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.
anasyakubu
The MCP Docs Server is a Node.js implementation of a Model Context Protocol (MCP) server that provides a powerful tool to search and retrieve up-to-date documentation snippets from popular AI/ML libraries. It leverages the Serper API to perform Google searches restricted to speci
apifyforge
Product safety intelligence for any product, manufacturer, or category — pulled from CPSC, NHTSA, FDA, and CFPB databases and scored through four analytical models.
Igloo302
本项目提供了一个通过MCP协议与QBittorrent WebUI进行交互的Python客户端,可以方便地管理QBittorrent中的种子。
hypeprinter007-stack
Fused crypto trading signals — sentiment, macro regime, and market structure in one call
chaso-pa
ryudg
Just Read only
1fancy
MCP server for AI coding tools and developers to integrate SMS messaging, notifications, OTPs, alerts, reminders, and automations into apps using real Android devices via SMS8.io.
asabya
fork of openapi-mcp-server v1.2.0-beta04
wangzhigang1999
MCP Server for memes.bupt.site
Tihi321
Omerisra6
A simple server implementing the Model Context Protocol for document search
wangaokang
此仓库用于存放个人开发mcp-server
samnguyen539
LeonTing1010
Your AI agent scrapes X today, gets broken HTML tomorrow. Taprun compiles the site once into a deterministic program, then `tap doctor` monitors health contracts + structural diffs to catch silent breakage before your data goes stale. 140+ pre-built skills across 68+ sites. Works
MCP-Mirror
Mirror of
gillisandrew
marcelloraffaele
Java Spring Boot simple MCP server implementation
argorant
Search, count, preview, reveal, export & build saved lists across 614M+ verified B2B contacts — from Claude, ChatGPT, Cursor & any MCP client. Hosted, OAuth, account-scoped.
CDataSoftware
This read-only MCP Server allows you to connect to Apache Spark data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).
GavMason
megaease
Model Context Protocol (MCP) Server for MegaCloud.
shenlant314
buyitsydney
CodingBaby-Browser-MCP is a Model Context Protocol (MCP) tool server designed to communicate with Chrome browser extensions via WebSocket for browser automation control. The server provides multiple functionalities including web navigation, click operations, text input, key simul
aovabo
A Message Concentrator Protocol (MCP) server that provides a unified, simple interface to the New York Times APIs. This server simplifies interaction with multiple NYT APIs through a single endpoint.
Luke Stahl
Exposes Solar's component registry as MCP tools — agents can discover, inspect, and validate components at runtime
Br0ski777
AI-powered text and URL summarizer -- key points, compression ratio, reading time -- x402 micropayment API + MCP server for AI agents
riccardogenova
crteal
an MCP server to expose a data format for translating tasks into environmental actions
RareSense
Structured, part-aware 3D generation for AI agents. Generates named-part GLB assets with intact hierarchy, real joints, and browser-based editing sessions.
ampactor-labs
Quick safety screening for any Solana SPL token. Returns: risk score (0-100), risk level (LOW/MODERATE/HIGH/CRITICAL/EXTREME), human-readable summary, token name/symbol, whether authorities are renounced, trusted_authority (true when active authority belongs to a known issuer lik
afghanfansmedia-ai
Is this song AI or human? SongCheck detects AI-generated music (Suno, Udio, and more) and media from any AI agent. Point it at an audio file, an image/video, or a whole music folder and it returns a verdict (LIKELY AI-GENERATED / UNCERTAIN / LIKELY HUMAN), an AI-probability score
StarGazer1995
P-RajaRamesh
Projects on MCP server
godwin3737
tobyrichmond12-max
A Model Context Protocol server exposing US and UK government procurement data through one server (switch feeds with SLED_SOURCE). Tools: search_opportunities, get_opportunity, and list_recent_changes (the differentiator — deadline changes, new awards, added documents over time).
UnifiedOffer
AI-powered product search across Shopify, WooCommerce & Shopware 6. Features: intelligent price negotiation, automatic discount codes, multi-LLM support (6 providers), thread-based conversations, 12 currencies. Build AI shopping assistants and price comparison tools. Free to use
mszewczy
A Model Context Protocol (MCP) server implementation for comprehensive code analysis. This tool integrates with Claude Desktop to provide code analysis capabilities through natural language interactions.
MCP-Mirror
Mirror of
apifyforge
Tech ecosystem analysis for AI agents and LLM workflows — maps technology relationships, tracks adoption curves, detects CVE vulnerabilities, and scores tech stack risk across 6 live data sources.
twinic
configure mcp servers directly from prompt
stefan-xyz
Vaclav Slajs
Your Garmin and WHOOP data, in Claude — free hosted MCP servers, one URL, OAuth sign-in.
DionBenFernandes-Dev
A dual-mode Python calculator server supporting both Server-Sent Events (SSE) for web clients and Standard Input/Output (STDIO) for terminal interaction.
takitaki7474
pglevy
A proof-of-concept for publish design system guidance and code snippets as an MCP server for usage with LLMs
mohdsuhail007
PimpMyNines
MCP Filesystem Solution
drpcorg
Blockchain RPC via DRPC. Exposes eth_call, eth_getBalance, gas estimation, and other JSON-RPC methods as MCP tools across 100+ blockchains
patruff
A testing ground for the MCP server terminator. Hasta la vista, bugs!
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 xBase (beta): https://www.cdata.com/download/download.aspx?sku=BXZK-V&type=beta
keepondream
CODGODMW
An MCP server for playing Minesweeper
PredictabilityAtScale
toddamerrill
NameIntel is a remote MCP server that scores brand names across five dimensions in a single call: domain availability, USPTO trademark conflict screening, social handle availability across 12+ platforms, SEO keyword strength, and AI findability (GEO score — industry-first; measur
secmate-ai
Model Context Protocol Server For Cyber Security
safwanhamza
eqozqq
Cores for MCPE Alpha servers using the Pterodactyl panel
kranners
Unlocks all of MCP for your favourite agent 🌩️
u-masao
PhelanShao
OpenMM, an open-source platform for molecular dynamics (MD) simulations, is supported by an MCP server that offers a structured communication interface for task submission, management, and execution.
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.