Agent
Discoverability
Ecosystem tracker
Ecosystem tracker

The MCP DirectoryChatGPTClaudeGrokMuse

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

Agent DiscoverabilityMCP DirectoryUpdated daily

The first to track the ChatGPT, Claude, Muse & Grok ecosystems, with the largest database on the core platforms. Tracked daily since .

ChatGPT Plugins
5,440
+486 in the last 7 days
Claude Connectors
4,934
+1,045 in the last 7 days
Muse Connectors
57
+0 in the last 7 days
Grok Connectors
38
+2 in the last 7 days
Check your Discoverability ScoreWill agents recommend your product?

Live registry

Directory growth

1 Dec 2025 – 9 Oct 2026

10,469

tracked integrations

Integrations

ChatGPTClaudeGrokMuseSee more
Directory1,030 results · ChatGPT, Claude, Grok & Muse
Sort:HostTypeCategoryScore
  • ArthrComing soonGet notified Plugin · Finance · Primary: Mortgages & Home Financing · 8 tools
  • Instant BooksComing soonGet notified Plugin · Finance · Primary: Accounting & Bookkeeping · 22 tools
  • Octagon AIComing soonGet notified Plugin · Finance · Primary: Institutional Financial Data & Equity Research Platforms · 4 tools
  • ContalaPending VerificationGet notified Community connector · Finance · Primary: Accounting & Bookkeeping · 15 tools
  • KontoCSVPending VerificationGet notified Community connector · Finance · Primary: Document & Message Field Extraction · 8 tools
  • MontrosePending VerificationGet notified Community connector · Finance · Primary: Stock & Investment Analysis Tools · 16 tools
  • Otto AI StocksOtto AIPending VerificationGet notified Community connector · Finance · Primary: Institutional Financial Data & Equity Research Platforms · 5 tools
  • RetenotPending VerificationGet notified Community connector · Finance · Primary: Accounting & Bookkeeping · 9 tools
  • SecurePutCallsPending VerificationGet notified Community connector · Finance · Primary: Stock & Investment Analysis Tools · 5 tools
  • cf0 Zerocf0Pending VerificationGet notified Community connector · Finance · Primary: Property & Rental Management Software · 3 tools
  • Ask Bob: Moneytalk ArchiveBrinker AdvisorPending VerificationGet notified Community connector · Finance · Primary: Institutional Financial Data & Equity Research Platforms · 3 tools
  • BrinkerAdvisor Reading GuideBrinker AdvisorPending VerificationGet notified Community connector · Finance · Primary: Academic Literature Search & Research Assistants · 3 tools
  • Client AnswersFirmaryPending VerificationGet notified Community connector · Finance · Primary: Accounting & Bookkeeping · 6 tools
  • DuesyPending VerificationGet notified Community connector · Finance · Primary: Event Organizer & Box-Office Tools · 16 tools
  • Fair Value CalculatorPending VerificationGet notified Community connector · Finance · Primary: Stock & Investment Analysis Tools · 9 tools
  • FocusPulsePending VerificationGet notified Community connector · Finance · Primary: Institutional Financial Data & Equity Research Platforms · 1 tool
  • Jupiter InvoicePending VerificationGet notified Community connector · Finance · Primary: Invoicing, Billing & Subscriptions · 8 tools
  • Taxapp.nzTax AppPending VerificationGet notified Community connector · Finance · Primary: Accounting & Bookkeeping · 18 tools
  • bimetricsPending VerificationGet notified Community connector · Finance · Primary: Accounting & Bookkeeping · 37 tools
  • myocr.appPending VerificationGet notified Community connector · Finance · Primary: Document Scanning & OCR · 5 tools
The directory over time

Directory growth. Every platform, every day.

Follow the number of tracked Plugins and Connectors across platforms.

Directory trend

Directory growth over time

Cumulative tracked connectors and apps per platform.

ChatGPTClaudeGrokMuse

Discoverability Score

Which products do ChatGPT and Claude recommend?

Every Plugin and Connector we score, and the ones each platform suggests on its own. Updated daily.

Check your Discoverability Score
  • Winning80+
  • Competitive60–79
  • Emerging40–59
  • Buried10–39
  • Invisible0–9
Category leaderboards

Who wins in every category.

The top companies ChatGPT and Claude find and pick first, category by category. Scroll through, or open one for the full leaderboard, score trends and keywords.

Browse all 329 categories
  • Winning80+
  • Competitive60–79
  • Emerging40–59
  • Buried10–39
  • Invisible0–9
Explore the ecosystem

Ecosystem insights. What sits behind the directory.

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

Platform split

Platform breakdown

Tracked integrations by platform.

  • Claude4,93447%
  • ChatGPT5,44052%
  • Grok380%
  • Muse571%

Registry signals

Market at a glance

More coverage signals already available in the public registry snapshot.

Callable tools216,360Searchable capabilitiesTools / result20.7Average capability depthVisible brands8,283Operators in the snapshotDocumented tools53%With useful descriptions

Access

Account requirements

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

  • None2,908 · 28%
  • Required7,053 · 67%
  • Optional259 · 2%
  • Unknown249 · 2%

Capability depth

Tool-count distribution

How many tools each tracked integration exposes.

All tools →

Daily registry newsletter

Your daily MCP update.

New Plugins, Connectors and platform changes across ChatGPT, Claude, Muse and Grok. One daily email.

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FAQs

Questions about the tracker

How the directory, categories and Discoverability Score work.

Read the methodology
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.

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.

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