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.
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fern-api
Lucasdoreac
Um servidor MCP universal para desenvolvimento PHP em qualquer provedor de hospedagem ou nuvem
eliaskress
MCP server for reconciling Stripe and bank data. AI agents can analyze transactions, detect mismatches, and generate financial insights via the Flowcheck API.
tosin2013
A Model Context Protocol (MCP) server for debugging pytest failures using systematic debugging principles.
Big0290
🧠 Deep Project Analysis: Memory Context Manager v2
MCP-Mirror
Mirror of
RepairXpert
AI-powered industrial fault diagnosis MCP server for field technicians. 8 tools: diagnose faults from 313+ codes across 9 equipment categories (Allen-Bradley, VFDs, conveyors, packaging, AS/RS, palletizers, pilers, CR30 relays), search 500+ parts catalog with supplier links, get
hanweg
MCP server for discord bot - adds one tool with raw API access
imb96
pmort2222
sunnypra
shark-gill
JavaPanda30
CodeFreezeAI
XCodeFreeze MCP Xcode Automation local server
Right-Reasons
Structured business ontology giving AI agents deterministic access to institutional reasoning — 18 MCP tools, Dolt backend, 0% → 100% "why?" recall vs Markdown+RAG.
logannye
A height-compressed, sublinear-space STARK prover. Designed to make very long zero-knowledge proofs practical on fixed-memory hardware (CPUs, GPUs, & edge devices). Post-quantum. Built in Rust.
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 Outreach.io (beta): https://www.cdata.com/download/download.aspx?sku=KRZK-V&type=beta
IgorGanapolsky
MCP Memory Gateway is a pre-action gate engine for AI coding agents. Unlike memory servers that store and retrieve context (Mem0, Zep), this server enforces behavior change: repeated failures are auto-promoted into prevention rules, and PreToolUse hooks physically block tool call
xuezhijian
MCP Server 和风天气API例子。
MCP-Mirror
Mirror of
planetabhi
A simple MCP server for Figma
chkunkel
This project provides a lightweight Machine Communication Protocol (MCP) server that wraps key functionalities of the CORE.ac.uk API. It enables local programmatic access to academic content, allowing you to search works by keyword or download full metadata for individual researc
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.
akaTEDDY
rachelsu-blip
arjunkmrm
MCP server to access Singapore's LTA data
sungithubid
url to markdown mcp server
ryss30
A self-service creative engine for app and consumer brands. Sense signals, express narratives, learn from results. Sold as Time-to-Winner, not video volume.
zaki-yama-labs
iammarshallnz
ViniciusAmeric
Server MCP for atendeAi
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 Google Directory (beta): https://www.cdata.com/download/download.aspx?sku=EUZK-V&type=beta
matemiro
A Model Context Protocol (MCP) server that provides a web search tool using the Tavily API. This server enables AI models to search the internet and retrieve up-to-date information.
Arman-ali-khan-786
Repository for MCP server
CDataSoftware
This read-only MCP Server allows you to connect to Google Analytics data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at
narensr
wyattowalsh
MCP (Model Context Protocol) server wrapping Crawl4AI library as functions using Python
IQAIcom
This is a Model Context Protocol (MCP) server to interact with the Fraxlend platform. It allows MCP-compatible clients (like AI assistants, IDE extensions, or custom applications) to access Fraxlend functionalities such as viewing lending statistics, lending, borrowing, adding/re
jane-alesi
A Model Context Protocol (MCP) server for generating customizable QR codes - satware AG implementation
HosakaKeigo
MCP server for Google Sheet (spreadsheet) with Application Default Credentials Auth.
TeamK2K
Realtime shared context for AI agents and humans — live API specs, DB schemas, and versioned contracts so every agent and teammate works from the same source of truth across repos.
S2thend
Bring your Cursor AI chat history directly into Claude. Search past conversations, export sessions, create backups, and only MCP to migrate chat sessions to new project dir and generate year-in-review reports—all through natural language. Built on the Model Context Protocol for s
Real-Time-Robotics
falahgs
KendamaQQ
Finage MCP Server
DakshAhuja10
Br0ski777
Parse any user agent string into structured data: browser, OS, device type, engine, and bot detection in one call. -- x402 micropayment API + MCP server for AI agents
anishnpm
Validate AI claims against live data: check endpoints, count competitors, test hypotheses.
ryft-io
IcebergMCP is an MCP server that lets you interact with your Apache Iceberg Lakehouse using natural language in Claude, Cursor, or any other MCP client.
esmaelehab
rbownes
2bo
Qiita MCP Server
MobileVibe
MCP server to send notifications via Telegram
jalexspringer
OrbiAds
173 tools to automate Google Ad Manager — campaigns, creatives, inventory, reporting via natural language
MCP-Mirror
Mirror of
AI document editor for humans and AI agents: hosted MCP server with 38 tools, surgical edits that preserve formatting, real .docx and PDF export.
junter1989k-ai
mrgulshanyadav
MisarMail MCP server extension for Gemini CLI — email marketing & inbox management
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.