Discover Awesome MCP Servers

Decapod Intent Kernel

Enables AI agents to create intent contracts, check boundaries, record completions, and export receipts for structured agent workflows

Store Sales Data MCP Server

Enables querying and managing daily store sales data stored in CSV files, including listing available dates, retrieving raw sales data, computing daily and per-item statistics, and saving new daily sales data.

FortiAnalyzer MCP Server

Enables AI assistants to interact with FortiAnalyzer for log analysis, reporting, security monitoring, and SOC operations via the JSON-RPC API.

dashan-crm-mcp

Enables AI agents to manage Dashan CRM (customers, orders, products, etc.) via MCP with built-in safety constraints.

mcp-facebook-ads

Enables managing Facebook ads campaigns, ad sets, ads, creatives, insights, and audience targeting via Meta's Marketing API.

mcp-searxng-local

MCP server for local web search via SearXNG, providing unlimited queries without API keys or cost, with automatic fallback to public instances.

WebScout MCP

Enables reverse engineering of web applications and chat interfaces through browser automation, network traffic capture, and streaming API discovery. Provides comprehensive tools for analyzing network patterns, capturing streaming responses, and automating complex web interactions.

Webpage MCP Server

Enables querying and retrieving content from webpages by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes built-in rate limiting for protection against abuse.

IBM Core Content Services MCP Server

Enables AI agents to interact with IBM FileNet Content Manager for document and folder management, including creation, updates, check-in/out, search, metadata management, and text extraction operations.

ExileAPI Plugin Dev MCP

An MCP server that provides a bounded development workflow for ExileAPI plugins, enabling agents to detect compiler references, create linked Git repositories, and read build errors.

figma-mcp

Enables AI coding assistants to draw UI directly on a Figma Desktop canvas and read existing designs back as structured JSON, tokens, CSS, and screenshots, all over a localhost bridge without external API keys.

mymore

A category-first, lightweight MCP memory server that provides persistent memory for AI agents using Markdown and SQLite FTS5, with triage classification and consolidation.

Context7 MCP Python Server

Provides real-time access to code library documentation and examples through Context7 API integration, enabling AI assistants to retrieve up-to-date technical documentation, code snippets, and best practices for various programming libraries.

Calculator MCP

LLM을 위한 기본적인 계산기 기능을 제공하는 모델 컨텍스트 프로토콜 서버. 덧셈, 뺄셈, 곱셈, 나눗셈, 모듈로, 제곱근과 같은 수학 연산을 수행할 수 있도록 지원합니다.

Discord Message Finder MCP

Read-only MCP server for finding Discord messages. It enables searching guild messages, locating messages from jump URLs, and reading context around results.

MCP Test DB Server

Enables interaction with a PostgreSQL database through MCP tools for employee management. Supports listing and adding employees via natural language chat interface with LLM integration.

Scancode License Analysis Tool for MCP

Analyzes software licenses using Scancode data to help users identify problematic licenses, affected files, and compliance issues through the Model Context Protocol.

camunda-mcp

MCP server for modeling Camunda 7 BPMN diagrams programmatically, including elements, flows, and Camunda extensions.

ast-editor

AST-targeted code editing MCP server with 28 surgical tools for structural edits across 11 languages. Built on tree-sitter, replaces brittle search/replace with byte-correct edits keyed by symbol names.

com.aleeth/authority-mcp

A governed MCP server exposing 37 risk-checked tools with signed Ed25519 receipts on a Bitcoin-anchored ledger, failing closed if governance or receipt writing fails.

sakenowa-mcp-vercel

Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via MCP protocol, deployed as a Vercel serverless function.

TiDB MCP Server

TiDB 데이터베이스에 대한 SELECT 쿼리를 실행할 수 있도록 하는 Model Context Protocol 서버입니다. 명시적으로 활성화된 경우 INSERT, UPDATE 및 DELETE 작업에 대한 선택적 지원을 제공합니다.

Gemini SuperClaude MCP Server

Enhances Gemini CLI with SuperClaude Framework v4.0.9, providing 22 specialized commands, 14 domain-expert agents, and integration with 6 MCP servers for development, analysis, and automation.

stack-advisor

An MCP server that recommends tech stacks for your project. Describe what you're building and get a recommended stack with reasoning, tradeoffs, and what each layer should use.

arxiv-mcp

Provides tools to search for arXiv papers, retrieve full-text HTML content via ar5iv, and download papers as PDFs. This server enables LLMs to find and interact with scientific research literature through a standardized interface.

agenthold

Shared versioned state for multi-agent AI workflows. An MCP server.

polyu-estudent-mcp

A local MCP server that lets Claude Code operate the PolyU eStudent portal to check grades, timetable, exams, search subjects, and manage course registration through natural language.

AI-powered chat system with multiple MCP servers.

AI-powered Chat System with multiple MCP servers.

novel-mcp

Enables AI tools to collaboratively write novels by managing chapters, characters, and story state through commands like validate, context, draft, review, and approve.

Journey/SameUp CMS MCP Server

Enables AI assistants to manage components and pages on the Journey/SameUp CMS through the CMS REST API, including listing, retrieving, and creating components with automatic authentication.