Discover Awesome MCP Servers

Jira Service Management MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Jira Service Management (beta): https://www.cdata.com/download/download.aspx?sku=GKZK-V&type=beta

Cadastro PF Plus

Provides expanded Brazilian individual registration data from CPF, offering read-only queries with prepaid credits and no credentials.

shelfmark

Enables coding agents to query local notes, decisions, docs, and code with hybrid retrieval (BM25 + embeddings + reranking) and get path:line citations. It provides tools like rag_query for full-corpus search and search_knowledge for project-scoped knowledge recall.

unofficial-davinci-mcp

Lets AI agents drive DaVinci Resolve for video editing, including beat-synced cuts, color matching, and loudness normalization, with both live Resolve Studio control and file-based interchange for the free edition.

DevContainer MCP Server

Enables AI-powered creation, configuration, and management of DevContainer environments using natural language prompts. Supports 11+ templates for popular development stacks and provides container lifecycle operations through VS Code, Cursor, or any MCP-compatible editor.

Datacore

AI second-brain engine: GTD, knowledge graph, and engram memory over MCP.

ProducerMCP

AI music production with text-to-music generation, audio extension, remixing, and cover creation via AceDataCloud API.

Microsoft Graph MCP Server

Enables AI assistants to interact with Microsoft 365 services (users, mail, calendar, files) via Microsoft Graph API.

netpascal-mcp-tools

Provides web automation utilities, including taking Camofox browser tab screenshots and saving them directly to local files.

whatshot-mcp

MCP server that connects to a WhatsHot Backend over HTTP to provide hot topic discovery, trend analysis, and historical data tools such as current hotlists, trend series, and event analysis.

io.github.cdeust/prd-spec-generator

Generates structured, validated PRDs from feature descriptions via a staged reducer pipeline. Provides MCP tools for pipeline control, section/document validation, context budgeting, and failure-to-retrieval mapping.

ventrox

Enables coding agents to log friction events (tried, failed, minutes lost) and allows reviewers to cluster, rank, and resolve these vents locally without network access.

MCP Google Sheets Server

Servidor de Protocolo de Contexto do Modelo (MCP) que permite a interação com o Google Sheets

weather-mcp-pro

MCP server that exposes real-time weather, forecasts, air quality, and multi-city comparison tools via the OpenWeather API for LLM agents.

media-downloader

A multimedia downloading and conversion MCP server supporting YouTube, HLS streams, podcasts, and images, with features like batch downloads, subtitle extraction, format query, and whitelist management.

MemOS

MemOS (Memory Operating System) is a memory management operating system designed for AI applications. Its goal is: to enable your AI system to have long-term memory like a human, not only remembering what users have said but also actively invoking, updating, and scheduling these memories.

contextium-mcp-server

MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, and workflows directly into Claude, Cursor, and other AI coding assistants.

MCP Brasil API

Enables LLMs to query Brazilian public data such as CEP, CNPJ, DDD, exchange rates, banks, and holidays via the Model Context Protocol.

NotebookLM MCP Structured

An enhanced MCP server that enables users to interact with NotebookLM while ensuring strict source fidelity and citation accuracy through client-side prompt structuring. It guides Claude to transform user queries into structured prompts that prevent the addition of external knowledge during document analysis.

xiaohongshu-skill

MCP server for automating Xiaohongshu (RED Note). Publish posts, search content, comment, like, and analyze creator data on China's largest lifestyle social platform.

mcp-svg-marp

An MCP server that converts SVG files into Marp presentations, with features like text extraction and PNG conversion.

Hellio Messaging MCP server

Exposes the Hellio Messaging API as MCP tools for SMS, OTP, voice, HLR lookup, email verification, balance, pricing, webhooks, and USSD operations.

Invoice MCP Server

Allows AI clients like Claude and Cursor to authenticate and interact with an invoice generator backend, enabling login, invoice creation, and invoice download.

mcp-lock-manager

Provides file-level exclusive locking across multiple Claude Code instances to prevent edit conflicts when multiple agents edit the same project simultaneously.

onchainos MCP Server

Enables on-chain operations including token search, market data, wallet management, swap execution, and DApp interactions across 20+ blockchains.

HacknPlan MCP Server

Enables AI assistants to manage game development projects, sprints, tasks, and design documents via the HacknPlan API.

phab-arc-mcp

MCP server for reviewing Phabricator revisions. It fetches revision context and creates draft inline comments via Conduit API.

Fibrous MCP Server

Provides tools for multi-chain DeFi operations using the Fibrous SDK, enabling AI agents to find swap routes, build transactions, and execute swaps across Base, Starknet, and Scroll networks.

task-orchestrator

Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with any MCP-compatible client.