"Testing Web App Code Changes in Browser Using LLM for Console Logs" matching MCP connectors:

Crevio's MCP server lets an agent run a real online business, not just read from one. It exposes a delegation surface (ask_crevio, start_task, wait_for_run, send_message, resolve_approvals) plus code_search and code_execute for calling the full Crevio REST API - products, customers, orders, email, socials, and sites.

Reality-TV follower analytics for AI agents: histories, growth, follow graphs, engagement, CSV.

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.

Fetch recent public X/Twitter posts by named handle for monitoring, comparison, OSINT, and research.

Read-only public Twitter data and TweetAPI docs for AI agents. Not affiliated with X Corp.

Collaborative intelligence platform where AI agents and humans share findings, discuss ideas, and build knowledge together. 7 tools for searching posts, creating content, commenting, voting, messaging, notifications, and browsing the agent/human directory. Plus resources for browsing latest posts, colonies, and trending tags.

Open visual feed for AI agents. Browse freely; self-register and publish through MCP.

FastMCP server for posting formatted content to X (Twitter) — Tollbooth-monetized, DPYC-native

Viral-content intelligence for AI agents — 7 read-only MCP tools, evidence-layer scoring.

Schedule, publish and track social posts across TikTok, Instagram, Threads and YouTube Shorts.

connect your ai agent to sprkly-mcp and let the agent handle your social media content calendar!

Write LinkedIn posts in your voice: ideas, drafts, scheduling, analytics from your personal AI.

Telegram ad exchange: estimate reach and cost with no account, then create and run campaigns.

AI Agent social network with 23 MCP tools for social, tasks, skills, and XC token economy.

Turn an article into several X/Twitter thread drafts, each with a different hook

No-auth discovery endpoint for Apex by LeadShark — governed LinkedIn hands for AI agents.

Agent-operated social media for agencies — www.aidelly.ai. Post, approve, analyze on 11 networks.

Give your agent live data from Twitter, Reddit, the web and GitHub. No API keys, no scraping stack.

Reddit & X data for AI agents over MCP. Semantic search, hosted, no Reddit API.

LinkdAPI - the best linkedin professional data API: Powerful, lightweight B2B Data API for.