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.
alfork
Subhashnaidudulla
OpenStreetMap MCP Server Implementation
npmjs
Redfin Real Estate MCP Server
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 Couchbase (beta)](https://www.cdata.com/download/download.aspx?sku=CKZK-V&type=beta).
catherinedparnell
An MCP server to interface with Finnhub API.
Valyay
MCP transforms the Nanostores state layer from a collection of disparate files into a clear dependency map - enabling LLM and you to understand the architecture and helps spend less time mapping out dependencies and more time on actual architectural solutions especially in large
luis1232023
Stdio Mcp Server 转为 RestFul,轻松部署与 Web 服务集成, mcp gateway
EazyAl
Framework work Agents and MCP Server to contextualise biological knowledge
fourleafai
Job search and interview prep MCP. 11 tools spanning job discovery, role intelligence, practice question generation, resume scoring, comp benchmarks, and negotiation strategy. Cross-LLM via the hosted endpoint with OAuth 2.1.
marino129
vantage-meridian-group
Cross-channel CPG pricing intelligence — Amazon category benchmarks (percentile rank, trend, tier breakdown) for multi-channel brands selling on Amazon plus retail, DTC, or wholesale. Six tools across 800+ tracked products in Grocery, Health & Beauty, Household, and Pet Supplies
lgesuellip
nikitacometa
Persistent 4-layer memory (episodic, semantic, procedural, resource) backed by SQLite FTS5. Fact versioning, Snowball stemming (EN+RU), BM25 ranking. Zero-cloud, single-file database. 7 MCP tools.
Br0ski777
Convert Markdown to clean HTML -- headings, lists, code blocks, tables, links, images. Optional full document wrap. -- x402 micropayment API + MCP server for AI agents
Razee4315
The first MCP server for NetLogo, the most widely used agent-based modeling platform. Lets AI assistants create models with real interface widgets, run simulations and BehaviorSpace parameter sweeps, export world views as PNG, and safely run peer-reviewed models from the CoMSES N
PRODCHAPRO
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling
mako10k
Integrated Search MCP Server - Google Custom Search + Redmine API integration for AI assistants
carmelosammarco
A simple example in how to dockerise a python mcp server
kirvigen
Unofficial Notion MCP server built on Notion's private API (token_v2 cookie). Full read/write access to your entire Notion workspace — no integration token and no per-page sharing.
MCP-Mirror
Mirror of
kshetra-studio
AlekOmOm
huangjien
MCP server for DB2
rocnubie
Dkuaik
In this repository I want to create my personalized tools for llms
liyue201
kathayl
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.
Mechanicalgoat
jefferyleo
Official EzVerify MCP server. Let's Claude verifies emails, run bulk jobs, and check account stats directly from a conversation — no code required.
juergenkoller-software
fananly233
nikhilkichili
Advanced NBA odds tracking, betting analysis, and trivia MCP server for Claude Desktop with line movement detection and AI/ML game simulations
LogicRoomX
Real-time crypto data for AI assistants. Live price spreads between Binance and OKX, perpetual funding rates, Cash & Carry arbitrage yields, and exchange status. No API key required.
vvalkov1
MCP Server
wouhao
中文万年历 MCP 服务。支持公农历转换、二十四节气、法定节假日、黄历宜忌、八字五行、黄道吉日查询,共 9 个工具,直接接入 Claude/Cursor 使用。
shrishailwali
Softoft-Orga
A production-ready Model Context Protocol (MCP) server for Zammad, the open-source helpdesk and ticket system. It gives Claude, Cursor, and other MCP clients structured access to tickets, users, organizations, groups, and system metadata with configurable access control.
semihshn
Bu MCP sunucu projesinde, Craftgate’in ödeme listeleme aracı entegre edilmiştir. Bu araç sayesinde ödemeler sorgulanabilir ve ödemeler hakkında LLM (Large Language Model) desteğiyle analiz yapılabilir.
Meerkats-Ai
hatch-mcp-server
myownipgit
Tutorial on creating NDAs using eSignatures MCP Server
nikhilgy
This repository provides an MCP (Modular Command Platform) server for seamless interaction with all public QuickBooks APIs. It is designed to be integrated with Claude Desktop, enabling AI assistants to query, retrieve, and manipulate QuickBooks data programmatically.
iAbdelRahim
chat with a llm having access to a mcp server.
carhaix
One shared AI setup for your team. Stop losing prompts in chats and docs. Save one shared setup, tailor it for your team, and use it across ChatGPT, Codex, Claude, Figma, and more.
Draco-Cheng
AI_README MCP Server is a Model Context Protocol (MCP) server that helps AI assistants understand your project conventions through dedicated AI_README.md guide files. It automatically discovers, routes, and manages these files so AI can generate consistent, high-quality code that
ayush-3006
Repository for MCP (Master Control Program) server implementation and documentation
pedro2s
jgamblin
An MCP Server for Cisco Vulnerability Management VI+ API
valuein
Institutional-grade SEC financial data for AI agents — in one line of config.
cg-zhou
LeonMare
Multilingual AI study tool. Paste any public video URL to get a structured Knowledge Pack — summary, key ideas, glossary, quiz, transcript with timestamps — in Spanish, Portuguese, German, or English. Ships as an MCP server with one anonymous tool (vozclara_generate_pack) plus th
aditya1
davidelavezzo114
AI powered Kubernetes Assistant
thestumonkey
fastmcp implementation of notion-mcp server with support for extensible custom objects and functions
nirmalarnold
Creating ai-web-automation project for implementing use of AI prompts and MCP server in automation testing
udaya38
Basic Express server template
MCP-Mirror
Mirror of
Kamy-Development
The document layer for AI-native software. From your agent runtime, generate PDFs from templates, sign them with PAdES B-LT cryptographic signatures (own CA, RFC 3161 timestamps, embedded CRL), edit / fill / redact existing PDFs, and produce a tamper-evident audit trail anyone ca
MikeORed
MCP server for generating dynamic random tables for tabletop RPGs with nested templates and weighted probabilities
ShhhShaq
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.