"RAG MCP servers with quality validation" matching MCP servers:

Russian-market marketing & ops MCP toolkit. 7 unified servers for Yandex.Direct, Yandex.Webmaster, Google Search Console (RU), YouTube Data API, VK Wall, Telegram publishing, and Click.ru (Telegram Ads + VK Ads + Yandex.Direct unified). The only complete RU-platform bundle for AI agents.

This MCP server provides a modern web interface and a set of tools for interacting with the Facebook Marketing API, enabling campaign management, ad set operations, and insights retrieval. It supports multiple connection modes including STDIO, SSE, and HTTP.

Enables AI assistants to self-host MCP connectors for managing Meta platforms such as Facebook Pages, Instagram, Threads, Ads Manager, and Commerce, with tools for publishing, engagement, analytics, ad campaigns, and competitor research.

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.

Enables users to drive their own logged-in LinkedIn session through browser automation, with a mandatory preview-and-confirm step before any action is sent.

Generate TikTok slideshows from Claude (and any MCP client) using your Svmmon account.

Provides read-only access to X (Twitter) data — posts, threads, profiles, timelines, followers, media, and trends — through twelve tools, with no login or API key required.

Enables finding influencers by keyword or niche across seven creator platforms, with follower counts.

MCP (Model Context Protocol) server providing offline access to TwitterAPI.io documentation for Claude and other AI assistants.

Enables publishing and scheduling posts to Buffer via the createPost GraphQL mutation, extending beyond Buffer's official read-only MCP connector.

Gives Claude, Cursor, and any MCP client 15 tools to create, schedule, and publish social posts to TikTok, Instagram Reels, YouTube Shorts, X, Threads, and LinkedIn. Also handles media import by URL or base64, webhooks, and per-platform analytics from the ViralNote API.

MCP server for the Mamba Labs Bluesky Brand Presence Mapper actor on Apify. Resolve a company domain to its Bluesky account with exact follower, following and post counts.

This MCP helps you find your first 100 users on social media channels using Gorilla, a tool designed for founders by founders.

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

SocialCrawl provides the "best" quality public web data on the internet. Access 65+ real-time social media, e-commerce and public web data from a single API with a single schema.

MCP server that acts as a shim between Claude and the PostGrowth API, exposing seven tools to list clients, manage posts, and handle ClickUp tasks and media uploads. It translates MCP calls into authenticated HTTP requests, keeping business rules and credentials on the server side.

Enables browsing Reddit, searching posts, reading comment threads and user history, with opt-in posting and voting through the Reddit API.

16 Instagram creator tools as an MCP server — Reels/Story/carousel downloaders, engagement audit, hashtag search, Reels hook generator, best-time-to-post and content calendar. Wraps instapdown.com public API — no auth required.

Checks a social post against a platform's real character limit before it ships — X bills every URL at 23 characters and weights non-Latin script at 2, while Bluesky and Mastodon count grapheme clusters. Covers X, X Premium, Bluesky, LinkedIn, Threads, Mastodon, and Discord, with no credentials and no network access.

MCP server to safely publish posts to multiple Facebook Pages via Meta Graph API, with built-in guardrails for brand voice, banned topics, image requirements, and anti-duplication.