Discover Awesome MCP Servers

KubeBlocks Cloud MCP Server

MCP server for KubeBlocks Cloud

BioQC-MCP

A professional MCP server for comprehensive bioinformatics quality control, providing automated FastQC/MultiQC analysis, HTML report parsing, and advanced data visualization for sequencing data.

Athena Protocol MCP Server

An intelligent MCP server that acts as an AI tech lead for coding agents, providing expert validation, impact analysis, and strategic guidance before code changes are made.

SENTINEL

Agent-Level Transaction Safety Oracle. Before an AI agent signs a blockchain transaction, it returns a SAFE/UNSAFE verdict with a SENTINEL Score (AAA-D) and risk flags. Pay-per-call $0.005 USDC via x402 on Base.

MCP Commerce Server

Enables natural-language querying of e-commerce data (products, users, orders) from a PostgreSQL database, using a Hugging Face model for safe intent extraction and parameterized SQL execution.

blog-writer-mcp

An AI blog automation server that uses a 'Creative DNA' system to generate personalized content based on a user's favorite authors and themes. It manages the entire workflow from trend collection and SEO optimization to automated publishing on Google Blogger.

google-mcp

MCP server for Google Drive, Docs, and Sheets — built for Claude Code. Gives Claude Code direct read/write access to Google Sheets (cell-level edits, formatting, structure), Google Docs (insert, replace, append), and Drive (search).

databricks-mcp

Safe, read-only SQL analytics for AI agents over MCP, enabling exploration, profiling, and querying of data without mutation risk.

wikikit

Enables agents to search, list, and read pages from a curated Markdown wiki via MCP, with live updates and tools for targeted section access.

🌐 Welcome to Fetch-MCP Repository 🌟

URL 또는 유튜브 비디오 트랜스크립트를 가져오는 MCP 서버.

Just Claude Things

An MCP server that lets Claude read and write your Things 3 tasks on macOS via AppleScript.

TalkToAnki

An MCP server that enables AI assistants to seamlessly manage Anki flashcards, decks, and templates through the AnkiConnect API. It supports intelligent querying, batch note creation, and detailed study progress analysis using natural language.

shap-mcp

A lightweight, focused Model Context Protocol (MCP) server exposing SHAP model explainability as agent-callable tools with dual stdio/HTTP transports and a built-in Web GUI.

Shopify MCP Server

Enables interaction with Shopify stores via the Admin API for product, order, metafield, and theme management.

MCP Server with OpenAI Integration

Production-ready MCP server that integrates OpenAI API with extensible tool support, enabling dynamic plugin loading and knowledge search capabilities through multiple interfaces including CLI and browser UI.

Wireshark MCP Server

A containerized server that enables AI clients to perform automated network packet analysis, protocol inspection, and traffic forensics using Wireshark/tshark. It features a stateless design that synchronizes PCAP files directly from GitHub for secure and ephemeral analysis sessions.

Houtini-lm

Houtini LM - LM Studio MCP Server with Expert Prompt Library and Custom Prompting - Offload tasks to LM Studio from Claude Desktop.

kicad-mcp-pro

KiCad MCP Pro is an MCP server for KiCad EDA workflows. It lets AI agents automate schematic and PCB tasks, ERC/DRC validation, DFM review, and manufacturing export.

ATLAS MCP

Safe, reliable, and verifiable execution for the Model Context Protocol, enabling governed tasks with planning, capability approval, side-effect verification, and evidence receipts.

oda-mcp

Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms through an MCP-compatible interface. Users can search for products, manage their shopping cart, and access order history using natural language commands.

browser-stream

Collapses browser act-then-observe into single tool calls, returning immediate consequences like DOM changes, layout shifts, and network activity to reduce tool calls by ~50% and tokens by ~90%.

Glassdoor Reviews API

Extracts Glassdoor employer reviews and returns them as structured JSON, usable as an MCP tool in AI agents.

StackOverflow MCP Server

Provides seamless access to StackOverflow's Q\&A database through MCP, enabling advanced search, question/answer retrieval, and rate-limit management.

sie-mcp

MCP server for Swedish accounting data analysis (SIE4, Spiris/Visma) with tools for reading financial records, generating reports, and preparing draft actions under strict human approval.

Appointment Manager MCP Server

Enables users to manage appointments through a FastAPI backend with PostgreSQL database. Supports creating, listing, updating, and deleting appointments via natural language interactions through Claude.

Axon Pro

Transforms codebases into structural knowledge graphs for AI agents and developers, providing precise architectural awareness and dependency mapping.

Keyword Research Tool MCP Server

Provides comprehensive SEO analysis by crawling websites and generating AI-powered keyword insights, search volume data, and competitor strategies. It delivers detailed reports on keyword clusters and commercial intent to help optimize digital marketing workflows.

holidays-mcp

Provides real, official public holiday data for ~100 countries with tools to list holidays for a year and check if a specific date is a holiday. Free, no API key required, powered by Nager.Date.

thatsme MCP Issuer

Enables teams to automate certificate issuance and query engagement data from the thatsme platform via AI-powered tools like search_events and issue_certificates.

Dawarich MCP

Minimal read-only MCP server that lets you query a Dawarich instance for stats, timeline, visits, points, track details, exports, reverse geocoding, and journey summaries.