reminders, and code TODOs — all queryable with natural language. SQLite-powered, zero config, zero AI costs. Auto-detects your project, supports recurring reminders, full-text search (FTS5), and batch operations.
Developer Tools
Adextract Mcp Server
ad-vertly
Adextract Mcp Server
Media & Design
PicGo Uploader MCP Server
veithly
An MCP (Model Context Protocol) server that allows interaction with a running PicGo application to upload images.
Other
trello-mcp-server-python
alextotheroh
Other
mock-data-mcp
rhitune2
MCP server that generates mock data.
Data & Analytics
Code Sandbox MCP 🐳
insecurepla
An MCP server to create secure code sandbox environment for executing code within Docker containers. This MCP server provides AI applications with a safe and isolated environment for running code while maintaining security through containerization.
Developer Tools
FetchGate
MoAz06
The agent only answers from a page it actually read.
Other
🧠 Advanced MCP Server Setup with
sidhyaashu
Advanced MCP Server Setup with uv, llama-index, ollama, and Cursor IDE
AI & Agents
MCP-Wikipedia-API-Server
Rishavv007
A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok.
Developer Tools
mcp-servers
stefanstranger
Repository for Model Context Protocol Servers
Other
mcp_server_test
jomejia23
Developer Tools
📝 notepad-server MCP Server
GuoAccount
Notes server based on TypeScript implementation of the MCP protocol, providing functions for adding, removing, and updating notes, and supporting integration with Claude Desktop.基于 TypeScript 实现的 MCP 协议笔记服务器,提供笔记的添加、删除、更新等功能,支持与 Claude Desktop 集成。
Other
AM
Allen Mcp
TracyDYN
Other
PD
Page Design Guide Mcp Server
chihebnabil
An MCP (Model Context Protocol) server that provides design guidance to help LLMs generate better, more modern web pages. This server focuses on teaching design principles and best practices rather than providing code templates.
Media & Design
Model Context Protocol servers
aswinthulasir
All MCP servers including brave can be connected
Other
sova
The0wlGuy
TypeScript framework for building MCP servers
Other
SAAGA MCP Servers
SAGAAIDEV
Other
Snowflake Cube Server
MCP-Mirror
Mirror of
Databases
Ticket Tailor API Integration
shakermakerk
Developer Tools
🌐 MCP Agents
CodeWithHarshAI
MCP Agents is an AI-powered browser automation tool that lets you interact with websites using natural language. Built with Streamlit, OpenAI, and Puppeteer via the Model Context Protocol (MCP), it supports multi-step navigation, interaction, and content extraction—all with simpl
Browser Automation
HubSpot MCP Server
KaranThink41
Repository Name: hubspot-mcp-summary Repository Description: A Model Context Protocol (MCP) server for managing shared summaries in HubSpot. This project integrates with HubSpot's CRM to create, update, delete, and fetch summary records (stored as Note engagements) through a unif
Data & Analytics
Chain of Thought MCP Server
beverm2391
An mcp server to inject raw chain of thought tokens from a reasoning model.
Other
Datpaq (com.datpaq/datpaq)
datpaq
DATPAQ exposes 34 production data & utility APIs through one hosted MCP endpoint. Give any MCP client access to IP geolocation & intelligence, DNS / WHOIS / MX / domain lookups, email & phone validation, currency exchange rates, precious metals, aircraft & VIN lookups, web scrapi
MCP Server for Spinnaker
dion-hagan
MCP Server for Spinnaker integrations.
Other
FindRepo MCP Server
gnosis23
A mcp server application for analyzing code repositories.
Other
oci-mcp-server
rohit1223
MCP server for OCI resources
Other
FC
Fw Context Mcp
turbyho
fw-context builds a compiler-accurate semantic index of your C/C++ firmware from
wlj_mcp_server
micheal10xyz
Other
Building a Remote MCP Server on Cloudflare (Without Auth)
zackgilbert
Developer Tools
RpaMcpServer
ai4cloud
Other
Clojars MCP Server
Bigsy
A Model Context Protocol (MCP) server that provides tools for fetching dependency information from Clojars, the Clojure community's artifact repository.
Other
VM
Vim MCP Server
breggles
An MCP server for driving Vim. Connect your coding agent to show you changed files in Vim, or get it to advise you on the code in your open buffers. Can also set your quickfix/location list to direct you to multiple points in your code.
Other
Scientific Fraud Detection
apifyforge
Scientific fraud detection as a live MCP server — screen any research topic, author, or paper for statistical fabrication, p-hacking, publication bias, citation manipulation, data duplication, causal contamination, and HARKing using 8 forensic tools backed by 16 real-time academi
Data & Analytics
iNavi
inavi-systems
MCP server for iNavi Maps (Korea's map & navigation platform) — serves iNavi Maps API specs and ready-to-use map visualization templates to AI assistants.
Developer Tools
Design System MCP Server
pglevy
A proof-of-concept for publish design system guidance and code snippets as an MCP server for usage with LLMs
Media & Design
FM
Fitbit Mcp Unofficial
davidmosiah
Other
MCP-Browse
tylergannon
An MCP Server that gives the LLM some basic browsing capabilities
Other
Areacode.fyi Mcp Server
riv-lc
North American NANP area-code and phone-number intelligence for AI agents: area-code lookup, NANP validation, local time, city/state/province coverage, overlays, scam/spoofing context, and block-allocation carrier metadata backed by areacode.fyi.
Other
N—
Nobulex — Proof-of-Behavior Compliance Server
arian-gogani
Pre-execution enforcement and tamper-evident audit trails for AI agents. Hash-chained action logs, Ed25519 signatures, covenant policy language. EU AI Act Article 12 ready. Works with Claude Desktop, Cursor, VS Code.
Developer Tools
Alpaca MCP Server
berlinbra
MCP Server for Alpaca Crypto API
Other
Weather MCP Server
dsomel21
Example of creating MCP server
Media & Design
PM
Policylayer MCP Registry
PolicyLayer
The MCP server that vets MCP servers. Connect your agent to the PolicyLayer registry and check any MCP server's identity, risk grade, auth posture and tool classifications before installing it. Free single-server lookups over 32,500+ published servers and 515,000+ classified tool
PM
Phonepi Mcp
priyankark
Other
Slidestorm
ewantindale
Other
usgs-quakes-mcp
blake365
An MCP server for querying the USGS Earthquake API with natural language
Other
iggy-mcp-server MCP Server
MaxParisotto
Other
MCP Servers Hub
MCP-Mirror
Mirror of
Other
Frequently asked questions
Common questions about MCP servers, tools, and integrations
How do I install an MCP server?
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.
Are MCP servers free to use?
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.
What is the difference between local and remote MCP servers?
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.
Which AI clients can connect to MCP servers?
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.
How can I evaluate whether an MCP server is safe and reliable?
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.