Discover Awesome MCP Servers

mcp-server-decisions

Tracks architectural decisions with testable predictions, outcome validation, and in-band feedback nudges to close decision loops for AI agents and teams.

Network MCP Server

A Model Context Protocol server providing network diagnostic tools for AI agents, including connectivity testing, batch operations, local network info, and pcap analysis.

Dify MCP Server

Dify 워크플로우를 Model Context Protocol (MCP)과 통합하여 사용자가 MCP 호환 클라이언트를 통해 Dify의 기능에 접근할 수 있도록 하는 서버 구현체입니다.

offer-quest mcp

A fast, secure, and LLM-friendly Model Context Protocol (MCP) server that scrapes job listings from major platforms (LinkedIn, Indeed, Google) and converts them into structured Markdown format.

Chat Mode Creator MCP Server

Creates custom VS Code chat modes and prompts for specialized development workflows such as Azure migration, Bicep development, and spec-driven development.

UniFi MCP Server

Provides AI assistants with access to UniFi Network and Protect infrastructure for managing devices, monitoring clients, analyzing network health, viewing camera snapshots, and getting optimization recommendations across multiple UniFi controllers.

eCash MCP Server

Enables AI agents to interact with the eCash ecosystem on Base mainnet, providing tools for mining, wallet operations, job marketplace, and reputation management.

Flow MCP

Provides tools for interacting with the Flow blockchain, including Flow balance checking, token balance querying, and Cadence Owned Account information retrieval.

orca-mcp

External MCP server for controlling Orca worktrees, agent sessions, and multi-agent orchestration from any MCP client via stdio or Streamable HTTP.

Monzo MCP Server

Give Claude AI read-only access to your Monzo bank account through the Model Context Protocol, enabling insights into spending, balances, and transactions via natural conversation.

Gradescope MCP Server

An MCP server that enables AI assistants to interact with Gradescope for course management, grading workflows, and regrade reviews. It provides instructors and TAs with tools for assignment management, individual or batch grading, and rubric manipulation.

MCP Universal EC E-Invoice Server

Enables AI agents to issue, void, query, and manage Taiwan e-invoices via 27 MCP tools, wrapping the Universal EC POS Web Service.

arcgis-portal-mcp

Enables AI assistants to search, query, and manage ArcGIS Portal and Online content, feature layers, users, and groups via the Model Context Protocol.

Hindsight

Open-source MCP server that gives AI coding assistants persistent memory, recording conversations and file changes to build user profiles and provide context across sessions.

paper-search-mcp

Enables searching scholarly literature across CrossRef, ERIC, Semantic Scholar, and OpenAlex, and retrieving open-access PDFs via Unpaywall.

wyoloservice2_mcp

Enables AI agents to connect to the NeuralForgeAI cluster for inspecting and controlling YOLO training jobs, including launching, monitoring, canceling studies, and verifying dataset paths.

Binance TH MCP Server

Provides 27 tools for interacting with the Binance Thailand (Gulf Binance) API, enabling market data, trading, order management, wallet operations, and account management through natural language.

fable MCP server

Enables Claude to search, recall, and remember its own past conversations by indexing them into a local SQLite vault, providing direct access to the full context of previous sessions.

Developer Tools MCP Server

Provides developer tools for searching PyPI packages, fetching GitHub repository info, searching Stack Overflow, and checking Python package compatibility using public APIs with no API keys required.

mcp-stealth-chrome

Provides 133 stealth tools for AI agents to bypass Cloudflare, Turnstile, and reCAPTCHA, including LLM-optimized actions like describe_page and smart_fill.

Registry MCP

A Model Context Protocol server for assisting users in registering their MCP servers, knowledge graph components, and other biomedical tools to the BioContextAI registry.

Boxtalk Data MCP Server

Provides tools for interacting with SQL Server databases, enabling users to retrieve paginated table data, inspect schemas, and count records. It features enforced pagination and secure configuration options to manage database operations efficiently through natural language.

code-verify-mcp

An MCP server for verifying AI-generated code quality, security, and performance, addressing trust gaps in AI coding assistants.

toni-mcp-server

A TypeScript MCP server boilerplate providing example tools and resources for rapid development and testing of Model Context Protocol servers.

mcp-server-google-vision

Provides OCR capabilities to LLMs via Google Cloud Vision, enabling reading of scanned documents, handwriting, and images.

jmd-mcp-sql

Enables natural language database interaction with SQLite through JMD documents, allowing CRUD operations and schema management via simple text format.

OSC MCP Server

MCP server for controlling Behringer X-Air digital mixers via OSC, with symbolic naming and dB-to-float conversion.

Spring Boot AI MCP Client

스프링 AI Chat Client와 Rest Controller를 사용하여 MCP 서버와 상호 작용하는 스프링 부트 애플리케이션

playwright-mcp

Enables LLMs to automate web browsers using Playwright through structured accessibility snapshots, allowing interaction with web pages without needing vision models.

hub-equity-mcp

Standardizes XBRL financial data from US SEC and European ESEF filings for LLM agents, enabling querying normalized financial facts like revenue and total assets across issuers and taxonomies.