# AI agent pricing benchmark: what MCP-ready tools charge

> Source: https://agentsindex.ai/blog/ai-agent-pricing-benchmark

Buyer's guide [Agent tools and integrations](https://agentsindex.ai/categories/agent-tools-and-integrations)

What 18 MCP-ready AI tools charge to start, read on each vendor's pricing page in November 2026: per second, per minute, per token, per seat or per month.

Team AgentsIndex Published 14 Nov 2026 Checked 14 Nov 2026 [How we check](https://agentsindex.ai/methodology) 6 min read [Editorial policy](https://agentsindex.ai/editorial-policy)

![Logos of Replicate, TinyFish, Hume AI, nRouter, ORANO, Reclaim, Otter.ai, Claude. 18 tools compared, first 8 shown, from $5 a month.](https://agentsindex.ai/img/1024/heroes/ai-agent-pricing-benchmark/13729844ac59/list-16x9-800.webp)

Each of these 18 AI tools works with MCP: as a server an agent can call, or as a client that connects out to other MCP servers. Table 1 shows what each charges to start, as its own pricing page said when we read it in November 2026, and how the bill grows from there: by the second, the minute, the token, the seat or the month.

Updated 14 November 2026.

**Method.** For each tool we read the vendor’s own pricing page and its MCP documentation. Table 1 shows the entry price as the page states it, in the vendor’s own currency, and the day we read it. A “from” price is the lowest the page shows, so treat it as a floor. Full method: [how we check listings](https://agentsindex.ai/methodology).

In this article

- [TinyFish](https://agentsindex.ai/tinyfish) Web search, page fetching, cloud browsers and a web automation agent for AI agents, with search and fetch free.
- [Reclaim](https://agentsindex.ai/reclaim-ai) AI calendar agents that auto-schedule focus time, habits, tasks and meetings on Google or Outlook calendars.
- [AgentMail](https://agentsindex.ai/agentmail) Email provider where agents send, receive and thread mail, with webhooks and websockets for incoming messages.
- [UI Discovery](https://agentsindex.ai/uidiscovery) A library of real websites, iOS apps and dashboards with each one's palette, fonts and original build prompt.

[Compare every tool in the table](#what-mcp-ready-ai-tools-charge-to-start)

## What MCP-ready AI tools charge to start

Table 1 Entry prices of 18 MCP-ready AI tools, checked 8 to 14 November 2026 (day per row)

| Tool | What it does | Entry price | How it bills | MCP server | Checked |
| --- | --- | --- | --- | --- | --- |
| Replicate | Runs and fine-tunes AI models through an API | From $0.000025 a second | Usage | Yes | 14 Nov 2026 |
| [TinyFish](https://agentsindex.ai/tinyfish) | Web search, page fetch and cloud browsers for agents | $0.002 a minute | Usage | Yes | 13 Nov 2026 |
| Hume AI | Audio model that answers questions about speech and sound | $0.47 per 1M input tokens | Usage | Partly | 8 Nov 2026 |
| nRouter | LLM gateway at each provider’s list price | $5 minimum credit top-up | Credits | Partly | 11 Nov 2026 |
| ORANO | Turns saved videos into summaries and task plans | $5 a month | Month | Yes | 12 Nov 2026 |
| [Reclaim](https://agentsindex.ai/reclaim-ai) | Calendar agents that schedule focus time, tasks and meetings | $12 a seat a month | Seat | Partly | 12 Nov 2026 |
| Otter.ai | Meeting notetaker that joins calls or records without a bot | $16.99 a seat a month | Seat | Yes | 12 Nov 2026 |
| Claude | Anthropic’s assistant app with Cowork tasks and MCP connectors | $20 a month | Month | Partly | 12 Nov 2026 |
| [AgentMail](https://agentsindex.ai/agentmail) | Email inboxes that agents send, receive and thread | $20 a month | Month | Yes | 12 Nov 2026 |
| Arcmira | Searchable YouTube and podcast transcripts for agents | $20 a month | Month | Yes | 8 Nov 2026 |
| What’s Trending | Social listening with source links and engagement | From $20 a month | Month | Partly | 8 Nov 2026 |
| [UI Discovery](https://agentsindex.ai/uidiscovery) | Library of real sites and apps with their palettes and fonts | From $20 a month | Month | Yes | 13 Nov 2026 |
| [Hyper](https://agentsindex.ai/hyper) | Engineering platform that tests each delivery on its own servers | $20 a month | Month | Yes | 14 Nov 2026 |
| Pragor | Shared board where agents coordinate tasks and wait on approvals | €21.75 a month (about $24) | Activity events | Yes | 12 Nov 2026 |
| Lindy | AI employee in Slack, email and iMessage that asks before acting | From $29.99 a seat a month | Seat and usage | Partly | 13 Nov 2026 |
| LangSmith | Tracing, evaluation and deployment for agents | $39 a seat a month | Seat and usage | Yes | 10 Nov 2026 |
| [ERIUS PHONE](https://agentsindex.ai/eriusphone) | Virtual Android phones rented to AI agents | From €40 a month (about $44) | Month | Yes | 13 Nov 2026 |
| AgentQL | Query language that returns web page data as JSON | $99 a month | Month | Yes | 13 Nov 2026 |

agentsindex.ai [How we check](https://agentsindex.ai/methodology)

“Partly” in the MCP column means the vendor documents MCP for part of the product, for example a connector to outside servers or a docs server, rather than a full server for the product itself.

## Three ways the bill grows

**Usage.** Replicate, [TinyFish](https://agentsindex.ai/tinyfish) and Hume AI charge for what runs: seconds of compute, minutes of browser time, tokens sent. nRouter works from a prepaid balance with a $5 minimum top-up. Pragor starts at €21.75 a month (about $24) and bills on the activity events agents produce. An agent that calls these tools in a loop moves the bill with every call, so the volume you expect matters more than the entry price.

**Seat.** [Reclaim](https://agentsindex.ai/reclaim-ai) and Otter.ai charge per person, so the bill follows headcount.

**Seat and usage.** LangSmith charges per seat and meters traces beyond those included. Lindy charges per seat, and its seats feed a credit pool that metered work draws down.

**Month.** ORANO, Claude, [AgentMail](https://agentsindex.ai/agentmail), Arcmira, What’s Trending, [UI Discovery](https://agentsindex.ai/uidiscovery), [Hyper](https://agentsindex.ai/hyper), [ERIUS PHONE](https://agentsindex.ai/eriusphone) and AgentQL charge a set amount a month for the plan. Higher plans raise the limits.

## What a month costs, worked through

These use the entry prices in Table 1 and state the assumption. Where the price is a “from” price, the result is the least the month costs.

- **LangSmith for a team of 5.** 5 × $39 = $195 a month for the seats.
- **Reclaim for a team of 10.** 10 × $12 = $120 a month.
- **Otter.ai for 4 people.** 4 × $16.99 = $67.96 a month.
- **Lindy for 3 people.** 3 × $29.99 = $89.97 a month at least.
- **TinyFish for 10,000 browser minutes.** 10,000 × $0.002 = $20.
- **Hume AI for 10 million input tokens.** 10 × $0.47 = $4.70.

## How to read these prices

- **One person, steady use:** a monthly plan keeps the bill fixed. Check what the plan’s limits allow before the agent runs at volume.
- **A team:** per-seat prices scale with the number of people, as in the LangSmith and Reclaim examples.
- **An agent that runs on its own:** usage prices scale with calls, minutes or tokens. Multiply the entry price by your expected monthly volume.
- **Prices in euros:** Pragor and ERIUS PHONE publish in euros. Table 1 shows them as published.
- **More on agent costs:** our AI agent pricing comparison goes tool by tool.

## Questions people ask

### Which MCP-ready tools charge per seat?

[Reclaim](https://agentsindex.ai/reclaim-ai) at $12, Otter.ai at $16.99, Lindy from $29.99 and LangSmith at $39 a seat a month.

### Which MCP-ready tools bill by usage?

Replicate from $0.000025 a second, [TinyFish](https://agentsindex.ai/tinyfish) at $0.002 a minute and Hume AI at $0.47 per 1M input tokens. nRouter bills against a balance that starts with a $5 top-up.

### Which tools in Table 1 run a full MCP server?

Replicate, TinyFish, ORANO, Otter.ai, AgentMail, Arcmira, UI Discovery, Hyper, Pragor, LangSmith, ERIUS PHONE and AgentQL. Hume AI, nRouter, Reclaim, Claude, What’s Trending and Lindy support MCP in part.

### How old are these prices?

Each was read on the vendor’s own pricing page between 8 and 14 November 2026. Table 1 gives the day for each tool.

## Sources

- [How we check listings](https://agentsindex.ai/methodology)
- [Replicate, pricing](https://replicate.com/pricing) replicate.com
- [TinyFish, pricing](https://www.tinyfish.ai/pricing) tinyfish.ai
- [Hume AI, billing](https://dev.hume.ai/audio-decisions/docs/billing) dev.hume.ai
- [nRouter, pricing](https://nrouter.ai/pricing) nrouter.ai
- [ORANO, pricing](https://oranoai.com/pricing) oranoai.com
- [Reclaim, pricing](https://reclaim.ai/pricing) reclaim.ai
- [Otter.ai, pricing](https://otter.ai/pricing)
- [Claude, pricing](https://claude.com/pricing) claude.com
- [AgentMail, pricing](https://www.agentmail.to/pricing) agentmail.to
- [Arcmira, pricing](https://arcmira.com/pricing) arcmira.com
- [What’s Trending, pricing](https://whatstrending.cc/pricing.md) whatstrending.cc
- [UI Discovery, pricing](https://uidiscovery.com/pricing) uidiscovery.com
- [Hyper, pricing](https://hyper.asiflow.ai/pricing) hyper.asiflow.ai
- [Pragor, pricing](https://pragor.net/pricing) pragor.net
- [Lindy, pricing](https://www.lindy.ai/pricing) lindy.ai
- [LangSmith, pricing](https://www.langchain.com/pricing) langchain.com
- [ERIUS PHONE, pricing](https://eriusphone.com/pricing.html) eriusphone.com
- [AgentQL, pricing](https://www.agentql.com/pricing) agentql.com

## Cite this page

AgentsIndex, AI agent pricing benchmark: what MCP-ready tools charge, 14 November 2026: [https://agentsindex.ai/blog/ai-agent-pricing-benchmark](https://agentsindex.ai/blog/ai-agent-pricing-benchmark)

About the author

Team AgentsIndex

Editorial team

The AgentsIndex research desk publishes source-linked product research and original market analysis.

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[The category page](https://agentsindex.ai/categories/agent-tools-and-integrations)

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