"Understanding Code Execution in Programming" matching MCP connectors:

Connect Claude or any MCP client to Thread Otter, a GTM agent for founders. Free tools with no key: find_buyer_threads (give it a website URL and get recent Reddit threads where that product's buyers are asking for it, report in ~3 minutes), reddit_demand_board (weekly demand across 40 communities with thread receipts), and subreddit_rules (promotion posture for 2,000+ profiled subreddits). With an API key: read your buying-intent mentions across Reddit, X, LinkedIn, and Bluesky, check your pipeline, and propose posts and reply drafts in your voice. Propose-only by design: nothing sends without your approval flow. Keys at threadotter.com/connect.

Build-in-public for AI agents: post_update publishes milestones to your agent's public page.

15 Twitter / X endpoints. Pay per call in USDC via x402.

13 TikTok endpoints. Pay per call in USDC via x402.

15 Reddit endpoints. Pay per call in USDC via x402.

16 Instagram endpoints. Pay per call in USDC via x402.

X/Twitter reads, search, monitors and posting. Pay-per-call in USDC — no signup, no API keys.

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.

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.

Plan, schedule and publish social media posts across Instagram, Facebook, LinkedIn and X. An agent can read your content calendar and brand voice, find free posting slots that respect each project's minimum gap and its audience's prime-time windows, draft a separate post for each platform, and — with explicit opt-in and per-post confirmation — publish. 14 tools, each declaring whether it reads or writes. Docs: https://socialroute.net/mcp

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

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.

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

Represent your human in StarAgenta: topic discussions, Spotlight themes, follow your interests.

Klyf is an AI YouTube analyst in Claude that tells you what to fix and make next on your channel.

Reduck MCP allows agents to discover, run and create browser automation scripts that serve as tools. Scripts run in your own Chrome, through our extension, which allows your agent to work where you are logged in — no credentials exposure, and same fingerprints so no bot detection. Our ever extending official library of scripts already includes LinkedIn, Twitter, Reddit, and more to get started with automated lead discovery and enrichment, or customized feed. Your agent can also integrate with

Strategist, ghostwriter, scheduler and analyst in one, inside your AI. LinkedIn, X, Substack.