Discover Awesome MCP Servers

simple-data-comparator-mcp

MCP server for comparing JSON, XML, XLSX, CSV, and text data using expected templates, returning pass/fail with difference details.

mcp-sing

Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen plotter using deterministic toolpath compilation and SHA-256 locking.

lineworks-mcp

MCP server for LINE WORKS that enables accessing user profiles, calendars, tasks, groups, and notes via OAuth 2.0.

einvoice-mcp

MCP server for German e-invoice compliance (XRechnung 3.0 & ZUGFeRD 2.x) enabling AI agents to validate, generate, parse, and check compliance of electronic invoices per EN 16931.

UniAuto MCP Server

具有自修复功能的通用测试自动化 MCP 服务器，并集成了 Smithery.ai。

Parcel App MCP Server

Enables users to manage package deliveries through the Parcel.app tracking API. It allows AI clients to list active or recent deliveries and add new packages directly to a Parcel account using tracking numbers and carrier codes.

Portainer MCP

Portainer MCP 服务器 (Portainer MCP fúwùqì)

markdown-to-whatsapp

Enables agents to convert Markdown into WhatsApp-compatible formatting, including styled text, lists, and tables that fit a phone's monospace width.

@walletap/mcp-server

Enables AI assistants to issue and manage Apple Wallet and Google Wallet passes, including template creation, pass issuance, notifications, stamping, and loyalty management.

mcp-image-analyzer

Enables LLMs to analyze images via OpenAI-compatible multimodal models, supporting local files, base64, and URLs with safety validation and model selection.

forge-mcp

Enables agents to carry portable reputation across platforms, with tools for registering agent identities, vouching, verifying trust, and managing memory.

AgentPrism Workflows

Run dynamic, multi-agent workflow scripts — agent(), parallel(), pipeline() — over real coding agents (Claude Code and OpenAI Codex), with deterministic journaling, resume, token budgets, and git-worktree isolation.

FmodStudioMCP

MCP server that connects AI assistants to FMOD Studio via its scripting terminal, enabling live game-audio authoring such as creating events, importing sounds, routing mixers, and building banks through natural language.

revit-mcp

Revit integration via Autodesk Platform Services — Extract elements, parameters, run schedules, detect clashes, export IFC.

mcp-ytmusic

Enables users to search the YouTube Music catalog and manage playlists using natural language. It provides tools for searching songs, albums, and artists, as well as performing playlist operations like creating, adding, and deleting tracks.

blender-mcp-enhanced

Connects Blender to Claude AI through the Model Context Protocol for AI-assisted 3D modeling, procedural geometry creation, and persistent multi-turn workflows with shared context and advanced tool chaining.

mcpwall

mcpwall is a deterministic security proxy for MCP tool calls — iptables for MCP. It sits between the MCP client and server, intercepting every JSON-RPC request and enforcing YAML-defined policies.

business-central-mcp

Give AI assistants direct access to Microsoft Dynamics 365 Business Central via native WebSocket protocol.

conda-cli-mcp

Enables AI assistants to interact with conda CLI commands through the Model Context Protocol, providing structured tools for built-in and plugin commands while enforcing configurable read-only, write, and exec policies.

Weather MCP Server

Provides global weather data (current conditions, forecasts, air quality) without requiring an API key.

Confluence API Docs MCP Server

Generates API documentation in Confluence from Swagger/OpenAPI specs or NestJS controller files, including automatic Postman collection generation.

App-data-IOS-GP-

Enables AI assistants to query the FoxData API for iOS and Google Play app analytics, including downloads, revenue, rankings, keywords, competitor insights, and ad data across 200+ countries. Supports natural-language requests to retrieve app intelligence and market data.

qwen-omni-mcp

Enables Claude Code and other AI agents to understand videos and images via Qwen3.7-Plus, supporting native video analysis, image understanding, and convenience tools like summarization and OCR.

hermes-fleet-mcp

MCP server that routes Docker operations across a fleet of Docker hosts via the Scotty API.

creator-analysis-mcp

Remote MCP server that provides Creator Recommendation API tools (creator_research, creator_tagged_media, etc.) with secure authentication, rate limiting, and OAuth support for Claude clients.

superthread-mcp-extended

An enhanced MCP server for Superthread with comprehensive CRUD operations and optimized workflows, acting as a drop-in replacement with more functionality.

Portuguese Law MCP Server

Enables querying Portuguese legislation, including statutes, provisions, and EU law implementations, with tools for search, citation validation, and currency checks.

kiro-recall

A local MCP memory server for Kiro CLI that provides persistent semantic memory across sessions using SQLite for storage, Ollama for local vector embeddings, and Obsidian as a human-readable sync target.

Remote MCP Server (Authless)

A deployable Model Context Protocol server on Cloudflare Workers that enables custom AI tools without requiring authentication, compatible with Cloudflare AI Playground and Claude Desktop.

Semiconductor Supply Chain MCP Server

Provides structured access to semiconductor industry platforms to search for IP core suppliers, ASIC design services, and manufacturing resources. It enables users to estimate procurement costs, compare vendors, and query industry glossaries using natural language.