Discover Awesome MCP Servers

Fluxion Bus

Enables AI agents to delegate scoped tasks across multiple providers like Codex, Claude Code, and Antigravity through a single local MCP server, with quota monitoring, notifications, and remote control via messaging apps.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright automation tools, allowing them to perform web tasks like navigation, typing, clicking, and taking screenshots. Deployed on Cloudflare Workers and compatible with various AI platforms including Claude Desktop and VS Code.

A2A Market MCP Server

Connect AI agents to A2A Market — publish procurement intents, discover suppliers, negotiate prices, and settle orders via 31 MCP tools| | Long Description |A2A Market is an AI Agent-native commerce network. This MCP server exposes 31 tools covering the full buy/sell lifecycle: intent publishing, multi-layer sourcing (L1-L5), AI-hosted multi-round negotiation, human-authorized settlement, comp

chrome-pilot-mcp

Connects to a running Chrome instance via CDP to expose browser control as MCP tools, preserving login state, cookies, and extensions for automation.

pubmed-search-mcp

An intelligent research assistant MCP server for AI agents, providing task-oriented literature search and analysis across multiple academic databases.

Hexis

A git-backed MCP server that centrally manages AI agent skills, tools, and knowledge with role-based access, change requests, and a remote OAuth 2.1 endpoint.

MemoryVault MCP

A self-hosted, graph-aware memory server for AI assistants that provides persistent memory across sessions with hybrid search and knowledge graph capabilities.

MCP Vertica

Enables interaction with Vertica databases through SQL queries, schema management, and bulk data operations. Supports connection pooling, SSL/TLS security, and configurable permissions for database operations.

WPPilot

Turns a WordPress site into an MCP server, letting AI clients interact with WordPress via typed abilities with safety profiles and plugin-aware integrations.

TickTick MD MCP

Enables AI integration with TickTick to manage tasks, projects, and tags through the Model Context Protocol. It allows users to import from Markdown, export project data to multiple formats, and perform task operations using natural language.

Playwright MCP

Enables AI assistants to interact with web browsers in real-time through Playwright, providing DOM access, screenshots, and interaction recording to generate accurate, context-aware test scripts.

MCP Server Kubernetes

Enables comprehensive Kubernetes cluster management through kubectl operations, Helm chart deployments, pod troubleshooting, and node management. Supports both read-only and full cluster administration capabilities with built-in safety features.

TheAlmanac

Enables programmers to search, download, and access up-to-date API and software documentation through MCP tools, integrating with LLMs like Claude for Desktop.

pith

MCP server for task management that enables AI agents to read, create, update tasks, and track work sessions, allowing agents and humans to collaborate on the same task board.

qiskit-sim-mcp

This MCP server enables Claude Desktop to create, visualize, and simulate quantum circuits using Qiskit and Qiskit Aer, with support for preset circuits, custom QASM, and noise modeling.

Weather MCP Server

A real-time weather query server based on the HelloAgents framework that provides weather data for major Chinese cities and global locations via the wttr.in API. It allows users to retrieve temperature, humidity, and atmospheric conditions without requiring an API key.

EcoGO Flights

印度航班预订 MCP (Yìndù hángbān yùdìng MCP)

Clockify MCP

Clockify MCP

Wasapi MCP Server

Enables managing WhatsApp Business accounts through natural language, including sending messages, managing contacts, and querying conversations.

MCP-Based Enterprise Knowledge Search Assistant

Enables enterprise knowledge search through a chat interface, comparing traditional RAG with MCP-driven retrieval using hybrid BM25 and dense vector search, Ollama-powered answer generation, and question routing to domain-specific retrieval tools.

passive-aggression

Analyzes text for passive-aggressive language, returning severity score, flagged phrases, and suggested direct responses.

Jarvis

MCP server for designing drones and related physical systems through natural language in Spanish, with deterministic calculation and simulation.

Simple Console MCP

A minimal browser debugging MCP server that monitors Chrome Console logs and executes JavaScript. 97% lighter than full DevTools alternatives, providing just 4 essential tools for efficient debugging without consuming excessive context tokens.

NSE-MCP

Exposes live Indian stock market data from the National Stock Exchange (NSE) via 17 tools covering bulk/block deals, institutional flows, market data, corporate events, and short selling.

openbeautyfacts

Enables querying Open Beauty Facts product data through natural language, using the Pipeworx MCP gateway.

gh-review-queue-mcp

MCP server that ranks and deduplicates your GitHub pull request review queue across direct requests, team requests, and your own waiting PRs into a single prioritized list via one get_review_queue tool.

mcp-macclean

Local multi-package manager cache cleaning MCP service that safely discovers, previews, and cleans caches for Maven, pnpm, npm, yarn, pip, uv, and Go.

ChemMCP

A chemistry computation platform providing 19 professional tools for molecular structure processing, including SMILES conversions, molecular calculations, functional group identification, visualization, and AI-powered molecule generation and description.

youtube-transcript-mcp

An MCP server that gives Claude access to YouTube video transcripts. Extract full transcripts, search for keywords with timestamps, and get direct YouTube links to matching moments.

Arra Oracle

MCP server for semantic search over Oracle philosophy using hybrid search (FTS5 + LanceDB). Integrates with Claude Code for querying wisdom and managing a knowledge vault.