Discover Awesome MCP Servers

task-mcp-node

A simple MCP server demonstrating resources, tools, and prompts using a local task list. It enables reading, creating, and analyzing tasks through MCP.

Memory Fabric

Enables AI coding assistants to store and retrieve project-aware context as plain Markdown files locally, with no cloud or vector database required.

GraphRAG MCP Server

Enables building and querying knowledge graphs by ingesting documents into Neo4j using Gemini for entity extraction, and exposes MCP tools for graph health, document ingestion, and knowledge base querying.

trust-security

Detect live website vulnerabilities and security flaws in GitHub repositories using automated DAST and SAST scanning. Safeguard applications by identifying exposed secrets, insecure dependencies, and common code patterns prone to exploitation. Receive structured fix plans with precise code remediation steps to resolve identified risks and improve security posture.

RunArt

AI-powered running course generator that creates custom routes on Seoul's pedestrian network based on natural language requests (distance, elevation, shape), integrating slope, lighting, and facility data.

instagram-mcp

Enables reading, publishing, commenting, direct messaging, and pulling insights from Instagram Business or Creator accounts via the Graph API.

edstem-mcp

Enables querying and interacting with Ed Discussion platform courses, lessons, threads, activity, quizzes, and lesson progress through MCP tools.

Markitdown MCP Server

Converts various file formats (PDF, Word, PowerPoint, Excel, images, audio, HTML, CSV, JSON, XML, ZIP, EPubs) to Markdown for use with Large Language Models. Deployed as a pay-per-event Apify Actor with Streamable HTTP transport.

trusted-agent-stack

Provides a local groundedness verifier as an MCP server, returning a verdict on whether a draft answer is supported by provided document excerpts.

MCP Server + AI Agent

A Python MCP server with JWT authentication and sample tools (weather + Bitcoin price), plus an AI agent that uses OpenAI to reason about and call those tools.

Eodly MCP server

Read-only MCP server that exposes Eodly's sourced end-of-day reports and team roster to MCP clients, letting you ask questions like "who is slipping this week?" and get answers backed by GitHub and Linear data.

mcp-statbank-md

Enables querying tables from Moldova's National Bureau of Statistics via PxWeb, supporting metadata lookup and data retrieval.

Confluence MCP Server

Enables GitHub Copilot to read, write, search, and manage Confluence pages, spaces, attachments, and diagrams through MCP tools.

Aidress

Aidress is a discovery and coordination layer for autonomous AI agents — find, verify, and transact with unknown counterparts

methods-mcp

Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.

Harpia Omnichannel MCP

Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge agents, permitindo orquestração de ferramentas e respostas de voz.

Fabric Workspace Reader MCP

MCP server for exploring Microsoft Fabric and Power BI workspaces. It provides tools to list workspaces and get detailed contents of a workspace.

MCP Diagram Server

Enables creating, manipulating, and managing Mermaid diagrams with automatic saving and multi-format conversion from JSON, CSV, Python, Markdown, and plain text.

OKX MCP Server

Enables AI assistants to interact with OKX trading accounts through read-only access to retrieve portfolio information, trading positions, order history, and account analytics. Provides secure, local processing of trading data without storing sensitive information or enabling trade execution.

K-MFDS FoodDB MCP Server

Provides tools to search Korean food nutrition data from the Ministry of Food and Drug Safety (MFDS) database, enabling natural language queries for food composition details.

Claude MCP Knowledge Base

A persistent knowledge base server for MCP development with GitHub integration and removal blocklist.

mcp-pear

Read-only MCP server for Pear Protocol that gives Claude access to markets, pair ratios, positions, orders, trade history, and portfolio.

overdare-studio-mcp

Enables Claude to create, modify, and delete parts and scripts in OVERDARE Studio worlds via natural language, with automatic backup and rollback for safe operations.

ScreenShotTool MCP

Windows桌面截图与窗口自动化工具，支持后台操作、不抢焦点，可截取窗口/屏幕、模拟鼠标键盘、点击菜单等。

Jimeng MCP Server

Integrates Jimeng AI image and video generation services through MCP protocol, enabling users to generate high-quality images and videos from text prompts with support for image mixing, reference images, and multiple AI models.

silicon-army-mcp

AI agent toolset for cross-border e-commerce and foreign trade, enabling customer discovery, communication, data analysis, and supplier search via MCP protocol.

AI Sales Query Agent MCP Server

Enables natural-language sales queries against a SQLite database, generating and executing read-only SQL through a secure MCP server with table listing, schema description, and query execution.

ollama-MCP-server

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BrowserPilot

Enables AI to control browsers via natural language for web automation, testing, and data scraping. Supports Chrome-based browsers and integrates with any MCP-compatible AI tool.

TradingView MCP Bridge

Connects AI assistants to TradingView Desktop for chart analysis, Pine Script development, and workflow automation via Chrome DevTools Protocol.