Provide a Python-based MCP server that offers tools for word frequency counting, URL extraction, AI site recommendation, and internal log registration. Enable integration with LLM applications to perf
A test MCP server submission
Access comprehensive market data to research stocks, companies, indexes, ETFs, crypto, forex, and macroeconomics. Retrieve real-time quotes, financial statements, ratios, technical indicators, news, S
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[Frankfurter](https://frankfurter.dev/) is a useful API for latest currency exchange rates, historical data, or time series published by sources such as the European Central Bank. Should you have to a
Monitor and analyze PostgreSQL databases with natural-language queries. Diagnose slow queries, locks, bloat, replication lag, and WAL health across single or multiple databases. Get safe, read-only in
Connect Claude Desktop (or other MCP clients) to your Google Docs and Google Drive!
Discover movies, TV shows, cast, crew, ratings, and box office from IMDb. Browse top charts, upcoming releases, and country-specific lists, with special coverage of Indian cinema. Filter by title, gen
Run queries, explore schemas, and retrieve table data with ease. Diagnose performance with execution plans, index recommendations, and table statistics to speed up workloads. Safeguard your database w
Extract content from Microsoft Learn and GitHub URLs and store it in PocketBase for easy retrieval and search. Manage documents with tools for extraction, listing, searching, retrieval, and deletion.
Enable AI assistants to interact with LinkedIn by scraping profiles, companies, and job postings. Perform detailed data extraction and session management to support recruitment and business research w
Manage Apache Ambari clusters effortlessly. Start, stop, and restart services; monitor health and alerts; and query Ambari Metrics with exact identifiers. Inspect and update configurations, track requ
Browse, inspect, convert, and resize images from a local library. Generate thumbnails, extract metadata, and retrieve files in common formats. Streamline image prep for previews, responsive layouts, a
Control your self-hosted Supabase from your development environment. Browse schemas, run SQL, manage migrations and auth users, inspect stats, and work with storage and realtime. Generate TypeScript t
Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime IMPORTANT: > - **Using Claude Code?** → Install the [Plugin](#-claude-code-plugin-recommended-for-claude-code) (eas
Enable Large Language Model clients to interact seamlessly with any MediaWiki wiki. Perform actions such as creating, updating, and searching wiki pages, as well as retrieving file and page history in
Search the web in real time to get trustworthy, source-backed answers. Find the latest news and comprehensive results from the most relevant sources. Use natural language queries to quickly gather fac
**Build n8n workflows from text using AI** - Built by [FlowEngine](https://flowengine.cloud)
Build and manage Algorand accounts, assets, transactions, and smart contracts in one place. Search documentation, retrieve on-chain data, and automate advanced flows including atomic groups and swaps.
Search and retrieve UAB Research Computing documentation on Cheaha, SLURM, software, storage, and support. Get quick-start guidance for Cheaha, find office hours and contacts, and open full pages for
Plan and monitor your cooks with real-time ThermoWorks readings, expert guidance, and stall detection. Estimate timelines, target temps, and rest times for 20+ proteins and popular methods. Get action
Find places and addresses with precise geocoding, or search by category or brand. Plan routes and compare travel times using directions, isochrones, and distance matrices. Generate static map images t
Extract transcripts, subtitles, and detailed metadata from videos across multiple social media platforms. Access official captions or auto-generated text to quickly analyze content without watching th
Create PlantUML diagrams with automatic syntax validation and auto-fix suggestions. Get embeddable image URLs for valid diagrams and structured feedback to resolve issues. Encode or decode PlantUML co