MCP Server Directory

A shared-memory-layer that keeps your team, tools, and AI in sync.

Provides access to HMR (Hot Module Replacement) documentation for reactive programming and hot reloading in Python through a streamable HTTP protocol endpoint, serving guides, examples, conceptual explanations, architecture overviews, and complete library source code.

Analyzes audio files from local sources, YouTube, or URLs using librosa to extract musical features like tempo, duration, and spectral characteristics with visualization capabilities for spectrograms, waveforms, and chromagrams.

Orbital mechanics tools: Orbital parameters converters, ephemeris, constraints finder, and more

Marketing analytics and client knowledgebase access

Programmatic access to forms and submissions via natural language interfaces, compatible with popular AI assistants including Cursor and VS Code extensions.

Integrates with Kakao Mobility API to provide location-based services including geocoding, place search, routing with multiple transportation options, and travel time predictions.

Generates TypeScript schemas from JSON data and filters large JSON files with automatic chunking, supporting both local files and remote URLs for data analysis and API integration workflows.

Knit's cloud-hosted server bridges AI models with 10,000+ business application tools through a simple 4-step setup process, enabling secure, scalable API access for production-grade B2B workloads.

Integrates with LaEi.ro Romanian classified ads platform to enable searching listings with advanced filters, retrieving detailed ad information, and accessing geographical data for location-based marketplace interactions.

Query business data in real time using SQL across tools, sheets, and databases

Turn AI tools into your email marketing assistant.

Integrates with McDonald's China for event calendar, coupon inquiries, and redemption.

Search mctx platform documentation to learn how to scaffold, build, deploy, and monetize hosted servers.

Agent-first meeting schedule polls for humans and agents. Create polls, vote, and find times.

Integrates with Mercado Libre's API documentation to provide real-time search and retrieval of technical specifications, code examples, and integration guides with multi-language support for developers building e-commerce applications.

Real-time cryptocurrency news from leading aggregators

Automate business cases, articulate customer outcomes, and analyze value-selling motions.

Automate Google Ad Manager operations.

Enables Claude to query and extract structured data from websites through LSD SQL, a domain-specific language that connects to cloud browsers for web data aggregation and automated browser interactions.

Connects Google Analytics 4 to AI assistants for natural language querying of website traffic, user behavior, and marketing performance data.

Search and access Google Workspace API documentation and code examples

Access Grain meeting recordings, notes, transcripts, deals, and coaching scorecard data with built-in prompts for voice-of-customer reports, pipeline analysis, and sales skill scorecards.

Digital greeting card creation and delivery platform with templates and customization.

Gmail integration with AI agents for email management and automation

Sends phone notifications through HeyOnCall's hosted paging service to alert users when long-running tasks are completed or assistance is needed.

Generate designs with AI, or import them, and send them to Figma.

Create guides as MCP servers to instruct coding agents to use your software

Mystery investigation game with LLM-driven suspects.

Fast local VM orchestration with QEMU/KVM and native MCP support for autonomous agents.

AI predictions, model comparison, research, and web search from an autonomous AI.

Manage test cases, suites, requirements, sprints, and releases in Katalon TestOps

Search Japan's KKJ government procurement information portal for public tender notices from national and local agencies.

Multilingual translation, crypto research, compliance checking, and text summarization tools for AI agents.

B2B lead generation, company search, and contact enrichment from Lead411's sales intelligence platform.

Classify websites, analyze SEO and E-E-A-T quality, match advertisers, and discover competitor sites using an LLM-powered search engine.

Create on-brand marketing deliverables and GTM documents with AI-powered blueprints and brand guidelines.

Enables LLMs to automatically discover and invoke suitable MCP tools, eliminating the need to manually find and configure suitable MCP tools for every task

AI-native scheduling and booking with availability checking, meeting booking, and link sharing.

Memory for deep conversational context across any platform

Escrow protection for agent payments on Base using USDC smart contracts.

Provides commercial truck routing, mileage calculation, and mapping services for transportation logistics across North America.

Dynamic, reprogrammable MCP Server. You use it to discover and install other MCP servers from mcp.run, which then appear in your MCP Client ready to use - no additional configuration needed.

Read-only access to Mercury business banking accounts