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.
Scottcjn
MCP server: prompt -> Meshy.ai 3D model -> Blender turntable -> YouTube video. AI-agent 3D-to-video pipeline.
AfrikanCoder-LLC
danilopezmella
Configuration and setup files for using Model Control Protocol (MCP) servers with Windsurf in an SSH environment
junter1989k-ai
Cavumnigrum
Test MCP server that can do several things
kenliao94
MCP server for interacting with AWS AmazonMQ APIs
MCP-Mirror
Mirror of
jomartin-999
tadrianonet
Exemplo prático de construção de um MCP Server em Go, com registro dinâmico de ferramentas financeiras, consultas reais à API Alpha Vantage e exposição de metadados para agentes clientes. Projeto focado em modularidade, extensibilidade e padronização seguindo o Model Context Prot
asilism
nnquant
QMT-MCP-Server
rickysullivan
The GitBook MCP server enables programmatic access to GitBook Organizations, Spaces, Collections, and Content through a standardized MCP interface. It provides 12 tools for content operations and 6 AI-powered prompts for documentation workflows.
Happygallo
MCP server for Apple Search Ads API v5 — manage campaigns, keywords, budgets, and reports through AI assistants
apifyforge
Regulatory change intelligence across 13 US federal data sources, delivered as an MCP server your AI agent can query directly. Built for compliance officers, GRC teams, and trade compliance operations who need forward-looking signals — not just a list of current rules.
Kaduno-systems
MCP for pullpush.ai
FocusSearch
The intelligent data query tool under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities.
DivoomDevelop
mcp-divoom-lan is an open-source Model Context Protocol (MCP) server that exposes Divoom watchface customization over local LAN HTTP. AI assistants can read and patch the current on-device watchface JSON, manage fonts and store market lists, switch the active dial, adjust brightn
sur950
PythonScratcher
aidemd-mcp
Structured .aide spec files that give AI agents progressive disclosure into your codebase architecture. 6 MCP tools, 8 slash commands, TUI wizard, multi-IDE support.
mmcquade11
anujsingh4545
An MCP (Model Context Protocol) server integrated with google gmail API.
elie
MCP-Mirror
Mirror of
VoxellInc
Forge is Voxell's hosted text-embedding API. This MCP server exposes two tools — embed (turn text into vectors) and list_models — so any MCP-compatible agent can generate embeddings for semantic search, RAG, clustering, and dedup.
5amfung
MCP Jira Server
Serendipity-AI
Agents speak Markdown. Humans prefer PDF. We bridge the gap for the final stage of your agentic workflow. No sign-ups, no credit cards, just sats for bytes. See https://markdown2pdf.ai for more.
rhoneybul
Etapa is an AI cycling coach for beginners. The MCP exposes two tools: `generate_training_plan` (2-4 week plans powered by the Etapa API) and `cycling_beginner_guide` (advice on bikes, gear, safety). Free, no account.
n0isy
greenmtnsun
When your AI runs git through a shell, it reads back raw command output — hundreds of tokens of noise to extract one piece of information. GitEasy MCP returns structured data: branch names, changed files, commit history — exactly what your AI needs, nothing extra. The same git op
lithtrix
Memory Consolidation across vendors, owners, and time. Lithtrix gives AI agents persistent memory, credibility-scored web search, browser fetch, and a shared Commons pool — all under a stable ltx_ key that survives tool switches, session resets, and orchestrator changes. Self-reg
glaksmono
AI & Developer centric financial data API
agudulin
MCP-Mirror
Mirror of
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
StargrrlMoonlight
This Repo is a playground for Vibe Coding using GitHub Agent Mode in VS Code and various MCP Servers. All done through the editor - development, testing, GitHub environments / Actions, issues etc.
koido
ashwinjo
MCP server for IxNetwork Session Management
elmariachi111
MCP server that prepares Proof of Invention (POI) transaction requests for submission
qubaomingg
股票查询
Alxypro
LKGargProjects
🧠 The Core of Your AI Agents
deep-ai-kr
AI-FE
A Model Context Protocol server for Dify
MCP-Mirror
Mirror of
dongri
mdkaifansari04
altinoren
Utopia is a simulation MCP Server designed to test and experiment with common household items, both those available today and those likely to exist in the near future, using AI Agents. This project provides a set of simulated smart home and lifestyle devices, allowing you to inte
plagtech
ip2whois
IP2WHOIS MCP server is a Model Context Protocol (MCP) server that provides comprehensive WHOIS lookup capabilities using the IP2WHOIS API. This server allows AI agents to query domain registration details, including expiry dates, registrar information, and registrant data.
smart-mcp-proxy
Why MCPProxy?
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.
fluidattacks
MCP server that provides tools for interacting with the Fluidattacks API
fabkho
MCP-Mirror
Mirror of
junct-bot
Market data, order management, and portfolio queries via Coinbase Advanced Trade.
Yarmoluk
NVIDIA Nemotron + Perplexity Sonar as traversable knowledge graphs — 2 domains, 83 nodes, MCP-native agent traversal.
tlemmons
A shared memory and coordination server for multiple AI coding agents, built on the Model Context Protocol
lemmaoracle
AI agents make decisions you can't audit. Lemma fixes that with zero-knowledge proofs over confidential documents — selective disclosure, on-chain provenance, no plaintext exposure. Query cryptographically verified attributes from agents in production. Built for regulated industr
juergenkoller-software
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.