"Python Code for Data Analysis" matching MCP servers:

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.

Enables to search, analyze, and export Douyin (TikTok China) video and user data, including interaction metrics, content length, and keyword trends.

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.

Comment moderation, multilingual sentiment analysis, and Influence (constructive comment generation) for any article. Wraps the SentiSift API.

Real-time LinkedIn, X (Twitter) and Reddit data for AI agents: profiles, companies, people search, tweets, subreddits, and search. Free start: self-mint a key in one call, no signup, no card.

Exposes JustOneAPI endpoints as MCP tools, returning raw upstream JSON without field parsing for maximum data fidelity.

Enables AI-native creator discovery for influencer marketing, including creator search, lookalikes, profile lookup, and Instagram post transcript analysis.

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.

AI tools for short-form video creators (TikTok, Instagram Reels, YouTube Shorts, Facebook Reels) — viral trend search, video analysis info, content strategy use cases.

An MCP server that enables AI assistants to access and interact with Reddit content through features like user analysis, post retrieval, subreddit statistics, and authenticated posting capabilities.

MCP server that provides AI agents with access to public social media data, including hot lists, searches, content details, user profiles, posts, and comments from platforms like Douyin, Xiaohongshu, Bilibili, and Weibo.

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

Connects Claude AI to Snapchat Ads accounts for live campaign analysis and real actions like pausing campaigns and updating budgets.

Enables an MCP client such as Claude Code to search LinkedIn jobs, read postings and profile data, track what has been seen, and prepare actions on a user's own account. Every consequential LinkedIn action requires explicit out-of-band confirmation in a terminal, with typed tools and failure-honest errors.

An MCP server for Nextdoor that automates neighborhood feed browsing, marketplace search, event discovery, and local service finding.

Enables AI agents and scripts to manage a self-hosted Substack account through a Chrome session, covering posts and Markdown drafts, scheduling, Notes, comments, subscribers, stats, recommendations, and direct messages via MCP, REST API, or Python.

Enables managing social media posts, accounts, and AI-powered content features from any MCP client, including scheduling, publishing, analysis, and AI caption generation.

Integrates PostProxy API with Claude Code for publishing posts, checking statuses, and managing social media profiles across multiple platforms.

MCP Server for the Meta Marketing API. Gives Claude Desktop direct access to your ad account data — campaign performance, creative analysis, audience breakdowns, and budget pacing.

Accesses the doppelgangers.ai Social Media Context API to provide contextualized XML renderings of Twitter/X posts including conversation summaries and metadata. It enables semantic search and comprehensive post retrieval for high-quality analysis of social media trends and topics.