Discover Awesome MCP Servers

SkillAudit

AI agent skill security scanner. Scans URLs and GitHub repos to verify AI agent capabilities, check security gates, and assess reputation. 4 tools: scan_url, scan_github, gate_check, reputation_check.

IndexFoundry MCP

Creates deterministic, auditable vector databases from any content source with deployable RAG applications. Supports multiple embedding providers and vector databases with fine-grained pipeline control or project-based workflows.

Weather MCP Server

Enables users to fetch current weather conditions for any city worldwide and display weather information as native system notifications on macOS. Provides human-readable weather data including temperature, conditions, humidity, wind speed, and atmospheric pressure.

Massive Context MCP

An MCP server that enables processing of massive datasets up to 10M+ tokens using a recursive language model pattern for strategic chunking and analysis. It automates sub-queries and result aggregation using free local inference via Ollama or the Claude API to handle context beyond standard prompt limits.

latex-mcp

An MCP server that renders LaTeX math expressions and step-by-step solutions into high-quality PNG images and hosted URLs. It enables AI assistants to provide visual mathematical solutions formatted for messaging platforms like iMessage.

Sympathy-MCP

An MCP server for managing Incus virtual machines through structured tools for command execution, file management, and snapshot operations. It enables AI agents to puppeteer VMs on a masternode by wrapping the Incus CLI.

mcp-swiss

Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys.

iMessage MCP Server

Claude Desktop이 macOS 연락처 및 메시지 앱과 상호 작용할 수 있도록 지원하는 로컬 서버입니다. 이를 통해 자연어 명령을 사용하여 연락처를 검색하고 iMessage를 보낼 수 있습니다.

Strudel MCP Server

Enables AI-powered music generation and live coding by providing direct control over Strudel.cc through browser automation. Supports pattern creation, audio analysis, and pattern storage for TidalCycles/Strudel music patterns.

Falcosidekick UI MCP Server

Enables querying and analyzing Falco security events from Falcosidekick UI through MCP tools. Supports filtering events by time windows and retrieving full event details for security monitoring and incident investigation.

MCP テンプレート

MCP 서버 템플릿을 찾고 있습니다.

Carousels MCP from Houtini

MCP server that turns articles, transcripts, and markdown into LinkedIn carousel PDFs, Instagram PNGs, and Threads PNGs. Content in, slides out. No web UI, no cloud service.

Tabular Document Retriever MCP

Transforms CSV and Excel data into Markdown-formatted vector embeddings stored in a local ChromaDB instance for semantic search. It enables MCP clients to retrieve relevant tabular data through single-row, batch, or free-text queries.

MCP MySQL Server

Enables full control database operations on MySQL through natural language commands. Supports querying, data manipulation, table management, backups, and system administration with comprehensive SQL execution capabilities.

MCP Generix

Provides semantic search and management of shared documentation using ChromaDB and OpenAI embeddings. It enables users to query local documents by meaning, list files, and read content through natural language tools.

Accessible Color Contrast MCP

Enables checking WCAG color contrast ratios and accessibility compliance between color pairs. Helps determine optimal text colors for backgrounds and validates color combinations meet accessibility standards.

Vreme Temporal MCP

Provides AI assistants with rich temporal intelligence including timezone conversions, 9 cultural calendars (Hebrew, Islamic, Chinese, etc.), astronomical events, Islamic prayer times, and context-aware activity appropriateness recommendations.

Canvelete MCP Server

Enables programmatic design creation and manipulation on the Canvelete platform through AI assistants. Supports design management, canvas element manipulation, template application, asset management, and real-time synchronization with the design editor.

Xray MCP Server

Enables AI assistants to interact with Xray Test Management for both Cloud and Server deployments. Supports test execution, importing results from multiple formats (JUnit, Cucumber, Robot Framework, TestNG), and managing test plans and executions.

OpenBudget MCP Server

Provides access to Israel's OpenBudget API, allowing users to query and search various government budget datasets including budget items, contracts, and support payments.

FastMCP Novel Processing Tool

An MCP server for intelligent novel processing that enables precise token-based text segmentation and management of bulk rewriting tasks. It integrates with the Cursor editor to facilitate automated content transformation workflows and prompt management.

Heim MCP

A MCP server do create and deploy backend applications using https://heim.dev

MySQL MCP Server

Comprehensive Model Context Protocol server for MySQL databases featuring 191 specialized tools for CRUD operations, JSON functions, spatial/GIS, schema management, performance monitoring, and advanced features like OAuth 2.1 authentication and connection pooling.

WordPress MCP Server

Enables AI assistants to manage WordPress sites through natural conversation, supporting post creation, content updates, site queries, and draft-to-publish workflows via the WordPress REST API.

honeypot-detector-mcp

An MCP server that detects potential honeypot tokens on Ethereum, BNB Smart Chain (BSC), and Base.

Upstox MCP Server

Enables AI-powered trading and portfolio management through Upstox API integration. Supports portfolio rebalancing strategies with LLM inference for automated trading decisions.

mcp-otle

An MCP server that simulates the Chipotle ordering experience, allowing AI agents to browse menus, build entrees, and analyze burrito structural integrity. It provides a humorous take on 'Guac-as-a-Service' through tools for order simulation and nutritional assessments.

Omilia MCP Tools

A set of tools for working with Omilia Cloud Platform that helps manage miniapps, orchestrator apps, and dialog logs through an MCP server.

Git MCP Server

A modular MCP server that provides a unified interface for interacting with GitHub and GitLab, including enterprise and self-hosted instances. It enables comprehensive management of repositories, issues, pull requests, and CI/CD pipelines through natural language.