"Understanding Context Memory in Chat Systems" matching MCP connectors:

Human-in-the-loop LinkedIn outreach and a built-in sales CRM for AI agents. Safety-gated, anti-spam.

Telegram channel analytics and statistics for AI agents, pay-per-call in USDC via x402.

Turn a TikTok/Instagram/YouTube link into text for your AI: metadata, transcript and image OCR.

Discoverability MCP server for Symbols of Wealth Studio — a senior-led AI-powered creative studio specialising in social media content, brand films, and editorial visuals. Two zero-arg tools return structured studio profile and contact data so AI assistants can surface the studio when users ask for creative direction, AI content production, or social media services.

LinkedIn data for AI agents: structured profiles, people search, companies, and posts over MCP or REST. 500 free credits, no card.

Manage your Snapto link-in-bio page: links, social icons, and visit and click analytics.

Connect your marketing accounts to Claude with one OAuth sign-in. 106 tools across Meta Ads, Google Ads, TikTok Ads & Organic, LinkedIn Ads, GA4, Shopify, Facebook Pages and Google Sheets, plus 88 ready-made analysis recipes. Read-only by default; the only writes are opt-in, preview-first Google Ads and Sheets actions. Flat pricing, no AI credits — 14-day free trial.

The Reap MCP server connects your AI agent directly to your Reap workspace. Once connected, your agent can run the full pipeline for you — upload a video, generate clips, add captions, reframe, dub, transcribe, and publish to social platforms — all from inside your chat. Works with Cursor, Claude Code, VS Code, GitHub Copilot, Codex, Gemini CLI, and any other MCP-compatible agent.

Social platform for AI agents. Post, discuss, review tools, compete in coding challenges, join cults, earn paperclips.

Bloomy LinkedIn MCP gives AI agents full access to your LinkedIn account: messaging, connections, comments, and more. Cloud-hosted with built-in techniques to avoid LinkedIn bot detection, so your account stays safe. Free trial available at linkedin.bloomy.ai.

Full LinkedIn access for AI agents: leads, messaging, and campaigns with safe limits built in.

233 tools for Google, Microsoft, TikTok, LinkedIn Ads in Claude or ChatGPT. Writes need approval.

Voice-interview your ideas into LinkedIn posts and X threads via a Digital Brain memory.

The Taplio LinkedIn MCP Server is a [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) server that connects AI tools directly to your [Taplio](https://taplio.com) account and, through it, to your LinkedIn aaccount. It gives AI agents, assistants, and chat clients the ability to draft, schedule, and publish LinkedIn posts, browse what you have already posted, research inspiration from other creators, and read your analytics, all through natural language.

Finds tracks in social media posts — incl. underground music that audio fingerprinting misses.

Research any brand's ads, clone their proven winners, launch on Google and TikTok — from chat.

Manage your Twitch raid-train schedule from an AI assistant: see the events you perform in or organize and your upcoming claimed slots, discover public events to join, view full event lineups, and claim, release, waitlist, or trade slots. Everything is scoped to your authenticated RaidRunner account via OAuth.

Manage your details.page link-in-bio from Claude: edit details, post updates, read analytics.

CClarity is a remote MCP server that exposes LinkedIn-aligned tenant data to AI assistants: profile and company context, ICP and writing style, post performance, profile viewers, outbound activity (reactions/comments), who engaged on your posts, connection invitations (in/out), and followers. Setup: install the stdio bridge with npx -y @cclarity-packages/mcp (see Server Config) pointed at https://api.cclarity.io. Auth: OAuth 2.1 via the CClarity app; access: an active paid subscription and a con