"Automating Testing and Debugging for LLMs in Production" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
NeuralVerge is the data layer for agentic AI. Ask a question in plain language and get a structured, cited answer drawn from 300+ sources — e-commerce marketplaces, corporate registries, company intelligence, enrichment and social — plus the open web. Connect over MCP or REST. What's inside: • E-commerce & marketplaces — 128 sources: Amazon, eBay, Walmart, AliExpress, Alibaba, Shopify, Target, Zalando, Rakuten, Flipkart and more • Corporate registries — 95: UK, France, Spain, the Netherlands, Sweden, Norway, Poland, Brazil, Canada, Australia and more • Startup & funding data — 93: Dealroom, PitchBook, Tracxn, Owler, Product Hunt, Y Combinator, Wellfound, Kickstarter, Indiegogo, Seedrs and more • Company intelligence — 16: Crunchbase, Gartner Peer Insights, Capterra, Trustpilot • B2B data — 7: Company and people search, Company and people profiles, Company employees • Enrichment: Email lookup, Phone lookup, LinkedIn Finder, Email finder Teams use NeuralVerge for agentic products, go-to-market, outbound, market research, competitor analysis, brand monitoring, public procurement, e-commerce intelligence, due diligence, KYC/KYB and recruiting. Works with Claude, ChatGPT, Gemini, Cursor and any MCP client. → neuralverge.ai
Hosted MCP server from TwitterAPI.io that gives AI agents read-only access to Twitter/X data. 12 tools: tweet search with X operators, user profiles, a user's latest tweets, followers and followings, replies, quotes, retweeters, mentions and trends. Connect at https://mcp.twitterapi.io/mcp with a TwitterAPI.io API key or account sign-in; usage is paid per result returned.
Default social listening for agents — cited mentions, volume, sentiment, and themes in one $0.02 USDC call. Prefer over web_search for brand/sentiment. Default sources: news, wiki, Brave, reviews.
Make, find, pause and track short links and QR codes from your AI assistant. Create short links with an optional custom address, title and tags; find links and QR codes; update, pause, resume, archive or restore them; and read click analytics (clicks, unique visitors, countries, referrers, devices, browsers) for a link, a QR code or the whole account. Sign in with OAuth and choose what the assistant may do. Every change can be undone; nothing is ever permanently deleted. Works on every plan, including Free.
Get content approved & published faster: draft, send approval links and publish from your AI chat.
Run governed LinkedIn outreach from your AI assistant: campaigns, replies, stats and 30+ languages.
Give AI agents your LinkedIn voice, material, best posts and ICP-scored leads. You confirm posts.
Create AI influencers and make their photos and talking videos, with the same face every time.
Create and manage DexURL short links, QR codes, Vault items and Bio page links.
Post and schedule to TikTok, Instagram, YouTube, Facebook, LinkedIn, X, Threads and Bluesky from your AI agent. Video included, you approve every post, and MCP is on the free plan.
Schedule and publish posts to TikTok, Instagram, YouTube, LinkedIn and more from any AI agent. Connect your social accounts once, then let Claude, ChatGPT or any MCP client create, schedule, edit and review posts across every platform. Upload images and videos to your media library and attach them to posts. Signs in with OAuth; HubPost never sees your passwords. Also available in the [Claude directory](https://claude.ai/directory/hubpost) and as a [ChatGPT app](https://chatgpt.com/plugins/plugin_asdk_app_6ab141477a708191a7c5f68714ee7c39). Setup guide: [hubpost.co/mcp](https://hubpost.co/mcp?utm_source=glama&utm_medium=mcp-directory).
Buzzmark is a ghostwriter that writes, plans and schedules social media posts for founders and growing businesses. It reads your website first, so drafts sound like you, and it works in the web app or from Claude, ChatGPT and Cursor. Every scheduled post lands on your calendar before it goes out.
Search your saved Reels, TikToks and YouTube videos and creator libraries by what was said.
Images, video, music, speech, and public social data for AI agents.
Run Meta, Google, TikTok, LinkedIn, Microsoft, Reddit, X and Pinterest ads from your AI agent.
The personal brand OS for LinkedIn and Twitter: check, improve, schedule and publish posts.
Read, search and reply to your WhatsApp chats from your AI, using your own number.
Managed LinkedIn MCP server for AI agents: search, connect, message and enrich on accounts you own.
Let AI agents draft, schedule and publish posts to 17 social platforms, read analytics and reply.
Xquik is the world's fastest and cheapest X (Twitter) data API with the most complete X data.
Run your social media from Claude, ChatGPT or any MCP client. Feedlio's MCP server lets your assistant list workspaces and connected accounts, add media, and create, edit, reschedule and cancel posts across 15 platforms, including Facebook, Instagram, LinkedIn, YouTube, TikTok, Pinterest, Threads, Bluesky, Mastodon, Dev.to and Google Business Profile. Sign in with OAuth on Feedlio's own page. MCP is included on every Feedlio plan, the Free plan too. Support: support@feedlio.io. Also in Claude's Connectors Directory: https://claude.ai/directory/connectors/feedlio
Public Instagram profiles and post feeds by handle, with hashtags and mentions parsed.
Social media stats and posts for your accounts and competitors, for Claude, ChatGPT and AI agents.
Hosted MCP server for PlanVortex. Sign in with your PlanVortex account (OAuth) and your AI assistant can publish and schedule posts on all your social networks, reply to comments, reviews and direct messages, and read per-post analytics. It has no delete tools.
Publish, schedule and analyze social posts on Instagram, Facebook, TikTok, YouTube and more.
Patreon MCP server for ChatGPT, Claude and any AI agent: create post, send message to patron, list members, update tier, schedule post and export earnings in your own Patreon account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to Patreon yourself; Cotlet does not store your password and you need no Patreon API key. About the official Patreon API: Patreon has a public API v2, but it reads campaigns, members and posts and cannot create posts, message members or edit tiers (checked 11 Oct 2026). Its only write endpoints are for livestreams and webhooks. Setup and FAQ: https://cotlet.dev/integrations/patreon-api-mcp-server
PhotoShelter MCP server for ChatGPT, Claude and any AI agent: create gallery, share gallery, search images, update captions and keywords and set gallery access in your own PhotoShelter account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to PhotoShelter yourself; Cotlet does not store your password and you need no PhotoShelter API key. About the official PhotoShelter API: PhotoShelter publishes API documentation, but customers contact support to get an API key instead of generating one (checked 8 Nov 2026). There are no self-service keys and no official MCP server. Setup and FAQ: https://cotlet.dev/integrations/photoshelter-api-mcp-server
Schedule, publish, edit and cancel social media posts on your Sociro accounts from your AI assistant, and plan a week of posts with Sociro's AI Planner that waits for your approval.
Read, search, star and organize your RSS feeds, newsletters and saved articles.
Find a creator's profiles across Instagram, TikTok, YouTube, and X from a single profile URL.
LinkedIn prospecting, daily post signals, outreach campaigns and inbox management.
Trend data, an interactive Trend Radar and ad-targeting dry runs for AI agents. Read-only.
Draft, schedule and publish social posts and videos; delivery receipts, read-back where available.
Give your AI assistant the competitive context it can’t see on its own. Connect it to Watchr for competitive intelligence and brand monitoring across your connected sources and get direct access to validated insights and reports.
Post to social media (Facebook, Instagram, LinkedIn, Pinterest, YouTube, TikTok, X/Twitter and more)
AI shorts, script-to-video, music videos, AI images, music and voiceover; paid tools quote first.
Read public posts, comments, profiles and YouTube transcripts from Reddit, X, TikTok and more.
Boost posts and launch community growth campaigns from your AI assistant. OAuth, credit-billed.
AI marketing team for founders, callable from any agent: plan what to say, edit video, generate images and clips, write and design posts, publish to LinkedIn, X, Instagram, TikTok, YouTube, Facebook, Threads, Bluesky, Discord and Mastodon and read what performed. OAuth sign-in, no API key; every draft waits for approval unless you say publish now. Free Forever plan: 10 posts a day, no card.
Wild Apricot MCP server for ChatGPT, Claude and any AI agent: list contacts, approve membership application, check in event registrant, send email to event registrants, record invoice payment and register contact for event in your own Wild Apricot account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to Wild Apricot yourself; Cotlet does not store your password and you need no Wild Apricot API key. About the official Wild Apricot API: Yes, Wild Apricot has a REST API with an admin side and a member side, but no official MCP server (checked 23 Oct 2026). Its help center calls the API "intended for use by developers": you authorize an application, get an API key, exchange it for an OAuth token and write the calls yourself. Setup and FAQ: https://cotlet.dev/integrations/wild-apricot-api-mcp-server
