Ecosystem tracker

The MCP DirectoryChatGPTClaudeGrokMuse

Explore the MCP ecosystem across ChatGPT, Claude, Grok and Muse.

Updated daily
ChatGPT Plugins
4,898
+451 in the last 7 daysChatGPT, Work, Codex
Claude Connectors
3,342
+594 in the last 7 daysClaude, Cowork, Code
Grok Connectors
35
+35 in the last 7 daysGrok
Muse Connectors
36
+36 in the last 7 daysMuse

Live registry

Directory growth

1 Dec 2025 – 28 Sept 2026

8,311

tracked integrations

Integrations

ChatGPTClaudeGrokMuseSee more

The directory over time

Directory growth

Follow the number of tracked Plugins and Connectors across platforms.

Directory trend

Directory growth over time

Cumulative tracked connectors and apps per platform.

ChatGPTClaudeGrokMuse

Product discovery

Discoverability Score

See which products agents surface after a prompt.

Compare how products perform in real agent conversations.

Claude shows hotel-booking Connectors after a prompt to reserve a hotel near SFO.

Claude suggests hotel Connectors.

View full size

Claude category benchmarks

Public benchmarks from real Claude conversations.

How the score works
See all Discoverability Score categories

Explore the ecosystem

Ecosystem insights

Explore platform mix, categories, new additions and the capabilities behind the directory.

Platform split

Platform breakdown

Tracked integrations by platform.

  • Claude3,34240%
  • ChatGPT4,89859%
  • Grok350%
  • Muse360%

Registry signals

Market at a glance

More coverage signals already available in the public registry snapshot.

Callable tools158,435Searchable capabilitiesTools / result19.1Average capability depthVisible brands6,309Operators in the snapshotDocumented tools55%With useful descriptions

Category mix

Categories

Tile size shows tracked profiles across all platforms. Click a row or square to open the category page.

Color key: Each color marks the platform with the most profiles in that category.

ClaudeChatGPTGrokMuse

All categories →

Access

Account requirements

How many tracked Plugins and connectors require an account to use.

  • None2,233 · 27%
  • Required5,570 · 67%
  • Optional194 · 2%
  • Unknown314 · 4%

Capability depth

Tool-count distribution

How many tools each tracked integration exposes.

All tools →

Your discoverability

See where agents find you - and where competitors win instead.

Check your public profile, understand the gaps in your score, and turn the next agent decision into your advantage.

Check your score How scoring works
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FAQ
What is the MCP Directory?

The MCP Directory tracks ChatGPT, Claude, Grok and Muse. Searchable profiles and daily trends cover ChatGPT Plugins, Claude Connectors, Grok Connectors and Muse Connectors.

How often is the Ecosystem Tracker updated?

Counts, searchable profiles and charts refresh daily for every platform.

What counts as a Plugin or connector?

A listing is a public, agent-facing capability visible in a supported host directory. ChatGPT listings are described as Plugins; Claude, Grok and Muse listings as Connectors.

How are categories organized?

The main tracker shows every top-level category family in the public registry rollup. Category pages then expose the benchmark subcategories and competitive profiles within each family.

What does the discoverability score mean?

The public score summarizes the publishable benchmark results available for a profile. It is shown only when a complete benchmark result exists and is never inferred from directory position.

Why do some Plugins show '-' for discoverability?

A Plugin can be visible in a directory before its Primary Category has been scored. The dash means no publishable score is ready; it is not a zero.

Why might a Plugin or logo be missing?

The tracker reflects the latest public snapshot and the assets published with each listing. New or changed listings can appear before every descriptive field or logo is available upstream.

Can I receive Ecosystem Tracker updates?

Yes. Use the newsletter signup below to receive registry additions, category changes, and market insights as the public data refreshes.