Discover Awesome MCP Servers

freee-hr-mcp

Enables managing freee HR operations like employee data, attendance, leave, and approvals through natural language in MCP-compatible clients such as Claude Desktop.

gingsisi/AgentsHive

DescriptiShared knowledge cache for AI agents — cache-first search saves tokens and avoids redundant web searches. Cross-agent deduplication with trust scoring. Human Bridge for blocked/paywalled content. MCP-native (FastMCP), ChromaDB-backed. 3 tools: agenthive_search, agenthive_contribute, agenthive_stats.

mcp-fda-regulations

Enables AI agents to access US FDA regulations (21 CFR) through natural language queries, providing tools for retrieving regulatory information.

tf-approval-gate

Enables AI coding agents to plan, policy-check, and cost-estimate Terraform changes while requiring human approval through Slack or CLI before any terraform apply can execute.

mcp-server-cantera

An MCP server that wraps Cantera to enable LLMs to perform accurate thermodynamic, transport, equilibrium, and chemical kinetics calculations.

VSGuard MCP

Provides real-time OWASP ASVS security guidance and vulnerability scanning for AI coding agents. Enables proactive security during code generation by checking security requirements, scanning code for vulnerabilities, and suggesting secure code fixes.

trash-cleaner-mcp-server

A desktop MCP service that scans for and removes junk files to keep your system clean and optimized.

image-gen-mcp

Enables LLMs to generate images via MCP by calling AI models from providers like SiliconFlow, OpenAI, or custom APIs, with tools for image generation and model listing.

Cloudflare MCP Logging

A template for deploying MCP servers as Cloudflare Workers with integrated LogPush and R2 storage for detailed execution logging. It enables remote tool execution and provides utilities for retrieving logs directly from Cloudflare R2 buckets.

computer-use-mcp

Gives AI assistants full macOS desktop control via screenshots, mouse, keyboard, scrolling, and app management.

codesafe-audit-mcp

MCP server for Qi-An Xin CodeSafe, enabling retrieval of scan tasks, defect details, source code context, and taint propagation paths, with secure write-back of audit conclusions.

ssh-mcp

Enables AI agents to manage SSH environments, run remote commands, transfer files, and diagnose connectivity issues for secure server automation.

Agentic MCP Client

Um executor de agente autônomo que executa tarefas usando ferramentas MCP (Model Context Protocol) através das APIs Anthropic Claude, AWS BedRock e OpenAI. Ele permite que agentes de IA operem autonomamente em ambientes de nuvem e interajam com vários sistemas de forma segura.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright automation tools deployed on Cloudflare Workers. Supports web automation tasks like navigation, typing, clicking, and taking screenshots through natural language commands.

NitroStack Calculator MCP Server

A minimal MCP server template for learning NitroStack, providing calculator-focused tools, resources, and prompts with TypeScript and Zod validation.

openfoam-mcp

Turns an AI assistant into an OpenFOAM setup and debugging co-pilot, enabling case scaffolding, dictionary edits, mesh sizing, turbulence calculations, and solver log analysis through natural language.

hiel_excel_mcp

An optimized Excel MCP server with 25+ tools for creating, reading, writing, formatting, and analyzing Excel files, including pivot tables and charts, without requiring Microsoft Excel.

X402 MCP

Enables micropayments for MCP tool invocations using the X402 payment protocol, allowing servers to charge per tool usage in USDC and clients to automatically handle payments.

Family Grocery MCP

MCP server for family meal planning and Kroger/King Soopers shopping. It helps generate weekly dinner plans, consolidate grocery lists, flag allergy risks, estimate costs, search live products, and add approved items to a Kroger cart.

mcp_hospirfq_processor

Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQL API.

MySQL MCP Server

A production-ready MCP server for MySQL database integration with AI agents, enabling database exploration, CRUD operations, schema management, and performance monitoring through natural language.

youtube-studio-mcp

An MCP server for auditing and improving a YouTube channel's discoverability by providing read-only access to channel catalog, analytics metrics, retention curves, search terms, and Studio CSV data, and ranking underperformers by recoverable views.

Security Paper Search MCP Server

Enables searching and retrieving security conference papers from major venues (S&P, USENIX, CCS, NDSS, etc.) using natural language queries through the MCP protocol.

minicheck-mcp

A model checker as an MCP server that lets agents verify state machines with declarative specs, returning a verdict and shortest counterexample when a property fails.

mysql-mcp-plugin

Provides MySQL access with configurable per-connection capabilities, enabling secure read-only or writable database operations through Claude Code and other MCP clients.

mcp-sap-cpi

Connects Claude to SAP Cloud Platform Integration (CPI) to diagnose failed messages, review iFlows, deploy artifacts, and check credentials directly from your conversation.

mcp-rule-engine

Captures code modifications via AST analysis, generates reusable rules, and injects them into AI agent context with version audit and token-budgeted rule retrieval.

stock-data-mcp

MCP server exposing 43 financial data tools for A-share, HK, US stocks, crypto, and market news via open-stock-data.

Google Ad Manager MCP Server by CData

This read-only MCP Server allows you to connect to Google Ad Manager data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

opendata-mcp

Provides access to Taiwan open data including weather forecasts, earthquake reports, and air quality indices via natural language queries.