Discover Awesome MCP Servers

MathServer

Provides basic mathematical operations (addition, subtraction, multiplication, division) through a Model Context Protocol server. Enables MCP-compatible clients like chatbots to perform calculations by sending structured math requests.

Spotify Streamable MCP Server

Enables control of Spotify through natural language by searching the catalog, managing playback and devices, controlling playlists, and managing saved songs. Includes OAuth authentication and streamable HTTP transport for remote connectivity.

PSX MCP Server

Provides 12 tools to scrape and access Pakistan Stock Exchange market data, including current prices, historical data, intraday, sector search, and volume analysis.

treesitter-mcp

An MCP server and CLI that uses Tree-sitter to parse and analyze code.

PlantUML MCP Server

Enables generating PlantUML diagrams directly from Claude Desktop, with tools to render, save, and obtain URLs or ASCII art.

PoseBusters MCP Server

Validates the physical and chemical plausibility of ligand–protein docking poses using the PoseBusters tool.

automate-idea-to-social-mcp

Enables publishing content to multiple social media platforms (YouTube, Twitter, Facebook, Instagram, TikTok, Reddit, Blog) through automation agents, with task management and system validation.

plaid-mcp

Enables AI assistants like Claude Code to query your bank balances and transactions through the Plaid CLI. It securely wraps Plaid CLI commands as MCP tools, keeping your credentials local.

MapNetwork MCP Server

Generate styled map images (PNG/SVG) for any location, with customizable color themes and walking/driving routes, directly from Claude or any MCP-compatible AI assistant.

image-generate-mcp-remote

A remote MCP image generation server that unifies OpenAI Images and Gemini generateContent APIs with preset-based configuration for multi-provider support.

Agentic RAG with MCP Server

The MCP server provides tools for entity extraction, query refinement, and relevance checking to enhance RAG applications by integrating with OpenAI and Gemini.

codemunch-pro

Provides intelligent code indexing with 15 MCP tools for symbol extraction, hybrid search (FTS5+vector), call graphs, and incremental indexing of local folders and remote repos, enabling token-efficient code retrieval for AI agents.

Prefeitura SP São Paulo: AIT

Read-only MCP server for consulting official São Paulo traffic infraction (AIT) data from a hosted API, with pre-paid credits and support for any MCP client.

md24de-mcp

Unofficial MCP server for the messdienst24.de utility portal, providing tools to retrieve heating and hot-water consumption data, download PDF reports, and compare usage trends.

Greece Invoice MCP

Enables AI agents to issue Greek myDATA electronic invoices (τιμολόγιο) to the AADE platform, returning the official MARK. Supports creating and querying invoices with automatic VAT handling.

Tetrad

Orchestrates three AI code evaluation tools to validate and approve code via a quadruple consensus protocol, ensuring high-quality code generation.

Solibri MCP Server

Enables remote automation of Solibri Office tasks including model checking, quantity takeoff, and model management through an MCP SSE interface.

fwrule-mcp

An MCP server that analyzes firewall rule overlap, duplication, shadowing, and conflicts across multi-vendor firewall policies.

MCP Elite Design Architect Hub

Enables multi-agent design sessions with a structured workflow for defining voice, generating directions, creating UI elements, and exporting artifacts.

calendar-mcp

Enables reading your Microsoft 365 calendar to get today's meetings and availability.

DevReview MCP Server

Enables AI-assisted code review by integrating with the DevReview platform to analyze pull requests and provide feedback.

AI_SYNC MCP Server

Connects GPT-4 to a merchant store API, allowing users to query and manage store data for the Tnc_Store merchant through natural language interactions.

Convex

Convex 的 MCP 服务器让您可以无缝地内省表、调用函数以及读写数据。由于 Convex 的沙盒查询确保了数据完整性，代理可以安全地生成一次性查询。非常适合 AI 自动化、实时应用程序和动态数据访问。

Fantopy MCP Server

Enables AI agents to connect to Fantopy Arena, browse and enter fantasy football contests, build validated lineups, and claim payouts on Solana.

AmplifyrMCP

AmplifyrMCP is an MCP server that enables Claude Desktop to manage LinkedIn, Medium, and Telegram accounts through natural language, allowing users to post, schedule, engage, and analyze content without leaving the AI assistant.

External Reconnaissance MCP Server

用于攻击性安全活动的外部侦察 MCP 服务器

Leadgen MCP

Provides lead generation and enrichment tools for AI agents, including Romanian business registry lookups, company/director searches, website contact extraction, and domain WHOIS/DNS security audits.

pleach

Provides Claude with the session graph, enabling it to log, show, grep, export, summarize, branch, name, and merge Claude Code sessions.