Discover Awesome MCP Servers

GitGuardian MCP Server

Enables AI agents to scan projects for leaked secrets and manage security incidents using GitGuardian's comprehensive API. It supports automated secret detection, honeytoken creation, and remediation workflows to secure codebases without context switching.

docwriter-mcp-server

A Model Context Protocol server for programmatic creation, modification, and compilation of structured LaTeX documents.

mem0-mcp-selfhosted

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.

wikimedia-image-search-mcp

Enables AI assistants to search for images on Wikimedia Commons, returning structured metadata and a composite thumbnail grid for visual comparison.

LLM API Benchmark MCP Server

Enables benchmarking of Large Language Model APIs by measuring performance metrics such as generation throughput, prompt throughput, and Time To First Token (TTFT) with configurable concurrency levels and parameters.

draft1-mcp

MCP server for generating and editing architecture diagrams from natural language or code, supporting formats like Terraform, docker-compose, Kubernetes, SQL, Mermaid, and PlantUML.

autotest_iot

MCP server that exposes hardware automation tools (build, flash, serial capture, symbolization, relay control) for ESP32-S3 boards, with board-level concurrency locks and remote access.

nu_plugin_mcp

Runs MCP servers whose tools are ordinary Nushell closures, supporting stdio and Streamable HTTP.

Example MCP Server

A Node.js and TypeScript implementation that provides system information and health check tools for Claude Desktop. It serves as a boilerplate for building and integrating custom tools using the Model Context Protocol.

Enterprise Big Data Copilot

Enables natural-language queries on Trino big data platforms, generating validated, schema-aware SQL via RAG and local LLM inference, and exposes metadata, query, and profiling tools through MCP.

Korean DART MCP

Provides 15 tools covering OpenDART 83 APIs for disclosures, financials, equity, XBRL, plus insider signals, accounting risk scores, and Buffett-style quality checklists, and converts HWP/PDF attachments to markdown for AI assistants.

mcp-elicitation-proxy

Let existing MCP servers ask for missing required tool arguments through MCP elicitation, without changing the upstream server.

peek

Enables AI agents to drive a database viewer's interface via MCP, allowing them to open tables, run queries, and read results from the same workspace a human sees, with read-only enforcement.

Markitdown MCP Server

Converts documents (PDF, DOCX, images, etc.) to Markdown using Microsoft's Markitdown library, with no local setup required. Integrates with AI agents via MCP for seamless document conversion.

TubeAlfred MCP Server

Bridges MCP clients to the TubeAlfred YouTube API, enabling tools for video details, transcripts, comments, search, and channel info.

project-knowledge-mcp

A cross-project knowledge graph for MCP that maps features across mobile, backend, and admin codebases, giving AI agents full-stack context.

1、前言

Contoh Server MCP

homelab-mcp

Read-only MCP adapter for Homelab Core that lets AI assistants inspect health, services, redacted logs, nodes, and jobs via a local Unix socket. Optionally enables job queuing when changes are explicitly allowed.

Validator Ai MCP

An MCP server for validating JSON against schemas, checking email deliverability, verifying URLs, assessing data quality, and validating API responses using RFC-compliant checks and heuristic analysis.

lunchmoney-mcp-server-oauth

Self-hostable remote MCP server for Lunch Money with built-in OAuth 2.1, enabling Claude to access transactions, budgets, and more on mobile, web, and desktop.

Ableton DJ MCP

Enables AI-assisted electronic music production in Ableton Live, with built-in genre theory for indie dance, tech house, melodic techno, and house music.

SSH MCP Server

Enables AI assistants to securely execute commands, transfer files, and manage port forwarding on remote servers via SSH.

Canvas MCP Server

Provides read-only access to Canvas LMS data including courses, assignments, grades, and deadlines through 23 structured tools.

mcp-arcgis-orovalley

Enables querying and exploring ArcGIS geospatial data from Town of Oro Valley, Arizona, including parcels, zoning, and city services.

YouTube Skills for AI Agents

YouTube Skills (TranscriptAPI) is the production API for extracting, searching, and analyzing YouTube content at scale. While other tools break when YouTube changes or cap you at 100 requests/day, TranscriptAPI serves 15 million transcripts monthly at 49ms median response time.

Vibetest Use

An MCP server that launches multiple Browser-Use agents to test websites for UI bugs, broken links, and accessibility issues. It supports automated testing of both live and localhost development sites using natural language prompts.

mcp-frinkiac

Search and caption Simpsons screencaps from Frinkiac and Morbotron.

ClassCraftMCP

An MCP server for creating and validating lesson plans based on the 2022 revised Korean middle school math curriculum, providing context, validation, and rendering tools.

mail-muncher

Serves a strictly read-only mail archive over MCP: ordered filter rules pull matching messages from any IMAP mailbox or the Gmail API and write them to disk as byte-faithful .eml plus markdown with YAML frontmatter. Exposes list_rules, list_messages, search_messages, read_message (with full-thread reads) and sync; it never sends, deletes or modifies mail.

Aegis

Enables governing tenant-aware MCP tools with policy enforcement, scoped access, human approval workflows, and tamper-evident audit logging.