Discover Awesome MCP Servers

YugabyteDB MCP Server

An MCP server implementation that allows Large Language Models to directly interact with YugabyteDB databases, supporting table listing and read-only SQL queries.

md-mcp

Exposes local markdown documentation, notes, and knowledge bases to AI tools via the Model Context Protocol without embeddings or uploading.

GDB MCP Server

Enables AI agents to debug embedded systems by providing a comprehensive interface for GDB operations across multiple architectures like ARM and x86. It supports remote debugging via gdbserver or QEMU, allowing for detailed inspection of memory, registers, stack frames, and variables.

MCP Calculate Server

Gương của

omni-video-mcp

An MCP server that transforms LLM-enabled IDEs into professional video editors by pre-processing footage into text proxies, generating motion graphics via HTML/CSS, and orchestrating complex FFmpeg renders.

ue-codegraph-mcp

An MCP server for indexing and querying Unreal Engine C++ codebases using a local SQLite database. It enables users to analyze call graphs, class structures, and Blueprint-exposed symbols through tools integrated with Claude Code.

Browserbeam MCP Server

Enables real browser automation as tools in Cursor, Claude Desktop, Windsurf, and any MCP-compatible client, allowing AI agents to interact with web pages through natural language.

Things MCP Server

Enables Claude to interact with Things 3 task management, allowing creation, analysis, and management of tasks, projects, and tags via natural language.

Plane MCP Server

A Model Context Protocol server that enables AI interfaces to seamlessly interact with Plane's project management system, allowing management of projects, issues, states, and other work items through a standardized API.

My Awesome MCP

A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Serves as a template for building custom MCP servers with both stdio and HTTP transport support.

X64Dbg MCP Server

Enables AI-assisted reverse engineering and debugging through x64dbg integration. Provides 40+ tools for breakpoint management, memory operations, register manipulation, code analysis, process control, and advanced debugging features.

Grounding Lite MCP Server

Provides custom tools to the Gemini model for spatially grounding responses using Google Maps Platform APIs (Places, Routes, Elevation).

MCP Headless Gmail Server

Enables reading and sending Gmail messages in headless/remote environments without local credential storage, using OAuth tokens passed directly in API calls for containerized deployments.

Harmonic MCP Server

Provides access to Harmonic.ai's API for searching and retrieving detailed information about companies and professionals. Supports company searches by domain or query, people searches, saved search results, and employee listings with pagination.

Crypto API Fixer

Auto-repair middleware for crypto trading bots. Fixes API errors silently in <2ms.

MCP-Typescribe

Một máy chủ MCP cho phép các LLM hiểu và làm việc với các API TypeScript mà chúng chưa được huấn luyện bằng cách cung cấp quyền truy cập có cấu trúc vào các định nghĩa kiểu và tài liệu TypeScript.

cueapi-mcp

Official MCP server for CueAPI. Schedule agent work on a cron, report write-once outcomes with evidence, and gate handoffs with verification from any MCP host.

Azure FinOps Elite

Production-grade MCP server for enterprise Azure cost optimization, enabling spend anomaly detection, multi-tenant auditing, budget validation, and compliance-aware recommendations.

LPC MCP Server

Enables AI assistants to understand and query LPC codebases through natural language, using a language server for hover info, definitions, references, and diagnostics.

JIRA MCP Server for Cursor

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) tích hợp JIRA trực tiếp vào Cursor IDE, cho phép người dùng xem các vấn đề được giao, nhận thông tin chi tiết về các ticket cụ thể và chuyển đổi các vấn đề JIRA thành các tác vụ cục bộ mà không cần rời khỏi trình soạn thảo của họ.

Text-Transformer

MCP servers that provide multiple text conversion functions, including case conversion, string inversion, and palindrome detection.

intodns-mcp

MCP server for IntoDNS.ai providing 36 free tools for DNS, DMARC, SPF, DKIM, BIMI, DNSSEC, MTA-STS, FCrDNS, blacklist and email security checks. Citation-grade report snapshots with content hashes. No API key required.

CPersona

Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword), confidence scoring via Reciprocal Rank Fusion, episodic/profile memory, and 16 tools. Zero LLM dependency. Works standalone with Claude Desktop and Claude Code. MIT licensed.

heygen-mcp

Exposes HeyGen's video generation API to MCP-compatible clients, enabling listing avatars, generating videos, and checking render status.

Mistral OCR MCP Server

An MCP server that enables Claude to perform OCR on local files using Mistral AI's document processing capabilities. It converts documents and images into markdown format for seamless analysis and interaction.

FastMCP Production Server

Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON validation, artifact logging, and optional Redis key-value storage through both stdio and HTTP transports. Features production-ready security controls including sandbox enforcement, allowlist validation, and comprehensive input validation.

bybit-mcp

MCP server for Bybit exchange enabling 246 tools for trading, market data, account management, and more via natural language.

Monad NFT Analytics MCP

A server that retrieves NFT-related data on the Monad testnet, allowing users to check NFT holders, calculate portfolio values, view collections, and track top-selling NFTs by volume and sales across different time periods.

Leadloadz

Fetch fresh leads and verify emails in one MCP server

MCP Healthcare Server

Provides real-time access to medical data including drug interactions, ICD-10 codes, FDA adverse event reports, and clinical guidelines. It enables LLMs to query databases like openFDA, PubMed, and CMS for pharmaceutical and clinical information.