"Learning or Writing Code in Python" matching MCP servers:

Content writing toolkit for headline generation, readability scoring, tone analysis, outline building, and plagiarism similarity checking.

Injects the Code-Me brand identity, tone, and visual guidelines into LLMs with zero latency using built-in context files.

Enables following a creator's bio link to detect their newsletter, products sold, and contact emails across supported platforms and link-in-bio pages.

MCP server for Google Search Console API that enables querying search analytics, managing sites, inspecting URLs, and supporting domain delegation via service accounts.

Local MCP server that integrates with VK Ads API and Core VK API, providing 128 tools for managing ad campaigns, audiences, creatives, statistics, and analyzing VK communities.

Enables managing Sponsored Code ad campaigns, viewing analytics, and controlling campaign status directly from chat.

Legacy MCP server for Google Search Console data, now superseded by the unified google-seo-mcp-claude-code suite.

Enables agents to write Substack posts in Markdown and safely create, list, inspect, export, update, schedule, publish, and delete drafts through the same authenticated workflow as the CLI and Python SDK. Creating and publishing remain separate, confirmed operations so nothing is sent or deleted by accident.

Enables writing Substack posts in Markdown and safely creating, inspecting, scheduling, updating, exporting, publishing, and deleting drafts, with unsupported editor widgets preserved by default. It relies on the same environment variables and SDK behavior as the command-line workflow.

Real-time Amazon Sponsored Products (SP) ad placements, keyword tracking, and comprehensive review data for AI Agents. Enables LLMs to autonomously conduct competitor ad audits, consumer sentiment analysis (VOC), and product optimization.

Enables users to turn keywords or social media handles into finished influencer lead lists with contact details, using the Apify actor.

Enables interaction with Instantly.ai email outreach platform through 31 tools across accounts, campaigns, leads, emails, and analytics. Supports both local and remote deployment with multi-tenant authentication.

Enables AI assistants to manage campaigns, users, backlinks, keywords, and SEO rankings through natural language using the AgencyAnalytics API.

Generate professional AI-powered presentations from a topic, raw text, or document file. Export to PPTX, PDF, image, or shareable link.

Enables Claude to directly manage the Savage in a Suit website through 31 tools for pages, events, members, testimonials, podcast episodes, and site content, with all changes logged.

Provides a versatile MCP server with calculator tools, webhook integration for n8n workflows, a customer support playbook resource, and a webinar-to-blog prompt template.

Enables MCP clients such as Claude and Cursor to invoke one tool per API operation for campaign management, audience import/export, conversation replies, account login jobs, and media uploads with scoped authentication.

Provides MCP-compatible agents with a deliberately scoped content-operations toolset for managing Hypertxt projects, articles, and Google Search Console data.

Enables plain-language growth marketing maths — CAC, LTV, ROAS, PPC forecasts, budgets, CLV and ecommerce metrics — alongside SEO and AI-visibility checks such as robots.txt AI-crawler audits, JSON-LD schema and meta tag generation. It is free, read-only and needs no authentication or API key.

Enables AI clients to query ContentRadar data and write low-risk content using natural language, with 15 tools for monitoring, analysis, and content management.

ZXKOL transforms tasks like "finding Douyin beauty influencers with 100k–500k followers" into simple tool calls—eliminating the need to write web scrapers or integrate platform-specific SDKs.

Enables creators to generate short-video voiceover scripts with platform-adapted hooks, key points, and closings, search a golden-quote library, split copy into subtitle lines with estimated timelines, get topic suggestions, and turn a topic into TTS audio plus SRT subtitles in one command. Runs fully locally and offline as part of a Chinese content-creation MCP suite.

Enables creating, inspecting, scheduling, and publishing Substack drafts from Markdown through MCP tools, using the same authentication and safety behavior as the CLI.

Enables users to create, inspect, schedule, publish, update, export, and delete Substack drafts from Markdown through MCP tools, with safeguards for confirmation and noninteractive workflows.

Enables MCP-compatible clients to author Markdown posts and safely create, inspect, export, update, schedule, publish, and delete drafts with explicit safeguards.

Enables creating, inspecting, updating, scheduling, and publishing Substack drafts from Markdown, with safety controls that separate draft creation from publishing and preserve unsupported editor widgets.

Enables users to interrogate ChatGPT, Perplexity, and Gemini with buyer questions and live web search to learn whether a business is recommended, ranked, competing with others, and having its website cited. Returns structured findings and estimated provider costs.

Enables drafting, scheduling, and publishing social posts on Vibe Marketing workspace through chat in Claude Code, Claude Desktop, or Cursor.

Enables AI agents to access affiliate marketing capabilities through AgentFuse's API, allowing them to browse affiliate programs, generate tracked links, and record conversions without writing HTTP code.

Google Search Console for Claude and other MCP clients. Sign in with Google in one click, then ask about clicks, queries, rankings and indexing, export every GSC report as CSV (beyond the 1,000-row UI limit), inspect URLs, submit sitemaps and verify sites. Includes a local SEO dashboard. Free, open source, runs on your computer.

Marketing, Search, AI & Machine Learning (Dockerfile is present)

Paste a URL to see exactly how it renders as a social card on Twitter, LinkedIn, Facebook, and Slack. Generate custom OG images from templates.

A local conversational writing canvas that provides an MCP interface for agents like Codex or Claude Code to collaboratively read, write, and manage pages and assets in real-time.

Enforces brand writing guidelines in Claude Code by analyzing Markdown files for violations and offering on-demand readability analysis and automated term fixes through MCP tools.

Connect Claude, ChatGPT, Cursor, VS Code, or a CLI client to VibeSEO. Then ask for keyword research, audits, backlinks, Search Console trends, and content workflow actions in natural language.

Korean-content MCP that consolidates real-time trends from Naver, Daum, Google, YouTube, and Zum, includes a 100+ Korean holiday database, and provides a viral-score predictor for content optimization.

Provides writing guidance and mechanical lint checks to help AI clients draft or rewrite content in a specific natural voice.

Tracks buying and momentum signals for companies, such as funding rounds, senior hires, office openings, customer wins, and partnerships, with each event carrying its date.

Enables AI listing assistants to validate marketplace draft listings against seller-provided item specifics, returning PUBLISH or REVIEW with the exact words behind every unbacked claim.

Technical SEO and AI search readiness auditor that scans live URLs for AI crawler rules (OAI-SearchBot, ClaudeBot, PerplexityBot), llms.txt, sitemap.xml, OpenGraph, JSON-LD, and checkout reachability, and generates drop-in fix files.