Discover Awesome MCP Servers

Linear Issues MCP Server

An MCP server providing read-only access to Linear issues for language models, allowing them to fetch issue details and comments using a Linear API token.

Repsona MCP Server

Enables integration with Repsona project management platform, allowing users to manage tasks, projects, notes, files, and inbox through natural language interactions with the Repsona API.

superFetch MCP Server

An MCP server that fetches web pages and extracts clean, AI-friendly Markdown content using Mozilla Readability. It provides secure web access for LLMs with built-in SSRF protection and automated content cleaning for improved context retrieval and summarization.

VayuChat MCP

A FastMCP server for natural language data analysis that allows users to load CSV files, execute Python code with pandas and numpy, and generate matplotlib visualizations. It provides a suite of tools for data exploration, statistical summaries, and querying datasets through MCP-compatible clients.

mc-mcp-server

🚧 Máy chủ Java MCP cho Minecraft

MCP Memory Server

An MCP server that gives Claude persistent memory by storing conversation context, entities, and enabling semantic search across sessions.

PIA MCP Server

Enables AI to search and retrieve detailed information from U.S. government datasets, including GAO reports, oversight recommendations, congressional bills, and more, with OData filtering and faceted search.

Agentpool

A Stack Overflow for Claude Code agents — a shared pool of solved-problem fixes.An agent hits an error, calls ask_pool for ranked prior fixes; solves something new, calls post_solution. Semantic search + write-time content shield. Free, Apache-2.0.

task-manager-mcp

Enables AI assistants to manage tasks across multiple projects with structured Markdown files, supporting creation, updates, completion, and organization with metadata and dependencies.

gemini-cli-mcp-server

A MCP server wrapper for Google's Gemini CLI that enables AI assistants to perform searches, have conversations, list sessions, and analyze files using Gemini's capabilities.

mlctl

Enables natural language management of the full ML lifecycle including experiments, model registration, deployment, and pipeline orchestration through a conversational agent.

Astro Docs MCP Server

Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access the latest Astro documentation in a structured way, enabling accurate answers about Astro's features, APIs, and best practices.

@vocea.app/mcp-server

Enables AI agents to generate speech, transcribe audio, and manage voices via the Vocea API.

Trade Me MCP Server

Enables AI assistants to interact with New Zealand's largest online marketplace through the Trade Me API. Supports searching listings, managing watchlists, placing bids, making purchases, and accessing marketplace data across all Trade Me categories.

Clipboard MCP Server

Enables pattern-based file editing operations using copy/paste functionality with text landmarks instead of exact string matching. Allows AI agents to efficiently manipulate file content by identifying code patterns and insertion points without consuming large amounts of context tokens.

Google Analytics 4 Admin MCP

Manages Google Analytics 4 accounts, properties, annotations, audiences, and custom dimensions through the MCP protocol.

dbt-mcp

MCP server that provides tools to interact with dbt, including dbt Core, Cloud CLI, Semantic Layer, and Discovery API.

dfns-mcp

Provides AI agents with access to DFNS documentation, API reference, and SDK code through full-text search and type intelligence.

paean-pay-mcp

Enables AI agents to send and receive USDC stablecoin payments on Base and Solana blockchains through MCP tools for wallet operations, balance checks, payment requests, and transfers.

YTPipe

Transforms YouTube videos into LLM-ready knowledge bases through transcription, semantic chunking, and vector embedding services. It provides 12 specialized MCP tools for video processing, semantic search, and SEO intelligence analysis.

ReviewMCP

Enables automatic validation and correction of Re:VIEW manuscript files by checking for unauthorized tags, fixing duplicate/empty IDs, and running fast lint checks to prevent common errors during writing.

PyTorch Lightning MCP Server

A minimal integration layer exposing PyTorch Lightning via a structured, machine-readable API for tools, agents, and orchestration systems.

US Regulations MCP Server

Enables querying US compliance regulations including HIPAA, CCPA, SOX, and more directly from AI assistants and MCP-compatible clients.

MCP Jira

Enables AI assistants to interact with Jira Cloud and Server/Data Center deployments for issue management, project tracking, and workflow automation. Supports multiple authentication methods including API tokens, OAuth 2.0, and personal access tokens.

vizio-tv

Control a Vizio SmartCast TV over your local network via the SmartCast local API, with no cloud required.

Qdrant MCP Server

Provides semantic memory capabilities using Qdrant vector database with configurable embedding providers, allowing storage and retrieval of information using vector similarity.

Clarity MCP Server

Enables AI assistants to call web APIs extracted from HAR files, turning browser traffic into MCP tools.

Securities prices MCP server sample

Mẫu máy chủ MCP cho giá chứng khoán, thông tin lịch sử, v.v.

Software Management MCP Server

Enables AI agents to automate local software management workflows including installation, uninstallation, updates, and environment recommendations. It provides a standardized, non-interactive interface for managing system applications and tracking software versions safely.

Thunder Client License Manager MCP Server

Provides tools for managing Thunder Client licenses through their API, enabling users to add, retrieve, and remove licenses with simple commands.