Top companies for MCP Servers
Ranked by AI mention frequency in MCP Servers prompts · 20 observations · last seen Aug 27, 2026
Share of voice · top 10
Mention share across all brand mentions in this topic · remaining brands hold 63.2%
Leader
Mcp
5.3%
- 1
Mcp5.3% · 6
- 2
Python5.3% · 6
- 3
Typescript5.3% · 6
- 4
Fastmcp3.5% · 4
- 5
Node3.5% · 4
- 6
Openapi3.5% · 4
- 7
Claude Desktop2.6% · 3
- 8
Express2.6% · 3
- 9
Fastapi2.6% · 3
- 10
GitHub2.6% · 3
Full ranking
- 1.
- 2.
- 3.
- 4.
- 5.
- 6.
- 7.
- 8.
- 9.
- 10.
- 11.
Model Context Protocol2.6% SoV · 3 mentions · 3 prompts · Aug 27, 2026
- 12.
- 13.
Zod2.6% SoV · 3 mentions · 2 prompts · Aug 27, 2026
- 14.
Azure Api Management1.8% SoV · 2 mentions · 2 prompts · Jul 15, 2026
- 15.
Docker1.8% SoV · 2 mentions · 2 prompts · Jul 15, 2026
- 16.
Hono1.8% SoV · 2 mentions · 2 prompts · Jul 15, 2026
- 17.
Mulesoft1.8% SoV · 2 mentions · 2 prompts · Jul 15, 2026
- 18.
Truefoundry1.8% SoV · 2 mentions · 2 prompts · Jul 15, 2026
- 19.Abac0.88% SoV · 1 mentions · 1 prompts · Aug 27, 2026
- 20.
Anthropic0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 21.
Apideck0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 22.
Asp0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 23.
Aws Fargate0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 24.
Bun0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 25.
C0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 26.
Chatgpt0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 27.
- 28.
- 29.
Cloudflare Workers0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 30.
Cursor0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 31.
Datadog0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 32.
Dataloader0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 33.
Deno0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 34.
Gke0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 35.
Go0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 36.
Google Cloud Run0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 37.
Grafana0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 38.
Graphql0.88% SoV · 1 mentions · 1 prompts · Aug 27, 2026
- 39.
Gravitee0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 40.
Java0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 41.
Jira0.88% SoV · 1 mentions · 1 prompts · Aug 27, 2026
- 42.Json Rpc0.88% SoV · 1 mentions · 1 prompts · Aug 27, 2026
- 43.
Kong0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 44.
Kubernetes0.88% SoV · 1 mentions · 1 prompts · Jul 15, 2026
- 45.
- 46.
Nestjs0.88% SoV · 1 mentions · 1 prompts · Aug 27, 2026
- 47.
- 48.
Oauth0.88% SoV · 1 mentions · 1 prompts · Aug 27, 2026
- 49.Official Mcp Sdks0.88% SoV · 1 mentions · 1 prompts · Aug 27, 2026
- 50.
Oidc0.88% SoV · 1 mentions · 1 prompts · Aug 27, 2026
How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (20 observations for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI,
ChatGPT,
Google,
Gemini,
Google AI Mode,
Anthropic,
Claude,
Perplexity,
Grok,
DeepSeek,
Mistral,
Copilot,
Meta AI,
Qwen.
How can brands improve their AEO?
Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.
Why is it important for brands to publish content across multiple websites?
Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.
Want this interpreted for your brand?
Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.