Discover Awesome MCP Servers

HPSSC MCP Server

This server enables communication with the Himachal Pradesh Staff Selection Commission API, allowing users to interact with HPSSC services through natural language using the Multi-Agent Conversation Protocol.

mcp-consensus

A Model Context Protocol (MCP) server that implements an advisor-based consensus mechanism for collaborative problem-solving using multiple AI models, enabling structured discussion and debate among 5 specialized advisors to reach optimal solutions.

rive-analyzer

Enables AI assistants to inspect, validate, control, and ship Rive animation files with 11 tools for parsing, scanning, generating types, comparing files, and more.

Aerith Admin MCP Server

Triển khai quy trình phát triển lấy cảm hứng từ MANUS cho các ứng dụng dashboard RBAC với khả năng tự động hóa trình duyệt, được thiết kế để truy cập thông qua tích hợp MCP của Cursor IDE.

YouGile MCP

An unofficial, security-focused MCP server for YouGile REST API, providing policy-controlled tools with read-only defaults and optional direct-write profiles.

data-gov-sg

Enables access to Singapore government open data and real-time environment/transport feeds including weather, air quality, taxi availability, and traffic incidents.

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.

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.

yt-mcp-server-odoo

An MCP server that enables AI assistants to interact with Odoo ERP, allowing natural language queries, record creation, updates, and deletions.

Interactive Feedback MCP

A Node.js MCP server that enables human-in-the-loop workflow for AI development tools, allowing users to run commands, view output, and provide textual feedback directly to AI assistants.

tmux-mcp

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

docubridge

Provides AI assistants with direct access to local Markdown documentation libraries, enabling them to list, read, and search through docs on demand.

TDD MCP Server

Enables AI agents to run Jest/TypeScript tests in isolated workspaces for Test-Driven Development workflows.

SkillSearch

Indexes every skill across all installed plugins and enables the agent to find them instantly via BM25 search through an MCP tool.

InfluxDB MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cung cấp quyền truy cập chỉ đọc an toàn vào dữ liệu chuỗi thời gian được lưu trữ trong InfluxDB 1.8 thông qua xác thực JWT.

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.

pinterest-mcp-server

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

agrasandhany

Turns local plain-text notes into searchable long-term memory for AI agents through the MCP protocol.

Instagram DM MCP Server

Cho phép các trợ lý AI đọc và gửi tin nhắn trực tiếp trên Instagram bằng Giao thức Mô hình-Người tiêu dùng với instagrapi.

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.

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.

Spotify MCP Server

Provides tools for searching, controlling playback, and retrieving content from the Spotify Web API.

Sales and Stock Analysis MCP Server

Enables querying sales data, identifying out-of-stock products, viewing top sellers, and receiving restock suggestions through natural language.

TikTok Agent Publisher

Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and live uploads.

SportsQuant MCP Server

Provides AI agents with professional-grade tools for expected value calculation, Monte Carlo predictions, historical backtesting, and portfolio risk management in sports betting.

path402

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

MrJ-JMRI-MCP

Control your DCC model railroad by voice or chat through any MCP client, with dynamic discovery of layout elements from JMRI.