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.
rebelfi
Bank accounts for autonomous AI agents. Agents open accounts, earn yield on idle USDC balances (4.5–8% APY), and transact under policy controls set by their owners. Non-custodial, no KYC, instant liquidity.
keerthanenr
hechtcarmel
Allows to query and inspect Vertica databases
chaso-pa
devilMing
This is a Model Context Protocol (MCP) server that provides access to YAPI interface details.
patsnap
PatSnap Patent Landscape Analytics MCP is a Model Context Protocol server that connects AI agents to PatSnap's Patent Landscape Analytics capabilities. Converts patent search results into practical patent landscape analysis. It covers filing trends, technology composition, leadin
juergenkoller-software
Br0ski777
Generate URL-friendly slugs from text with custom separators and transliteration. -- x402 micropayment API + MCP server for AI agents
mJace
MCP Server for OpenShift Must-gather
nochinxx
Swipe-to-review GitHub PRs with AI context. Paste a repo URL, get open PRs as a card stack with risk scores, AI summaries, similar past changes, and contributor history. Works as a Claude MCP plugin — review PRs directly from Claude Desktop or Cursor without a browser. 12 tools i
teodorofodocrispin-cmyk
Sanitize PII from text before it reaches LLMs. Redacts emails, phone numbers, national IDs, private keys, and financial data. Supports EN, ES (LATAM), PT (BR/PT), DE, JA. No authentication required — single POST request. Try free: tx_hash=TRIAL
brunolnetto
A MCP server for weather forecast
shannonantony
DrEjazAhmed
14 utility tools for AI agents: QR code generation, PDF compress/merge/split/convert/unlock, cryptographic hashing (MD5/SHA-1/SHA-256/SHA-512), UUID generation, Base64 encode/decode, secure password generation, IP geolocation, DNS records, SSL certificate check, and WHOIS lookup.
troyharris
SImple MCP server to return the current time
lomaxc
Initial C# MCP SDK Client-Server Example
distrihub
A Model Context Protocol (MCP) server built in Rust for interacting with Google Drive and Google Sheets.
MCP-Mirror
Mirror of
andrewhuang427
Add mcp servers to vercel's open source ai chat
kWAYTV
My first MCP (Model Context Protocol) server
dtkmn
A Spring Boot application exposing OWASP ZAP as an MCP (Model Context Protocol) server. It lets any MCP‑compatible AI agent (e.g., Claude Desktop, Cursor) orchestrate ZAP actions—spider, active scan, import OpenAPI specs, and generate reports.
pratikamin
openeuler-mirror
Big0290
🧠 Deep Project Analysis: Memory Context Manager v2
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
kev-hu
yukikazechan
blashnikovpro
Deploy landing pages, manage leads, and view analytics from any AI assistant. Works with Claude Code, Claude Desktop, and Cursor.
gabigabogabu
Model Context Protocol Server with IMAP and SMTP connectivity
MCP-Mirror
Mirror of
pmort2222
sunnypra
border1px
Joseph19820124
Research on Make.com Model Context Protocol (MCP) server integration with Claude and GitHub MCP server setup
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.
MCP-Mirror
Mirror of
Kashyap-AI-ML-Solutions
A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities.
enesgnl
MCP tool for basic and advanced mathematical operations. It can perform addition, subtraction, multiplication, division, exponentiation and trigonometric functions (sin, cos, tan), square root, logarithm and absolute value calculations. Developed with Python FastMCP, ready for ea
arjunkmrm
MCP server to access Singapore's LTA data
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.
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.
ViniciusAmeric
Server MCP for atendeAi
hanweg
MCP server for discord bot - adds one tool with raw API access
phamhung075
kael-bit
Hierarchical memory for AI agents. Three-layer (buffer/working/core) with automatic decay, promotion, and semantic search.
Joseph19820124
A GitHub MCP server demo with create repository functionality
Arman-ali-khan-786
Repository for MCP server
wyattowalsh
MCP (Model Context Protocol) server wrapping Crawl4AI library as functions using Python
MCP-Mirror
Mirror of
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
HosakaKeigo
MCP server for Google Sheet (spreadsheet) with Application Default Credentials Auth.
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
anjumanraut
A simplified MCP server for terminal command execution
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.
sungithubid
url to markdown mcp server
devdastl
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
zaki-yama-labs
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.
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.