A recent analysis of the "MCP" (Multi-Capability Provider) ecosystem has revealed that there are 22,561 distinct servers, a number significantly larger than previously indicated by individual registries. The majority of these servers, 46%, are dedicated to developer tools and coding agents, with other categories like finance and health being considerably smaller. A significant portion, about 36%, remains uncategorized, and a striking 99.6% lack any published reliability or uptime data, presenting a substantial risk for agents relying on these services. AI
RANK_REASON Analysis of an ecosystem with a focus on its current state and technical details. [lever_c_demoted from research: ic=1 ai=0.7]
- AWS
- Cloudflare
- Dominion Observatory
- GitHub
- HashiCorp
- MCP
- Microsoft
- MotherDuck
- Neo4j
- Notion
- Pinecone
- PulseMCP
- Qdrant
- Redis
- Smithery
- Stripe
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