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.
harshaagrawal20
infraready099
junct-bot
Market data, order management, and portfolio queries via Coinbase Advanced Trade.
faranahmadk
MCP Java Client/Server using Spring AI
corteslabsxyz
Is this flight price actually good? Deal oracle for AI agents — remote MCP + REST, backed by real price history on nomad corridors.
final-il
MCP Server handling GitHub/GitLab integrations
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
Adity-star
ruilacerda
A GitHub API integration server using the MCP (Message Control Protocol) framework
stexaai
akaTEDDY
junter1989k-ai
capybara-sfw
npavlov
bsmnyk
MCP (Model Context Protocol) server for generating HTML slides from Markdown content
lucianotonet
Mailwarm
MCP server for email deliverability: validate SPF/DKIM/DMARC/BIMI, check blacklists, test SMTP/IMAP, look up DNS, and generate ready-to-deploy records for any major email provider. Ships with two one-click prompts (audit-deliverability, setup-dns). Public, no auth.
Viomba-Oy
Viomba MCP brings attention prediction, creative generation, and video analysis into your AI workflow. Give your assistant a creative, a URL, or a video — and get back real attention data, heatmaps, and scored outputs without leaving your client.
metabase
Metabase includes a built-in MCP server that lets AI clients connect directly to a Metabase instance.
wjl110
A2A-MCP official website with modern UI and dark mode support
aloshy-ai
MCP server for interacting with the Smithery Registry API
joao-santillo
Servidor MCP que busca documentação mais atualizada de tools
SDCalvo
Example project demonstrating how to expose FastAPI endpoints as Model Context Protocol (MCP) tools using `fastapi-mcp`. Includes a basic LangChain agent (`langchain_client.py`) that connects to the local FastAPI server via HTTP/SSE using `langchain-mcp-adapters` to discover and
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 Salesforce Pardot (beta): https://www.cdata.com/download/download.aspx?sku=GPZK-V&type=beta
liuyoshio
MCP Discovery & Recommendation Service - Find the right MCP server for your needs
mingdaocloud
HAP (Super Application Platform) is developed by Mingdao( https://www.mingdao.com )The launched APaaS platform helps you build enterprise level applications quickly without coding. This is HAP's MCP (Model Context Protocol) server, used for seamless integration of AI. It enables
Sprintra-io
AI-native project management with persistent memory for coding agents. 17 MCP tools for features, stories,
yuhuangou
Local MCP server for running Wordware apps
scitara-cto
alexxx-db
This project implements a Model Context Protocol (MCP) server that exposes Databricks Genie API capabilities as tools
jalenzz
jasondsmith72
A browser automation MCP server for AI models like Claude and Gemini 2.5, enabling web browsing capabilities through natural language
danielp370-msft
MCP server for interacting with a terminal or process based command over stdio.
ratamaha-git
Generate n8n workflow JSON (including LangChain AI agents), scaffold custom TypeScript nodes, and lint workflows for missing credentials, deprecated types, and broken connections.
deficlow
Search and inspect 6,500+ curated AI apps from the HyperStore directory via 8 MCP tools, 3 resources, and 3 prompts. Read-only, no auth required. Works with Claude, ChatGPT, Cursor, Windsurf, Cline, Zed, Gemini.
machbase
mnardit
amCharlie
The World's First AI Music MCP
sethbang
A MCP server for capturing screenshots
tiovikram
MCP server implementation for X.com API with OAuth 2.0 support
Techmatic-sys
Connect Claude AI to your IndiaMART seller account. Fetch, search, sync and manage buyer leads using natural language. Includes pipeline tracking, notes, analytics, CSV export and draft replies. Supports Claude Desktop, Claude Code and OpenClaw.
olgasafonova
Hurukawa2121
DockerでMCPサーバーを立ち上げるテンプレート
dandeliongold
apolocine
1 MCP server, 13 databases, zero config. Connect AI agents to PostgreSQL, MySQL, MongoDB, SQLite, Oracle, SQL Server, DB2, SAP HANA, MariaDB, CockroachDB, Cloud Spanner, HSQLDB, Sybase. 15 tools per entity + 4 AI prompts. Auth + RBAC included. 11 transports: REST, GraphQL
thrialectics
Threadlink is a lightweight CLI tool that creates persistent links between AI conversations and your local files. Coming soon: Browser Extension, MCP Server, and Obsidian Plugin.
StelarDigital
MCP server for Stelar Digital crypto signal + AI utility APIs (RapidAPI-backed)
infai-tech
An MCP server that scans your lockfiles (npm, PyPI, Go, Rust, Ruby, PHP) for known vulnerabilities, enriches with EPSS exploit probability scores, and recommends fix versions. $14/mo — not per-seat.
JackKuo666
getmasv
Provides LLMs with tools to interact with the MASV API.
AshfaaqF
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
AIGC-Hackers
R3Wlad
holonoms
MCP server for Owl
awpthorp
BlackVaultEnterprises
Autonomous AI Ecosystem (AIE): Self-evolving, self-healing, automation-first AI system managed by MCP servers and GitHub Actions.
salvo10f
The intelligent MCP server for AI-assisted Godot 4 development. 35 tools for spatial intelligence, code understanding, flow tracing, and visual debugging. 22 free, full suite $19. Visit godotiq.com to see more.
TerrysPOV
rectalogic
PydanticAI LLM chat with MCP server tools
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.