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.
williamfzc
"Zero setup" & "Blazingly fast" general code file relationship analysis. With Python & Rust. Based on tree-sitter and git analysis. Support MCP and ready for AI🤖
spirita1204
implementation for interacting between an MCP server and an Ollama model
sergiobayona
A easy-to-use and minimal server implementation for the Model Context Protocol (MCP) in Ruby.
frequentter
Wealthy-MCP ai, mcp-server, trading
reuvenaor
Programmatic access to the Israeli Central Bureau of Statistics (CBS) price indices and economic data. Built with TypeScript, this server offers 9 comprehensive tools for retrieving, analyzing, and calculating Israeli economic statistics.
2bo
Qiita MCP Server
FreeOnePlus
Apache Doris MCP Server
ShiftinBits
Your AI agents don't understand your codebase. Upgrade from text search to code understanding.
enriquetecfan11
My first mcp server
apifyforge
Pandemic Supply Chain Cascade MCP is a Model Context Protocol server for pharmaceutical supply chain disruption modelling during health emergencies.
vinaybhosle
Ocean container shipping intelligence for AI agents: D&D tariffs, freight rates, vessel schedules, port congestion, inland haulage, and total cost calculation across 6 major carriers (Maersk, Hapag-Lloyd, MSC, COSCO, ONE, CMA CGM). 24 MCP tools — 4 free + 20 paid via x402 USDC mi
Runninghcm
# 一、简介:
amurshak
MCP server for the Podbean API
Nicwalle
antarikshc
A Model Context Protocol (MCP) server that transforms natural-language prompts into focused Perfetto analyses. Quickly explain jank, diagnose ANRs, spot CPU hot threads, uncover lock contention, and find memory leaks – all without writing SQL.
TopazLabs
KristianSchmidt
MCP Server for BilkaToGo
MOODMNKY-LLC
POP24
## Add LeBonFoin to E-Commerce section
jefflitt1
golproductions
Anti-hallucination firewall for AI coding agents. Validates commands before execution, imports against your package.json, function calls against your source files. Sub-100ms. $0.0068 AUD per check, 120 free on sign-up.
virgoC0der
Make your own MCP servers with Golang
MCP-Mirror
Mirror of
vuutla
MCP-Mirror
Mirror of
Aryan1718
This MCP server provides tools to interact with Google Sheets, allowing you to read, write, and update data in your spreadsheets.
Tritlo
An MCP server that lets you interact with LSP servers
patsnap
PatSnap Maintain Payment MCP is a Model Context Protocol server that connects AI agents to PatSnap's Maintain Payment capabilities. A global patent search tool for freedom-to-operate assessment. It supports query-based, semantic, and image search, and can be combined with patent
kalven22
Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI through one API key. Plus translation, weather, and utility endpoints. Pay per token, unused credits auto-refunded.
yashwant-dwala
Hzzy2O
A Sui blockchain MCP service for development
whiterabbitco
george-bobby
An MCP server for managing Modal — apps, containers, volumes, and secrets — and for deploying & running Modal apps directly from Claude Code and other MCP clients.
logos-42
基于Base网络的区块链支付MCP(Model Context Protocol)服务器,提供完整的区块链支付功能。
apifyforge
Political regulatory arbitrage analysis — cross-jurisdiction regulatory forecasting — delivered as an MCP server for AI agents. Built for legal teams, compliance officers, government affairs professionals, and strategic advisors who need to quantify regulatory divergence, predict
fluyeporlaweb
Search viral content on X/Twitter, analyze any account,
edgardamasceno-dev
Bloomingg
tpavelek
talonicdev
Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms. Lets AI agents pull clean JSON out of any document via the Model Context Protocol.
Hann-Fu
The MCP server of Gbase
The0wlGuy
TypeScript framework for building MCP servers
mikhae1
KubeView MCP is a read-only Model Context Protocol (MCP) server that exposes rich, AI-ready operations for Kubernetes clusters.
tim0-12432
MCP server for Hotkeyless AHK HTTP API. It lets your agent control your whole computer through hotkeys.
OctagonAI
The Octagon Financials MCP server provides specialized AI-powered financial statement analysis capabilities by integrating with advanced financial analysis agents. Covers over 8,000 public companies with comprehensive analysis of income statements, balance sheets, cash flow state
pictify-io
Generate images, GIFs, and PDFs from AI agents — OG images, social cards, invoices, certificates, and more from natural language.
osim-group
OSIM MCP Server is a standardized MCP server implementation providing structured security data standards for AI applications.
davidcjw
A Model Context Protocol (MCP) server for managing GoDaddy DNS records. Lets AI assistants (Claude, etc.) list, add, replace, and delete DNS records on any domain in your GoDaddy account.
zapier
Add Zapier's library of almost 8,000 apps to your AI client, allowing you to securely access your existing apps and take action in them directly from your AI conversations. Configure Zapier MCP servers with the apps and tools to scale your workflows.
prismicio
revolutionarybukhari
Search 10+ youth-opportunity sites — scholarships, fellowships, internships, conferences — from any AI assistant. Aggregates from Opportunities Corners, Opportunity Desk, Scholarships Corner, and more, with deadline tracking and full-text search.
spyfree
nielsenfonseca
Financial MultiAgent Colaboration with MCP Server with Tools
MoreLoginBrowser
mcp server by golang
kodustech
Kodus MCP HTTP server exposing OSV (v1) for open source vulnerability lookup via osv_query/osv_query_batch tools.
pisuthd
MCP server implementation for the Hedera blockchain using the Hedera Agent Kit.
raccoonaihq
fourcolors
mcp server for omi
Neche-Stephen
A web scrapper to scrap mcp web servers from glama.ai
jameskanyiri
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.