"Automating GitLab Merge Request Feedback with Line-Specific Comments" matching MCP servers:

Enables sending LINE messages (push, multicast, broadcast), retrieving user profiles, checking quotas, and sending flex messages via Claude using the LINE Messaging API.

Operate your LINE Official Account from any AI agent through natural language.

GoHighLevel MCP server for Claude. 212 tools across 43 modules, including the only programmatic GHL workflow builder (private API, reverse-engineered), funnel + page editor, form builder, pipeline builder, pre-deploy validator, multi-sub-account switching, bulk operations, and full account export. $97 one-time, lifetime updates.

Provides dual-perspective analysis through alternating actor (creator/performer) and critic (analyzer/evaluator) viewpoints, generating comprehensive performance evaluations with balanced, actionable feedback.

Connects AI assistants to Bloghunch publications for automating content creation, analytics, and distribution.

MCP server for automating article posting to note.com from Markdown files using Playwright.

Generates inclusive, bias-free job descriptions by leveraging Claude AI to detect and mitigate gendered, ageist, or ability-biased language. It provides structured feedback through inclusivity scoring and specific alternative suggestions for exclusionary phrases.

Enables AI assistants to manage Google Ad Manager campaigns, line items, creatives, and advertisers through natural language, automating ad operations that normally require countless clicks through the UI.

Exposes 10 tools to manage Facebook Pages, Posts, Comments, Ad Accounts, Campaigns, Insights, and execute any raw Graph API request from AI coding assistants.

Enables AI agents to manage KOC marketing campaigns on the Xingzi platform, automating advertiser workflows including publishing material distribution tasks, auditing creator submissions, and processing reward payments.

Enables automating and managing Facebook Page interactions through the Graph API, including posting, comment moderation, engagement analytics, scheduling, and direct messaging from natural language.

Provides 23 bounded MCP tools for AI agents to perform technical SEO audits, including crawl setup, page analysis, issue detection, and report exports, all while keeping data local.

Enables scanning, fixing, and providing feedback on text for inclusive language, offering clearer alternatives and tunable rules.

Hosted MCP server that turns a one-line brief into finished, on-brand ad creative, including short video ads, product photos, and voiceover, with A/B variant testing and performance feedback loops.

An MCP server that evaluates product designs against Dieter Rams' 10 principles of good design, providing scores, feedback, and improvement suggestions.

Enables AI assistants to manage Instagram Business accounts by automating content publishing, scheduling posts, and analyzing performance metrics. Supports posts, stories, reels, and carousels with detailed audience insights and hashtag discovery.

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.

Post to LinkedIn from Claude — create posts, upload images, edit/delete posts, and manage company pages via natural language. Uses the official LinkedIn REST API with OAuth 2.0.

Generate AI UGC videos for your app from any MCP client: create an AI influencer, make her photo, turn it into a talking 5 or 10 second video, add your app screen recording and a hook line, download the file. Needs a ClipUGC API key.