The MCP DirectoryChatGPTClaudeGrokMuse
Explore the MCP ecosystem across ChatGPT, Claude, Grok and Muse.
Agent DiscoverabilityMCP DirectoryUpdated daily · 29 Sept 2026
Claude Connectors- 3,472 +724 in the last 7 days
ChatGPT Plugins- 4,978 +454 in the last 7 days
Grok Connectors- 35 +35 in the last 7 days
Muse Connectors- 36 +36 in the last 7 days
Live registry
Directory growth
1 Dec 2025 – 29 Sept 2026
8,521
tracked integrations
Integrations
ChatGPT
Claude
Grok
MuseSee more- VATESComing soonGet notified Plugin · AI · Primary: Enterprise Knowledge Search & AI Context Layer · 1 toolAI1 tool
- InductiveInductive BioComing soonGet notified Plugin · AI · Primary: Scientific & Biomedical Research Data · 2 toolsAI2 tools
- ToolMatchComing soonGet notified Plugin · AI · Primary: AI Project Directories & Agent Benchmarks · 3 toolsAI3 tools
- RunaComing soonGet notified Plugin · AI · Primary: Meeting Notes & Call Intelligence · 16 toolsAI16 tools
- VeraDialComing soonGet notified Plugin · AI · Primary: AI Voice Agents & Contact Center · 13 toolsAI13 tools
- JotterComing soonGet notified Plugin · AI · Primary: Personal AI Memory & Second Brain · 5 toolsAI5 tools
- DirectCase Legal ResearchDirectCaseComing soonGet notified Plugin · AI · Primary: Legal Research Engines · 16 toolsAI16 tools
- TasksBoardQualtirComing soonGet notified Plugin · AI · Primary: Personal Task & To-Do Managers · 12 toolsAI12 tools
- TruthScanComing soonGet notified Plugin · AI · Primary: Content Authenticity & Cryptographic Proof · 2 toolsAI2 tools
- Operator PowersComing soonGet notified Plugin · AI · Primary: Shared Team AI Workspaces & Skill Libraries · 10 toolsAI10 tools
- CarlyCarly AIComing soonGet notified Plugin · AI · Primary: AI Workflow Automation & iPaaS Platforms · 146 toolsAI146 tools
- ContextickComing soonGet notified Plugin · AI · Primary: Personal AI Memory & Second Brain · 11 toolsAI11 tools
- Arkon VaultComing soonGet notified Plugin · AI · Primary: Personal AI Memory & Second Brain · 13 toolsAI13 tools
- Expertise Live ChatbotExpertise AIComing soonGet notified Plugin · AI · Primary: AI Agent Builders & Deployment Platforms · 2 toolsAI2 tools
- SpeechdubComing soonGet notified Plugin · AI · Primary: Voice & Speech Generation (TTS) · 8 toolsAI8 tools
- Tough Tongue AIComing soonGet notified Plugin · AI · Primary: AI Voice Agents & Contact Center · 35 toolsAI35 tools
- BidayaComing soonGet notified Plugin · AI · Primary: Government Procurement & Contract Search · 16 toolsAI16 tools
- AgentGrid.io - Shared DriveAgentGridComing soonGet notified Plugin · AI · Primary: Shared Team AI Workspaces & Skill Libraries · 13 toolsAI13 tools
- InkboxComing soonGet notified Plugin · AI · Primary: Email APIs & Programmable Inboxes · 75 toolsAI75 tools
- AC - Artificial Conscience®Tech of EdenComing soonGet notified Plugin · AI · Primary: Scripture & Faith Study · 2 toolsAI2 tools
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.
ChatGPTClaudeGrokMuseProduct discovery
Discoverability Score
See which products agents surface after a prompt.
Compare how products perform in real agent conversations.
Claude suggests hotel Connectors.
View full size
ChatGPT suggests Airtable.
View full sizeClaude category benchmarks
Public benchmarks from real Claude conversations.
- 1Fathom – Your Meeting Intelligence Layer60/100
- 2tldv57/100
- 3Grain56/100
- 4Circleback38/100
- 5Fireflies31/100
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.
- Claude3,47241%
- ChatGPT4,97858%
- Grok350%
- Muse360%
Registry signals
Market at a glance
More coverage signals already available in the public registry snapshot.
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.
ClaudeChatGPTGrokMuseFresh in the registry
Latest additions
The newest connectors and Plugins in the latest snapshot.
Multi-platform
Cross-platform brands
Brands shipping on more than one platform — the strongest agent-discovery posture.
Access
Account requirements
How many tracked Plugins and connectors require an account to use.
- None2,291 · 27%
- Required5,716 · 67%
- Optional200 · 2%
- Unknown314 · 4%
Capability depth
Tool-count distribution
How many tools each tracked integration exposes.
Questions about the tracker
How the directory, categories and Discoverability Score work.
Read the methodologyWhat 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.
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.