Discover Awesome MCP Servers

Stock-MCP

Enables AI assistants like GitHub Copilot to access live stock market data, company information, technical analysis, news, and portfolio analytics.

mcp-server-for-powershell

Unofficial Powershell MCP server

mcp-google-merchant-center

Enables reading products, checking approval statuses, and analyzing feeds across multiple Google Merchant Center accounts via natural language.

Drip MCP Server

Enables interaction with Drip's email marketing platform through comprehensive tools for managing subscribers, campaigns, tags, events, and workflows. Supports batch operations, GDPR compliance, and both JSON and Markdown response formats for seamless email marketing automation.

Design Constraint Validator MCP Server

Enables AI agents to validate design system constraints, including WCAG accessibility, token relationships, and consistency, through MCP tools like validate, explain, and suggest-fix.

qubitsok-mcp

Search 500+ quantum computing jobs, daily arXiv papers, and 1000+ researcher profiles. 7 read-only MCP tools with AI-powered natural language search from qubitsok.com.

tmux-mcp

Allows AI assistants to create, manage, and interact with tmux sessions, windows, and panes programmatically.

InfluxDB MCP Server

一个模型上下文协议（Model Context Protocol）服务器，通过 JWT 认证提供对存储在 InfluxDB 1.8 中的时间序列数据的安全只读访问。

mcp-incident-triage-agent

Exposes service health and log search tools for incident triage, enabling AI agents to investigate and summarize operational issues.

app.wishpool/india-payments-mcp

A remote MCP server that lets any AI agent accept payments in India via UPI, cards, netbanking, and wallets through Razorpay Payment Links. Bring your own credentials, stateless, no funds touched.

leakguard-mcp

Static-analyzes Python code for lookahead bias and data leakage, preventing invalid backtests in time-series ML.

JP Business Calendar MCP

Enables Japanese business calendar operations such as holiday checking, business day calculations, payment date calculation, fiscal year determination, and deadline tracking, all locally without external API.

pinterest-mcp-server

Enables AI agents to interact with the Pinterest API, allowing management of boards and pins through natural language commands.

Instagram DM MCP Server

启用 AI 助手以使用 Model-Consumer Protocol 和 instagrapi 读取和发送 Instagram 私信。

curl-mcp

Provides a structured HTTP client tool for making web requests with full HTTP method support, detailed response metadata, and error handling. Enables AI assistants to interact with any web API or endpoint through the curl_request tool.

mcp-plotting-server

A FastMCP server that turns JSON data into Plotly figures, deployable as an isolated service on Modal. Data goes in as JSON; a validated Plotly figure (JSON) or a rendered PNG comes back over the Model Context Protocol.

Kibana Log Analysis & API Dashboard MCP Server

Enables AI assistants to search Elasticsearch logs, retrieve log details, analyze service health, scan local codebases for APIs, and create Kibana dashboards.

Cloudflare MCP

Enables interaction with the complete Cloudflare API using a codemode pattern that allows agents to search the OpenAPI spec and execute API calls via JavaScript. This approach minimizes token usage by keeping the massive specification on the server and only returning relevant results.

DeepL MCP Server

Provides translation capabilities using the DeepL API, supporting text translation between numerous languages, rephrasing, batch translation, document translation, and language detection with formality control.

animation-mcp

Enables AI coding assistants to create and refine Roblox combat animations through tool calls, supporting the full pipeline from motion composition to Roblox Studio import.

Splitwise MCP Server

Enables AI assistants to manage Splitwise expenses with atomic duplicate prevention, smart fuzzy matching, and support for flexible split ratios between two people.

Data Agent Connector

Enables SQL agents to connect to any SQLAlchemy-supported database via MCP, providing read-only SQL querying, automatic table summarization, and column content search.

Needle MCP Server

Enables local structured extraction, classification, and summarization of text with automatic context management and caching, keeping data on your machine.

kyoto-assistant-mcp

A Kyoto travel planning assistant that uses Wikivoyage API and LangChain/LangGraph to provide real-time attraction info, operating hours, and dynamic itinerary adjustments through MCP tools.

mcp-proof

Audits any MCP server (stdio or Streamable HTTP, legacy or modern era) with wire-level conformance, security, and behavior-regression checks, producing a fingerprinted delivery report and CI regression suite.

path402

Turns AI agents into autonomous economic actors by providing tools to discover, evaluate, acquire, and serve tokenized content on the $402 network.

io.github.RohitYajee8076/backburner

Enables AI assistants to run long shell commands as background tasks, with survival across restarts, live progress peeking, and command allow/deny policies.

Fusebase MCP Server

Enables AI assistants to manage Fusebase workspaces by providing 46 tools for handling pages, tasks, folders, and organizational administration. It features a two-tier tool system and secure session management using reverse-engineered internal endpoints.

FastMCP + LangGraph Webinar Demo

Provides six tools including web search, URL fetching, calculator, and note management for use with LangGraph agents or manual testing via terminal.

factory-supervisor-mcp

Enables AI assistants to manage factory operations through MCP, providing tools for real-time telemetry, predictive maintenance, inventory forecasting, order estimation, and AI supervisor copilot capabilities.