Discover Awesome MCP Servers

Viz MCP Server

Enables AI agents to create data visualizations like bar charts, line charts, pie charts, scatter plots, and histograms, returning inline SVG or PNG files.

ruyi-mcp

Community MCP server for RuyiPage enabling browser automation, fingerprint analysis, network interception, and human behavior simulation via 56 MCP tools.

flowcastle-mcp

Build, edit, and deploy Telegram bots on FlowCastle's hosted visual flow platform: 16 tools to read workspace context, learn the flow format, validate and apply flow edits, and manage broadcasts. Ships with 23 ready-to-use bot templates and runs as a stdio bridge (mcp-remote) to the hosted Streamable HTTP endpoint.

teztun-mcp

Manage TezTun tunnels, subdomains, and service tokens from any MCP-compatible AI client. TezTun is a self-hosted ngrok alternative that exposes localhost services through teztun.uz with HTTPS and optional custom domains.

FLINT Agent Passport

Enables verification of AI agent identity, authority, and integrity at transaction time, returning signed verdicts for allow, step-up, review, or block.

RemoteConnect MCP Server

Enables AI agents to discover, inspect, edit, rebuild, and save Schneider Electric RemoteConnect and SCADAPack x70 IEC logic projects, including program sections, hardware, variables, and Modbus configuration.

mcp-govern

MCP server for investigating public transparency and detecting corruption patterns by cross-referencing open data from Catalan, Barcelona, and Spanish government sources, with 49 tools for contract, subsidy, salary, and lobbying analysis.

Google Services MCP Server

Enables interaction with multiple Google services including Maps, Finance, Flights, Gmail, and Calendar through a unified interface. Provides comprehensive access to geocoding, stock data, flight information, email management, and calendar operations.

mcp-myvariant

Enables querying metadata from MyVariant.info, a comprehensive variant annotation database, providing dataset statistics, source information, and build versions.

ohos-playwright-mcp

MCP server for HarmonyOS/OpenHarmony ArkWeb that enables browser automation using playwright-core over CDP, providing tools for navigation, input, network, cookies, and more.

@aiwerk/mcp-server-wheel-size

Provides vehicle wheel and tyre fitment data for 10,000+ makes, models, and trim levels through 32 read-only tools, enabling searches by vehicle, rim, or tire specifications.

Omega API MCP

It gives AI agents one tool to access the Omega-API judge, which evaluates conversational turns and returns a decision and gate action (release, clarify, suppress, or none) to guide the agent's response.

MCP Server Deepdive

A Python-based MCP server implementation that can be easily installed via pip or directly from GitHub, providing a simple way to deploy and run MCP server functionality.

qwen-expert

Enables Claude Code to request an additional advisory opinion from Qwen3.8-Max through a manually authorized local browser session, while keeping the interaction confined to loopback endpoints.

edgar-mcp

MCP server providing read-only access to SEC EDGAR filings, allowing LLMs to look up companies, search filings, and retrieve securities offering data.

js-reverse-mcp

A Chrome DevTools Protocol-based MCP server that enables AI coding assistants to control browsers for JavaScript debugging, reverse engineering, web scraping, and API debugging.

mobile-mcp-opengl

Enables AI coding agents to test and automate Android apps rendering UI in OpenGL/Vulkan/Metal surfaces via screenshot-based vision tools for tapping, swiping, long-pressing, and recording, without accessibility tree dependency.

iTick MCP Server

Provides real-time financial market data for stocks across multiple markets (A-shares, Hong Kong, US, etc.) including live quotes, K-line data, tick data, order book depth, technical indicators, and money flow analysis through the iTick API.

Public Gateway MCP

Connects AI assistants to Axcient for real-time data retrieval and actions through natural conversation.

zerodrop-mcp

Provides disposable email inboxes for AI agents to automatically receive and extract OTPs and magic links, enabling seamless email verification during autonomous workflows.

TraceBug

Local stdio MCP server that gives AI coding agents (Claude Code, Cursor, Windsurf) read-tools over TraceBug bug-report .html files — session replay, console errors with stacks, network activity, and a millisecond repro timeline. All data is read from local disk; zero network connections. Free, MIT. Unedited crash-to-root-cause transcript: tracebug.dev/proof

SmartBrowserMCP

A Model Context Protocol server for web automation that enables browser control, element interaction, content extraction, and monitoring using Playwright.

swagger-docs-mcp

Connects AI agents with Swagger/Knife4j API documentation, enabling real-time retrieval, search, and structured understanding of API interfaces, parameters, and schemas.

Fusion MCP Server

Enables AI to analyze and transform data using fusion algorithms with statistical, machine learning, or hybrid methods. Provides seamless data format conversion and enhanced analytical capabilities through the Model Context Protocol.

byrdocs-search-mcp

Enables AI clients to search BUPT byrdocs materials, past exam papers, and freshmen knowledge base via natural language.

MediAssist AI

An educational healthcare assistant MCP server that provides medication information, interaction checks, symptom guidance, and health topic searches using local data and a local LLM.

ICF MCP Server

Enables lookup, search, browsing, and explanation of WHO's International Classification of Functioning, Disability and Health (ICF) codes and qualifiers via the WHO ICD-API.

WordComb MCP Server

Exposes a word combination engine with tools to generate permutations and check words against English and Arabic dictionaries, accessible via SSE.

Aare.guru MCP Server

Provides access to real-time and historical water conditions of the Aare river in Switzerland, including water temperature, flow rates, swimming recommendations, and data from multiple monitoring locations along the river.

Zerodha MCP Server

Enables natural language access to Zerodha trading accounts for retrieving portfolio holdings, positions, orders, funds, and real-time market prices. Supports secure authentication for Indian stock market trading operations via Claude, Cursor, and other MCP-compatible AI tools.