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.

is-it-agent-ready

Provides agent-readiness audits of public websites via Cloudflare's scanner, enabling users to run scans, save reports, and enforce safety boundaries from natural language.

Companion MCP

An MCP server for Bitfocus Companion that enables AI assistants to program and control Stream Deck surfaces and other Companion-connected devices. It provides 53 tools for button control, styling, page management, variable handling, and batch operations with verification and rollback.

youtube-video-analyzer-mcp

Analyzes public YouTube videos with Google Gemini, enabling summarization, timestamped insights, metadata extraction, audio analysis, and long-video sessions with follow-up questions.

keka-mcp-server

MCP server for the Keka HRM API, enabling HR operations like employee management, leave, attendance, payroll, recruitment, and PSA.

ragx

RAGX MCP Server enables retrieval-augmented generation with document ingestion, hybrid search, and agentic answering using Claude, exposing tools for querying, searching, and managing documents.

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.

ICCPlus MCP

Enables AI agents to author, validate, and build ICC Plus interactive fiction projects with full schema awareness and source-backed indexing.

mcp-pypi

An MCP server built with FastMCP that provides basic terminal abilities like running commands, running Python, and working with files and folders.

GA4 MCP Server

Enables interaction with Google Analytics 4 to manage accounts, run standard or realtime reports, and validate event parameters. It supports dual authentication methods and integrates with GTM for end-to-end data collection orchestration.

walletbureau

MCP server that scores the behavioral risk of a wallet on Base before sending it money. Provides a risk score, verdict, and explainable flags based on USDC payment history.

mcp-meme-sticky

mcp-meme-sticky

AkShare MCP Server

Provides access to historical financial data for US, Hong Kong, and A-share markets using the AkShare library. It returns formatted stock market data, including prices and trading volumes, in easy-to-read Markdown tables.

gopls-mcp

https://gopls-mcp.org/ MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.

G4 Data Model MCP Server

Enables deployment of a customizable MCP server on Cloudflare Workers without authentication. Allows users to define custom tools and connect to clients like Claude Desktop or Cloudflare AI Playground for remote tool execution.

BarrHawk

Enables automated end-to-end testing and verification of web applications through natural language, with self-healing selectors and dual-mode execution.

Google Analytics MCP Server

Enables LLMs to interact with Google Analytics Admin and Data APIs to retrieve account summaries, property details, and custom metrics. It allows users to run core and real-time reports to analyze website performance and configuration via natural language.

docx-mcp

Enables comprehensive management of Microsoft Word documents with 30+ tools for reading, writing, formatting, template merging, image extraction, equation extraction, and style application.

triage-mcp

Enables LLMs to triage GitHub issues by retrieving similar reported issues and classifying components using historical data.

Flask Video Feedback

Video feedback for AI agents via Flask (flask.do). Agents upload renders for human review and get the feedback back as transcribed, timestamped comments over MCP, with annotated frames and versioned revisions.

FireScrape MCP Server

Enables AI models to search the web using DuckDuckGo, scrape webpage content in markdown format, and browse/read local files for code analysis and debugging.

Dominion Observatory

Tracks MCP server behavior from agent-reported interactions. Provides trust scores, behavioral baselines, anomaly detection, and compliance audit exports for EU AI Act and Singapore IMDA frameworks.

INPI: Processo de Registro de Marca (Resumida)

Consulta resumida em fonte oficial do INPI sobre processos de registro de marca via uma ferramenta de leitura, com pagamento pré-pago por uso.

torii

Torii is an OAuth 2.1 authorization server and gateway for MCP servers, providing tool-level RBAC, audit trail, and credential management. It enables Claude clients to securely access upstream MCP servers through a single authenticated front door.

MCP Server Kalshi

Um servidor MCP para interagir com os mercados de previsão da Kalshi.