Discover Awesome MCP Servers

molsen.ca MCP

Enables LLMs to access Mike Olsen's essays on AI governance, professional accountability, and the future of technical work via the Model Context Protocol.

MCP Demo Server

A demonstration MCP server showcasing tools (calculator, file operations, weather, timestamp), resources (server config, system info, documentation), and reusable prompt templates for code review, documentation, and debugging.

YouTube MCP Server

Enables AI agents to search for YouTube videos and play them in the default browser as a playlist via natural language commands. It leverages the YouTube Data API v3 to provide specific tools for video discovery and media playback orchestration.

code-analyze-mcp

Standalone MCP server for code structure analysis using tree-sitter. Directory trees, symbol definitions, and call graphs without reading raw source files. Supports Rust, Python, Go, Java, TypeScript, Fortran, JavaScript, C/C++, and C#. Benchmarked up to 68% fewer tokens vs native tools.

codebase-index

AST-aware codebase indexing with semantic search, exposed as an MCP server. Enables semantic search and file context retrieval across your codebase using natural language queries.

Kusto MCP Server

An MCP (Model Context Protocol) server that provides tools for interacting with Azure Data Explorer (Kusto) clusters.

Honcho MCP Server

A remote MCP server that provides AI memory and personalization tools for Honcho, enabling LLM clients like Claude Desktop to manage workspaces, peers, sessions, and conclusions via HTTP SSE.

cyntrisec

A local-first AWS security tool that uses graph theory to discover attack paths (e.g., Internet → Role → DB) and prioritize remediations. It allows agents to perform read-only security audits and generate Terraform fixes without data exfiltration.

National Library of Israel Search MCP

Enables natural language search of the National Library of Israel's digital archive using Claude. Converts conversational queries into structured API calls for exploring cultural, historical, and literary assets.

web-speed-agent

The MCP for the Web Speed Agent SDK that enables post-auth agents.

ppt-mcp

Wraps the PDF2PPT API into MCP tools, enabling AI clients (e.g., Claude Desktop) to convert PDFs to PPTs via natural language.

PLwC

Governed MCP gateway for Claude Desktop providing workspace, document, sandbox, profile, reflection, and audit controls through a single visible server.

Meraki MCP Server

Provides AI assistants with structured access to the Cisco Meraki Dashboard for managing organizations, networks, devices, clients, wireless, switching, and appliance operations.

mcp-job-queue

Enables MCP clients to submit long-running jobs that are executed safely in isolated child processes with a durable SQLite queue, configurable timeouts, retries with backoff, and backpressure.

ChatPPT

AI Generate Presentation，use your theme sentence with request，or weblink ，or files，it will generate a prefect ppt，and then you can edit it in website。free office tools

mobile-agent-mcp

MCP server for mobile device testing with iOS simulators, Android emulators, and USB devices, managing Maestro flows, device diagnostics, screenshots, logs, and React Native/Expo development plumbing.

MCP Server for Multiple Outlook Accounts

Enables AI assistants to manage multiple Outlook/Microsoft 365 mailboxes simultaneously through MCP tools, with local OAuth token storage.

MCP Server for Segger RTT via J-Link

Enables LLMs to interact with embedded devices by reading and writing Segger RTT data through a J-Link debugger.

MCPFlux

AI image generation with 6 Flux models (flux-dev, flux-pro, flux-kontext) including context-aware image editing, async task management, and built-in model guide.

MCP Integration Bridge

An MCP server that connects any two systems so an agent can explore both, map between them, and run real data transfers — then shows its working in a run folder you can audit afterwards.

Elite MCP

Enables AI agents to read and write workout, food, cardio, and body-weight data on a self-hosted Elite fitness-tracker instance through the Model Context Protocol.

S3 MCP Server

Enables interaction with AWS S3 through MCP, supporting bucket and object management, lifecycle configurations, tagging, policies, CORS settings, presigned URLs, and file uploads/downloads.

whatsapp-mcp-skill

Enables Claude Code to interact with WhatsApp, allowing reading messages, sending messages, and daily summaries using a local WhatsApp Web session.

ElevenLabs Streaming MCP Server

Enables streaming text-to-speech generation using ElevenLabs with real-time audio playback and voice listing.

スマレジMCPサーバー

Enables LLMs to generate code for interacting with the Smaregi platform API by providing API usage documentation, but does not call the actual API.

sonarqube-mcp

MCP server that exposes SonarQube data as AI agent tools, enabling project discovery, quality gates, measures, issues, hotspots, rule explanations, source code, and raw API access.

Mimir

Enables AI agents to have persistent memory by storing facts and transcripts as markdown files in an Obsidian vault, allowing manual editing and immediate effect without sync.

Family MCP Server

MCP server for TheDaninFamily database with tools to query family events and dates.

MCP-Scan: An MCP Security Scanner

A security scanning tool for MCP servers