June 11, 2026

Data Scraping

By

Tendem Team

Tendem Now Works Inside Claude, ChatGPT, and Your Other AI Tools – Meet the Tendem MCP Connector

Starting today, you can delegate real tasks to vetted human experts without ever leaving your AI chat. Tendem is now available as an MCP connector, which means Claude, ChatGPT, Claude Cowork, Cursor, Codex, and practically any AI tool that supports custom connectors can hand work to a human expert and bring the finished result straight back into your conversation.

The idea is simple. Your AI assistant is fast and capable, but sooner or later it hits a wall – a research task that needs verification, a dataset that needs judgment calls, a deliverable where "sounds right" isn't the same as "is right." Until now, that meant leaving the chat, opening another tab, re-explaining everything from scratch, and copying results back. With the Tendem connector, a human finishes the job in the same conversation where it started.

What is MCP, in plain English

MCP stands for Model Context Protocol – an open standard introduced by Anthropic in late 2024 that lets AI agents connect to outside tools and services in a consistent way. Think of it as a universal adapter, the USB-C port for AI agents: a service builds one connector, and it works across many AI clients.

In practice, it means your AI tool can call Tendem directly inside the conversation. No tab-switching, no copy-paste, no re-briefing a task somewhere else. You describe what you need in plain language, and the agent picks up Tendem automatically.

How it works, start to finish

Once connected, the workflow lives entirely inside your chat:

  1. Describe the task. Mention Tendem and explain what you need, the same way you'd write any prompt. Your agent may ask a few clarifying questions to tighten the brief.

  2. Get a price. Tendem reviews and prices the task – this takes up to 10 minutes – and the proposal appears right in the chat.

  3. Approve in chat. Nothing is charged before you approve. If the price feels high, ask your agent to narrow the scope and resubmit, or simply walk away.

  4. An expert does the work. A vetted human expert picks up the task. If a job needs multiple specialists – say, a designer and a copywriter reviewing the same pitch deck – the agent splits it into parallel tasks automatically.

  5. Results come back to the same conversation. You receive the output as readable text plus downloadable files, with a link to the full result in Tendem. Ask for a status update at any point with a simple "check my Tendem task."

One framing matters here: Tendem is not "AI doing your work for you." The AI handles the busywork of scoping and routing – a real human expert delivers the result. That's the whole point. AI alone still hallucinates and falls short on complex, judgment-heavy work, and the cost of being wrong on business data is real. When the work needs to hold up, it goes to a person.

What kinds of tasks experts handle

Category

Example tasks

Research

Competitive analysis, market research, data enrichment, fact-checking

Content & copy

Copywriting, editing, proofreading, blog posts, outreach emails, proposals

Design & creative

Design review, presentation polish, slide decks, brand asset feedback

Data work

List building, data scraping, data cleaning, price verification

Complex multi-step

Projects needing human judgment, synthesis, or real-world interaction

Specific tasks with a clear deliverable get the best results. A few prompts that already work today, ready to copy:

  • "Use Tendem to find me placements to promote [our new feature]. Give me 40 creators with newsletters, X, Youtube and podcasts in the USA and EU, 5K-30K audience size. Topics: [AI tooling, productivity, design, entrepreneurship]. Host profile [AI/ML expert, techie, educator]."

  • "Use Tendem to clean and enrich this investor list – remove duplicates, fill in missing LinkedIn URLs, flag anyone who invested in AI startups in the last 12 months." 

  • "Use Tendem to write 5 LinkedIn posts from the key points in this doc. Professional but conversational, under 200 words each, clear CTA. Also add a list of 20 LinkedIn posts on the same topic [in this area], shared within the last 7 days, minimum 100 likes, good for commenting and visibility.”

  • "Use Tendem to review this pitch deck. I want a designer's eyes on the layout and visual hierarchy, and a copywriter checking the messaging is on point. Call out what doesn't work and suggest fixes."

That last one needs two different people, something Tendem does without you organizing anything. Claude reads it as a design job and a copy job, opens two tasks, and runs them in parallel. You can ask for the status of either one whenever you want, and both come back to the same conversation when they're done.

If you want a sense of where the human layer matters most, our guide on when to use human experts instead of AI breaks down the decision in detail.

How to connect Tendem to your AI tool

Setup takes about a minute, and we're counting the time it takes to find the settings menu:

  1. Open the connector settings in your AI tool. In Claude: Settings → Connectors → Add Custom Connector.

  2. Name it Tendem and paste the server URL: https://mcp.tendem.ai/mcp

  3. Click Add → Connect, authorize via OAuth, and you're set. It works on desktop, mobile, and web.

From there, just mention Tendem when you describe your task. Step-by-step instructions for every supported platform are on the Tendem MCP connection page.

Pricing: you see the number before anything is charged

Tendem is a paid service, and the pricing model is built around one principle: no surprises. Every task gets a transparent price in chat before work begins, and nothing leaves your account until you approve it. Cancel before approving and there's no charge at all. If work has already started, the unstarted portion is refunded.

To make the first experience easy, there's a $50 starting bonus when you sign up, and your first 3 tasks are 50% off.

Why this is different

Versus doing it all in your AI agent: AI alone is fast and inexpensive, but it falls short on complex, long-spec, judgment-heavy work – and it can produce output that sounds right without being right. Tendem covers exactly that gap with a real human, inside the same chat. We've written before about the true cost of AI hallucinations in business data – this connector is the practical fix.

Versus freelance marketplaces: on Upwork or Fiverr, you manage everything – briefing, back-and-forth, quality control. With Tendem, scoping and routing are handled for you. You stay in your agent and receive a finished deliverable, no freelancer management overhead.

The credibility behind "vetted": Tendem is built on Toloka's 10+ years of human-AI collaboration infrastructure and is backed by Bezos Expeditions. When we say vetted human experts, it's a claim we can stand behind.

Try it today

The Tendem MCP connector is live and connectable right now. If being wrong has a cost, give the task to a human – without leaving the chat where your work already lives.

Connect Tendem to your AI tool and claim your $50 starting bonus – your first three tasks are half price.

Related Resources

Tendem's Human Experts – who the co-pilots are and how vetting works

Starting today, you can delegate real tasks to vetted human experts without ever leaving your AI chat. Tendem is now available as an MCP connector, which means Claude, ChatGPT, Claude Cowork, Cursor, Codex, and practically any AI tool that supports custom connectors can hand work to a human expert and bring the finished result straight back into your conversation.

The idea is simple. Your AI assistant is fast and capable, but sooner or later it hits a wall – a research task that needs verification, a dataset that needs judgment calls, a deliverable where "sounds right" isn't the same as "is right." Until now, that meant leaving the chat, opening another tab, re-explaining everything from scratch, and copying results back. With the Tendem connector, a human finishes the job in the same conversation where it started.

What is MCP, in plain English

MCP stands for Model Context Protocol – an open standard introduced by Anthropic in late 2024 that lets AI agents connect to outside tools and services in a consistent way. Think of it as a universal adapter, the USB-C port for AI agents: a service builds one connector, and it works across many AI clients.

In practice, it means your AI tool can call Tendem directly inside the conversation. No tab-switching, no copy-paste, no re-briefing a task somewhere else. You describe what you need in plain language, and the agent picks up Tendem automatically.

How it works, start to finish

Once connected, the workflow lives entirely inside your chat:

  1. Describe the task. Mention Tendem and explain what you need, the same way you'd write any prompt. Your agent may ask a few clarifying questions to tighten the brief.

  2. Get a price. Tendem reviews and prices the task – this takes up to 10 minutes – and the proposal appears right in the chat.

  3. Approve in chat. Nothing is charged before you approve. If the price feels high, ask your agent to narrow the scope and resubmit, or simply walk away.

  4. An expert does the work. A vetted human expert picks up the task. If a job needs multiple specialists – say, a designer and a copywriter reviewing the same pitch deck – the agent splits it into parallel tasks automatically.

  5. Results come back to the same conversation. You receive the output as readable text plus downloadable files, with a link to the full result in Tendem. Ask for a status update at any point with a simple "check my Tendem task."

One framing matters here: Tendem is not "AI doing your work for you." The AI handles the busywork of scoping and routing – a real human expert delivers the result. That's the whole point. AI alone still hallucinates and falls short on complex, judgment-heavy work, and the cost of being wrong on business data is real. When the work needs to hold up, it goes to a person.

What kinds of tasks experts handle

Category

Example tasks

Research

Competitive analysis, market research, data enrichment, fact-checking

Content & copy

Copywriting, editing, proofreading, blog posts, outreach emails, proposals

Design & creative

Design review, presentation polish, slide decks, brand asset feedback

Data work

List building, data scraping, data cleaning, price verification

Complex multi-step

Projects needing human judgment, synthesis, or real-world interaction

Specific tasks with a clear deliverable get the best results. A few prompts that already work today, ready to copy:

  • "Use Tendem to research the top 10 competitors of [company] – pricing, target audience, key differentiators. Deliverable: Google Doc."

  • "Use Tendem to clean and enrich this investor list – remove duplicates, fill in missing LinkedIn URLs, flag anyone who invested in AI startups in the last 12 months."

  • "Use Tendem to find contact details for 20 product managers at Series B SaaS companies in Europe. Name, LinkedIn, company, email where available. Deliverable: spreadsheet."

  • "Use Tendem to write 5 LinkedIn posts from the key points in this doc. Professional but conversational, under 200 words each, clear CTA."

If you want a sense of where the human layer matters most, our guide on when to use human experts instead of AI breaks down the decision in detail.

How to connect Tendem to your AI tool

Setup takes about a minute, and we're counting the time it takes to find the settings menu:

  1. Open the connector settings in your AI tool. In Claude: Settings → Connectors → Add Custom Connector.

  2. Name it Tendem and paste the server URL: https://mcp.tendem.ai/mcp

  3. Click Add → Connect, authorize via OAuth, and you're set. It works on desktop, mobile, and web.

From there, just mention Tendem when you describe your task. Step-by-step instructions for every supported platform are on the Tendem MCP connection page.

Pricing: you see the number before anything is charged

Tendem is a paid service, and the pricing model is built around one principle: no surprises. Every task gets a transparent price in chat before work begins, and nothing leaves your account until you approve it. Cancel before approving and there's no charge at all. If work has already started, the unstarted portion is refunded.

To make the first experience easy, there's a $50 starting bonus when you sign up, and your first 3 tasks are 50% off.

Why this is different

Versus doing it all in your AI agent: AI alone is fast and inexpensive, but it falls short on complex, long-spec, judgment-heavy work – and it can produce output that sounds right without being right. Tendem covers exactly that gap with a real human, inside the same chat. We've written before about the true cost of AI hallucinations in business data – this connector is the practical fix.

Versus freelance marketplaces: on Upwork or Fiverr, you manage everything – briefing, back-and-forth, quality control. With Tendem, scoping and routing are handled for you. You stay in your agent and receive a finished deliverable, no freelancer management overhead.

The credibility behind "vetted": Tendem is built on Toloka's 10+ years of human-AI collaboration infrastructure and is backed by Bezos Expeditions. When we say vetted human experts, it's a claim we can stand behind.

Try it today

The Tendem MCP connector is live and connectable right now. If being wrong has a cost, give the task to a human – without leaving the chat where your work already lives.

Connect Tendem to your AI tool and claim your $50 starting bonus – your first three tasks are half price.

Related Resources

You don't need to
fix AI slop yourself

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You don't need to
fix AI slop yourself

© Toloka AI BV. All rights reserved.

We use cookies. You can accept, reject, or manage them.

Manage cookies

© Toloka AI BV. All rights reserved.

We use cookies. You can accept, reject, or manage them.

Manage cookies

You don't need to fix AI slop yourself