Discover Awesome MCP Servers

kurerok-yandex-webmaster-mcp

Local-first MCP server for Yandex Webmaster that exposes tools for SEO operations including search query analytics, sitemap management, indexing history, recrawl quota, and diagnostics.

document-to-json-mcp

Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, and more. Pay per call via x402 USDC.

kannaka-quantum

Enables AI agents to execute quantum circuits, generate true quantum random bits, and perform resonance recall using amplitude amplification on real quantum backends via qBraid.

Ruckus Virtual SmartZone MCP Server

MCP server for managing Ruckus vSZ wireless controllers, providing 52 tools across 12 modules to query and manage APs, WLANs, zones, clients, alarms, and more, enabling LLM-driven network operations.

SB OGC MCP

MCP server that gives Claude access to Dutch mobility data via Studio Bereikbaar's OGC API, enabling querying of travel surveys, traffic models, and accessibility maps.

postgres-mcp

A self-hostable PostgreSQL MCP server for exploring database schemas and running guarded read/write queries with selectable access modes (readonly, readwrite, admin), plus a dry-run confirm workflow for safety.

GraphHub

Transforms codebases into a knowledge graph for AI agents, enabling semantic search, impact analysis, and persistent session memory with up to 94% token savings.

Readwise Reader MCP Server

Enables Claude to interact with the Readwise Reader API, allowing for saving, listing, updating, and deleting documents with complete metadata and content access through natural language.

Kogna MCP Server

Enables interaction with Kogna's multi-agent AI avatar system, allowing users to start conversations, switch between specialized avatars and rooms, and manage conversation history through natural language.

Office-PowerPoint-MCP

Enables AI assistants to programmatically create, manipulate, and analyze Microsoft PowerPoint presentations with advanced formatting and template management.

Quality MCP

Automates repository analysis, test planning, and generation of end-to-end tests with Playwright, acting as an intelligent quality assistant.

mcp-testing-tools

Provides testing and quality assurance tools for AI agents via MCP, enabling generation of test cases, mock data, API mocks, coverage analysis, and assertions.

how-to-test-an-mcp-server

A minimal MCP server with get_weather and create_ticket tools, used for testing MCP servers across protocol, unit, eval, transport, and auth layers.

Actual Budget MCP Server

Enables LLMs to interact with a self-hosted Actual Budget instance, providing financial data and management tools with correct financial semantics and no cents math.

wrds-mcp

Provides AI assistants with natural language access to WRDS financial data for credit and equity analysis through 29 specialized tools. It enables users to query bond history, credit ratings, financial metrics, and syndicated loans using simple conversational prompts.

AFL++ MCP server

Enables users to interact with AFL++ for fuzzing workflows, including creating workspaces, instrumenting targets, starting/stopping fuzzing jobs, and triaging findings.

knowledge-mcp

Serves locally stored knowledge bases (e.g., Trading-Knowledge, Bug-Bounty-Knowledge) to MCP agents, enabling listing, searching, and fetching documents without GitHub authentication.

bluesky-mcp

A Model Context Protocol (MCP) server for Bluesky that can post on your behalf by using the AT Protocol.

CSVGlow

Turn any CSV into a stunning interactive dashboard with one command — works as CLI, MCP server, or AI skill

HashPilot

A Model Context Protocol server that enables AI assistants to interact with Hedera blockchain in real-time, allowing them to check account balances, view block information, and estimate transaction costs.

FortiGate MCP Server

Enables AI assistants to manage FortiGate firewalls from bootstrap to production, with safe preview/apply changes and secure credential handling. Covers inventory, VDOMs, interfaces, routing, firewall policies, VPN, security analysis, and documentation generation.

MelviChat MCP Server

Enables AI clients like Cursor and Claude Desktop to interact with the MelviChat platform through the Model Context Protocol. It provides a standardized interface for consuming MelviChat API services within AI development tools.

X-Ways MCP

Enables triage, installation validation, and controlled automation of X-Ways Forensics and related tools through structured MCP tools for agents.

Amazon Ads API MCP SDK

Enables AI-powered advertising applications by providing MCP-compliant tools to interact with Amazon Ads API for campaign management, reporting, and optimization.

ADA Turbo

Provides a complete agency operating system with 20+ roles (strategy, creative, marketing, etc.) accessible via MCP and includes a Pixel Office visualizer for interactive simulation.

testmo-mcp

MCP server that integrates with Testmo to let AI assistants read projects, runs, results, and test cases, and create or update runs, results, and cases via natural language.

Steam Reviews MCP

About Search Steam games, fetch user reviews, and analyze sentiment with topic drill-down to make informed purchasing decisions.

omp-worker-mcp

Lets coding agents delegate bounded background tasks to OMP models via an MCP server, with job control, custom roles and agents.

Website to Markdown MCP Server

Fetches website content and converts it to Markdown format with AI-powered content cleanup, ad removal, and full OpenAPI/Swagger specification support for easy processing by AI assistants.