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.
assadnasser
alfred-yz
patsnap
PatSnap Chemical Molecular MCP is a Model Context Protocol server that equips AI agents with chemical intelligence capabilities, covering compound structure search, fragment analysis, and ADMET property prediction. Built on PatSnap's global life sciences platform, it accelerates
mpmcgowen
MCP server for MetricUI, a React dashboard component library. Gives AI coding tools access to full API references, working code examples, format suggestions, prop validation, and complete dashboard scaffolding for building analytics UIs.
rabyavalla
B.O.N.S.A.I. (Biologically-driven, Observationally-validated, Nutritionally-tested, Safe, Accessible, Integrative) is a health intelligence API built for the agent economy.
drivly
achiit
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
shreyasarjun
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 SAS Data Sets (beta): https://www.cdata.com/download/download.aspx?sku=LIZK-V&type=beta
corteslabsxyz
Is this flight price actually good? Deal oracle for AI agents — remote MCP + REST, backed by real price history on nomad corridors.
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.
akaTEDDY
vicseeai
Generate, edit, and upscale AI video & images from any agent — VicSee as a set of MCP tools. Multi-model (Seedance, Veo, Kling, FLUX, Nano Banana), text or image to video or image, with async task polling. Six tools: list models, generate, poll task, upscale image, upscale video,
klodr
Send real faxes from any MCP-enabled AI assistant. Wraps the FaxDrop API (PDF/DOCX/JPG/PNG, international numbers, status polling) with rate limits, dry-run mode, audit logging, outbox jail, and 3-layer phone gate (TYPE → COUNTRY → per-number pairing).
ezumba
suprsend
Manage your entire notification infrastructure using natural language. Trigger workflows, create users, manage preferences, update tenant branding, and access documentation — all from Cursor, Claude Desktop, or Windsurf. 24 tools across 4 categories covering email, SMS, push, Wha
ykitaza
UzunGridera
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulations, 502 standards, 3300+ articles, 2000+ wiki pages. 7 tools: building code Q&A, architectural standards, TAKS/KAKS calculator, parking requirements, construction cost estimator, building violation p
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.
skybaiyujing
使用Java Spring框架的MCP使用实验
BlackVaultEnterprises
Autonomous AI Ecosystem (AIE): Self-evolving, self-healing, automation-first AI system managed by MCP servers and GitHub Actions.
juhemcp
knitapi
Knit MCP is Knit’s remote MCP server offering that allows you to create and package your own mcp servers that you can plug into your AI assistants to directly execute real-world tasks like:
chevonai
A guide on creating Model Context Protocol (MCP) servers - explaining the architecture, implementation, and best practices.
Raj-ML16
aweher
MCP server to play with IA and containerlab instances
AndrewJDawes
aYenx
CodeCraftersLLC
Give your MCP clients the ability to speak by running local voice models
R3Wlad
expo-starter
Official Expo Starter CLI & MCP server.
reghuramk
omni-ai-nodes
omni ai mcp server dev desktop app
kamou
Kagi search MCP server
patsnap
PatSnap Patent Valuation Scorecard MCP is a Model Context Protocol server that connects AI agents to PatSnap's Patent Valuation Scorecard capabilities. Breaks patent value into multiple scoring dimensions such as technology, legal strength and stability, market relevance, strateg
kelvinzer0
PaletteMCP is a command-line tool written in Go that takes a hexadecimal color code and returns the name of the closest matching color from a predefined list of CSS colors. The output is provided in JSON format, making it easy to integrate with other scripts and systems.
gemacjr
nikomatt69
karmveershubham
AI AGENT BUILT WITH MCP SERVER
sudosalim
An MCP server for interacting with perfrunner configurations
varadfromeast
Async Parallel Antigravity for Codex & Claude Code
nasustim
jeremyimmanuel
AppiumTestDistribution
This is a Model Context Protocol (MCP) server providing resources and tools for Appium mobile gestures using Actions API..
sssSofiaS
A lightweight MCP Server for seamless integration with Microsoft Outlook, enabling MCP clients to interact with emails for specific users. Developed by sofias tech.
MCP-Mirror
Mirror of
Sarapakistan0
eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.
numbers-online
A hosted, read-only Model Context Protocol server that gives an AI voice agent phone intelligence in one call — who is this inbound caller, and is this number one to think twice about — before it burns agent minutes. Four read-only tools: phone_lookup (validity, line type, range
hblaDCOM
SQL Server Agent tool (with MCP)
hirokiyn
gjenkins20
MCP server for the FortiMonitor v2 monitoring API. 241 tools across 33 modules covering server
adalbertdb
This is a google calendar MCP server written in Java Quarkus. (WIP)
apifyforge
Scientific fraud detection as a live MCP server — screen any research topic, author, or paper for statistical fabrication, p-hacking, publication bias, citation manipulation, data duplication, causal contamination, and HARKing using 8 forensic tools backed by 16 real-time academi
laksh753
MCP Server Repository
Yulikepython
narumiruna
budyaya
bossjones
agentesq
Weaviate MCP Server
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.