Discover Awesome MCP Servers

TabulaRAG

Enables AI assistants to query tabular data (CSV/TSV) using natural language with cell-level citations, supporting multi-tenant workspaces, access control, and semantic search.

MCP Google Analytics Server

Enables comprehensive integration with Google Analytics 4, allowing users to read analytics reports and send custom events through both the Data API and Measurement Protocol v2.

LiLBrain

Instant codebase knowledge graph MCP server. It auto-detects languages, indexes functions, classes, and call chains, enabling LLMs to navigate code in milliseconds.

Yamato Printer MCP Server

Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label printer through a Raspberry Pi-based MCP server.

url-safety-validator-mcp

Enables AI agents to check URL safety before fetching content, using Google Web Risk, URLhaus, PhishTank, and AI analysis to return SAFE/SUSPICIOUS/DANGEROUS verdicts.

frontend-review-mcp

Enables visual review of UI edits by comparing before and after screenshots, returning whether the edit satisfies the request.

hh-jira-mcp-server

Claude AI 어시스턴트를 통해 사용자가 JIRA 작업 및 이슈와 상호 작용할 수 있도록 JIRA와 통합을 가능하게 하는 모델 컨텍스트 프로토콜 서버.

fichapao-mcp-server

MCP server for managing bakery recipe technical sheets with Postgres. Enables AI agents to search, create, update, approve, and compare recipe versions through secure tools.

Open Data MCP

Enables exploration and interaction with South Korea's Public Data Portal (OpenAPI) through keyword search, standard documentation retrieval, and direct API endpoint calls with automatic service key injection.

douanecode-mcp

Enables AI agents to search EU/French customs codes, get duty rates, and monitor tariff changes via natural language, using the DouaneCode API.

@proxies-sx/mcp-server

Enables AI agents to autonomously buy and operate mobile proxies via MCP, supporting both API key and on-chain USDC payments for tasks like port creation, IP rotation, and traffic management.

mysql-mcp-tool

Enables AI models to interact with MySQL databases through MCP protocol, supporting queries, table schema inspection, and data manipulation operations.

Kickbacks MCP Server

MCP server for Kickbacks.ai that pays developers ad revenue from AI coding agent spinners. Provides tools to check balance, earnings, status, ad history, and toggle ads.

BraveMCP

A local-first browser extension and MCP server that captures your browsing history, bookmarks, highlights, and notes, making them searchable by Claude Desktop as a personal memory assistant.

sled-feed

MCP server for US (Mississippi) and UK government procurement feeds. Search live bids and tenders and track what changed over time: deadline moves, new awards, and added documents. Tools: search_opportunities, get_opportunity, list_recent_changes.

PDF Generator API MCP Server

This MCP server enables interactions with the PDF Generator API for creating, converting, and managing PDF documents using natural language commands.

Multimodal MCP Server

Enables MCP-compatible clients to leverage OpenAI's multimodal capabilities (vision, image generation, speech-to-text, text-to-speech) through file-oriented tools with a security-first architecture.

MPilot

Unified MCP server for media acquisition, subtitle automation, and agent-run media workflows, enabling downloads via Prowlarr/qBittorrent and subtitle translation/sidecar creation.

MCP Server for EAI Services

Implements a Multi-Channel Platform Server that integrates with existing Enterprise Application Integration services, providing tools and endpoints to securely fetch network reports and access management features.

Codex Native Memory

Provides local cross-session memory for Codex by importing transcripts, indexing in SQLite, and exposing search, context, and memory management through MCP tools.

scipdf-mcp

MCP server for downloading academic papers from DOI or title, resolving references, and generating citations. Supports batch downloads, multiple mirrors, and optional Unpaywall integration.

Glama MCP Server Search

An MCP server for searching and exploring MCP servers from the Glama MCP directory. This server provides tools to search for MCP servers, get detailed information about specific servers, and explore available server attributes using the Glama MCP API.

Aegis MCP Server

An enforcement layer that validates AI agent actions against governance policies, including path permissions and content scanning, at runtime. It enables secure, role-based execution of file operations and commands with zero token overhead by processing policies independently from the agent's context.

Document Intelligence MCP Server

Enables Claude to read and analyze PDF documents with automatic OCR processing for scanned files. Features intelligent text extraction, caching for performance, and secure file access with search capabilities.

Tailscale MCP Server

Enables interaction with the Tailscale API to manage devices, ACLs, keys, and DNS configurations directly from MCP clients like Claude Desktop or Raycast.

MCP File Tools Server

Provides file system operations (read, search, list) and time queries, enabling Claude to interact with files and get time in any timezone.

Research MCP Server

Enables searching and managing academic papers from arXiv with tools, resources, and prompt templates for literature review.

Modular RAG MCP Server

Enables building production-grade RAG systems with agentic reasoning, hybrid retrieval, and MCP protocol integration for use with Claude Desktop.

Custom Context MCP Server

템플릿과 자리 표시자를 사용하여 텍스트를 구조화된 JSON 데이터로 변환하는 모델 컨텍스트 프로토콜 서버입니다.

MCP Server

Provides SMTP integration for sending HTML emails and specialized prompts for intent detection and client information extraction. It enables LLMs to automate personalized email workflows and structure user communication data.