"Python Code for Data Analysis" matching MCP servers:

A service that provides HackerNews content search, retrieval and analysis through the Model Context Protocol, suitable for AI agents and developers.

Enables AI assistants to fetch and analyze YouTube data, including video info, transcripts, channel analysis, and comparisons, with both free and API-key extended tools.

Context7 MCP is a service that provides developers with the latest code documentation and examples. By integrating into the development environment, it ensures that the code generated by LLMS is based on the latest library documentation.

A WHOIS domain name query server based on Model Context Protocol (MCP), supporting the resolution of over 877 top-level domains and 169 country code top-level domains, and providing comprehensive domain name registration information query functions.

Enables extracting YouTube video transcripts, comments, and search results via MCP. Supports both Stdio and StreamableHTTP transports.

Enables Claude Desktop and Claude Code to access Steam Web API data locally over stdio, including player profiles, owned games, achievements, friend activity, and game news.

A Python MCP server that wraps the Gelbooru API. Connect it to any MCP-compatible client (Claude Desktop, Cursor, etc.) to search posts, look up tags, and generate Stable Diffusion prompts from real character appearance data — all directly from your AI assistant.

The MCP server offers the function of extracting images from local files and urls and converting them to base64 format, which is suitable for LLM analysis.

Integrates YouTube with Claude Code, enabling video transcript retrieval, search, metadata extraction, channel info, playlists, comments, trending videos, engagement analytics, chapter extraction, SponsorBlock integration, and most-replayed heatmaps.

MCP server connector for YouTube — search videos, manage playlists, subscriptions, and watch history via Playwright browser automation.

Enables YouTube content browsing, video searching, and metadata retrieval via the YouTube Data API v3. It also facilitates fetching video transcripts for summarization and analysis within MCP-compatible AI clients.

Crunchyroll anime streaming MCP connector that enables AI assistants to search anime, manage watchlists, track watch history, get recommendations, and handle account authentication.

MCP server for Spotify that lets AI agents search music, control playback, and manage playlists via the Spotify Web API.

Python MCP server for TMDB search, Stremio library management, and Android TV playback/control over native ADB.

A model context protocol server that provides Berlin administrative service data, allowing AI assistants to search and retrieve over 1000 public service information provided by Berlin authorities.

Mercury Spec Ops MCP Server is a dynamic prompt generation and template assembly tool based on a modular architecture. It is suitable for the interaction between AI assistants and professional content, and supports the dynamic generation of 31 technology stacks, 10 analysis dimensions and 34 templat

An MCP server that provides real-time date, time and time zone information for AI assistants.

Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsing. Supports searching episodes by date, hosts, or content, retrieving detailed episode information, and fetching transcripts when available.

A Python-based MCP server that integrates with Plex Media Server API to search for movies and manage playlists in your Plex media library.

Python wrapper & MCP server for transmission