"How to run Python code" matching MCP servers:

A Python implementation of an MCP server for Xiaohongshu that enables AI models to browse feeds, search content, and manage interactions like liking or commenting. It leverages Playwright for browser automation to support account management and content publishing features.

Enables monitoring named creator watchlists for profile changes, returning only rows that moved since the previous run.

Lets Claude write and run short JavaScript programs against the YouTube Data, Analytics, and Reporting APIs, plus transcripts and search autocomplete, so multi-step channel tasks like joining upload stats with analytics finish in a single round trip. Code executes in a sandboxed isolate with quota tracking and confirmation gates for destructive or public actions.

VK API for AI assistants: wall posts, communities, messages, market items, ads and stats. 373 methods in one catalog, each with a read/write/destructive safety class; the agent searches methods in plain language instead of receiving 373 tools.

Official MCP server for twitterapi.io — Twitter/X data access (search tweets, users, followers, replies, trends) via Claude Desktop, Cursor, VS Code Copilot, or any MCP-compatible client. 12 read-only tools, stdio transport.

Connects Claude Code to xAI's Grok for real-time web and X (Twitter) search with multi-agent architecture and 2M token context.

MCP server for LinkedIn publishing from AI coding assistants. Dry run by default, SKILL.md for safe workflows, 28 unit tests. MIT licensed.

MCP server that gives MCP clients access to a personal Telegram account. It can read chats, search messages, download media, and send messages or files while keeping credentials local.

LinkedIn prospection automation — find leads, score (fit+intent+urgency), qualify, personalize messages, run full pipeline, manage sales funnel. 7 MCP tools.

A Model Context Protocol (MCP) server for DEV.to (Forem API) built with Python and FastMCP.

A local MCP service for safely preparing, validating, and executing multi-platform social media auto-publishing, with dry-run mode and real adapter for Douyin.

Enables AI assistants to read and manage an account's boards, pins, sections, and analytics, run full-text search over its own content, and complete OAuth token flows through the Pinterest API v5. It exposes 35 typed tools that run either as a local stdio subprocess or as a stateless remote HTTP endpoint with built-in OAuth 2.1 support.

Enables local, privacy-first control of a personal Telegram account through MCP, using TDLib to read chats, send and reply to messages, search, transfer files, and interact with approved inline buttons.

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 for TimeToPost that lets AI agents list accounts, schedule/publish/cancel posts, manage drafts and approvals, run AutoSEO, and read analytics via 32 tools.

An MCP server for LinkedIn automation that enables users to search for jobs, retrieve profile details, manage connections, and read or send messages. It leverages Playwright and Browserbase to interact with LinkedIn through an existing authenticated browser session.

MCP server for publishing to Reddit with safety features like dry-run, allowlist, and rule checking.

An MCP server for Discord that enables AI assistants to interact with Discord servers, channels, and messages via the Discord API.

Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and live uploads.

Enables MCP clients like Claude and Cursor to query public Instagram data read-only — profiles, posts, reels, stories, highlights, comments, likers, followers, hashtags, places, audio and search — over local stdio without writing files or storing anything.