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.
flesler
⚡ Surgical Code Editing: Superhuman Precision
maskedsaqib
Model Control Panel server for Peeper application
DrSatyr
datalent
Sweden's first recruitment platform algorithmically validating data & AI talents. Talent tracks: AI-matching (4 dimensions) + Git-vetting (8 measures across 4 dimensions).
recipe-api
rmatusevych
Deep Learning capstone project about MCP servers
julienlucas
Basic demo for a MCP client & server
RichardTheuws
Terminal server implementation for Model Context Protocol
movva09
Agent with MCP server solves math task and emails the output
OneofGods
Troubleshooting guide for Vega-Lite MCP server integration with Claude
feenlace
MCP server for 1C:Enterprise. Metadata inspection, BSL code search, query execution, event log, syntax reference. One Go binary, zero dependencies.
marconae
Spec Oxide is a comprehensive workflow and toolset that enables spec-driven development for AI-assisted coding with Claude Code. You agree on what to build before any code is written. Spec Oxide ships a CLI and an MCP server to list and manage specifications as Markdown files as
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
devsrodrigo
name: lockin-mcp
Adarsh-MGA
gmh5225
A native macOS MCP server for collecting interactive user feedback with AppleScript dialogs and image support.
RaleighSF
Burnwatch detects every paid service in your project, tracks spend across 14 AI-native tools (Anthropic, OpenAI, Vercel, Supabase, Stripe, Scrapfly, Browserbase, and more), and exposes real-time cost data via MCP tools — so any LLM can factor budget into its recommendations. Four
longcreat
JavaPentesters
这是一个使用 Python 语言从 0 到 1 搭建 MCP server 的代码学习教程
pdm-project
PDM template for developing an MCP server
josephbharrison
Streamable MCP Tool Extensions for Server
azmartone67
Live data-center, grid, fiber & M&A intelligence for AI agents — 79 tools, 12,650+ facilities.
tickstem
micl2e2
A single-binary MCP server that converts source code into AST🌲 (Abstract Syntax Tree), regardless of language.
stefanoamorelli
Community MCP server for hyprctl
amaterous
URL shortening and click analytics MCP server. Shorten URLs, create custom short links, track clicks, and analyze link performance.
vmoranv
avivshafir
zerobounce-mcp-server
chroma-core
Give coding agents the ability to understand dependencies.
buddhdev-harsh
MCP server for accessing Pokemon + Anime information for LLM
Yuikij
MCP server for Turtle Soup (lateral thinking puzzles). Start sessions, ask questions, get 4-class judgments (Yes/No/Both/Irrelevant), and reveal the full story when allowed.
finstacklabs
India-first financial data engine for MCP clients. Live NSE/BSE quotes, Nifty/Sensex indices, mutual fund NAV, earnings calendar, FII/DII activity, and daily market brief. 39 tools, no API key needed, free.
skprasad-korture
21520894
doing something with MCP server
hooked-so
# Hooked MCP Server
mountainmystic
MCP Server giving AI Agents metered access to the Hedera Network. 23 Tools. Pay per call in HBAR. No Registration
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 LinkedIn Ads (beta): https://www.cdata.com/download/download.aspx?sku=EBZK-V&type=beta
assylbek-codes
onlythebestswfl-ops
shibuiwilliam
ivanboring
Exposes a SSE MCP server as a rest endpoints for tools. Only for testing
hrushik-reddy
using claude with different mcp servers
JayOfemi
Provably correct day-count and accrued-interest calculations. A small, dependency-light TypeScript library and an MCP server, so an AI agent can get the exact number instead of guessing.
databox
The Databox MCP server empowers your AI tools to talk to your data, enabling agentic analytics, automated data ingestion, and real-time conversational analytics. It transforms Databox into an intelligent backend for your LLMs, allowing tools like ChatGPT, Claude and Cursor to que
h5bp
octotrip
Free rental car search with real-time pricing from multiple providers. No login required.
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 Blackbaud FE NXT (beta): https://www.cdata.com/download/download.aspx?sku=OZZK-V&type=beta
monnierant
davilbs
MCP server for myanimelist integration with LLMs
pagos-ai
Pago's Official MCP Server
suh4s
dturkuler
volteditor
a mcp server for interacting with ChromaDB
dbrown725
Spring Boot MCP Server implementation focused on exposing Human Resources department data
runFleets
Multi-site analytics for AI agents. Read-only GA4, Search Console, Cloudflare edge, and PageSpeed data across every site you run, plus audits that return paste-ready fixes. Local stdio server via npx -y fleets-mcp; pairs with the fleets CLI (npm: fleets).
dhij
sanskarmk
This is a test repository created by test script of MCP Server for GitHub
cdgaete
A tool to analyze directory structures while being mindful of token limitations for LLMs. Customize ignore files like gitignore patterns, such as .venv or node_modules
aviadkim
seriserendipia
From Markdown to auto-one-paged PDF formatted resume, the last tool you need to automate your ai resume generation workflow.
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.