--- title: "AI & ML: MCP servers and CLIs | Agent MCP Directory" description: "AI & ML: 36 companies, 9 with tools listed and 5 with a CLI on record, checked 4 November 2026. Endpoint, auth type and tools on each entry." canonical: https://agentmcpdirectory.com/directory/category/ai-and-ml site: "Agent MCP Directory" last_updated: 2026-11-05 section: "Directory lists" --- # AI & ML: MCP servers and CLIs | Agent MCP Directory > AI & ML: 36 companies, 9 with tools listed and 5 with a CLI on record, checked 4 November 2026. Endpoint, auth type and tools on each entry. Source: https://agentmcpdirectory.com/directory/category/ai-and-ml Site: Agent MCP Directory Last reviewed: 2026-11-05 # AI & ML: MCP servers and CLIs 36 companies in AI & ML: 9 listed tools to a client with no credentials, 22 answered with a sign-in challenge (not counted) and 5 have a CLI on record. Rows run from 1102tools to Zine. Categories follow Ora's leaderboard where the company is scored there, and a registry description elsewhere. ## Rows | Company | MCP server | CLI | Ora score | OpenAPI | WebMCP | Last verified | | --- | --- | --- | --- | --- | --- | --- | | 1102tools 1102tools.com | Verified no auth | – | | – | not read | 2026-11-04 | | Anthropic anthropic.com | None found | @anthropic-ai/claude-code | 71 B | – | no | 2026-11-04 | | Antwork antwork.io | Sign-in required OAuth DCR; tools not seen, not counted | – | 55 C | yes | not read | 2026-11-04 | | Clueso clueso.io | Verified no auth | – | 78 B | – | no | 2026-11-04 | | Desktopcommander desktopcommander.app | Sign-in required OAuth DCR; tools not seen, not counted | – | | – | not read | 2026-11-04 | | Floot floot.com | Sign-in required OAuth DCR; tools not seen, not counted | – | 60 C | – | no | 2026-11-04 | | Glean glean.com | None found | – | 72 B | – | no | 2026-11-04 | | Glif glif.app | Sign-in required OAuth DCR; tools not seen, not counted | – | 76 B | yes | no | 2026-11-04 | | Google Gemini gemini.google.com | None found | @google/gemini-cli | 43 D | – | not read | 2026-11-04 | | Hugging Face huggingface.co | Verified no auth | huggingface_hub | 82 B | – | no | 2026-11-04 | | HypAware hypaware.ai | Sign-in required OAuth DCR; tools not seen, not counted | – | | – | not read | 2026-11-04 | | Kodza kodza.dev | Verified no auth | – | | – | not read | 2026-11-04 | | LFG lfg.gm | Sign-in required OAuth DCR; tools not seen, not counted | – | | – | not read | 2026-11-04 | | Locus paywithlocus.com | Sign-in required OAuth DCR; tools not seen, not counted | – | 84 B | yes | no | 2026-11-04 | | mabl mabl.com | Sign-in required OAuth DCR; tools not seen, not counted | – | 71 B | – | not read | 2026-11-04 | | Modal modal.com | None found | modal | 63 C | – | no | 2026-11-04 | | NVIDIA nvidia.com | Sign-in required OAuth DCR; tools not seen, not counted | – | 77 B | – | no | 2026-11-04 | | OpenAI openai.com | None found | @openai/codex | 58 C | yes | no | 2026-11-04 | | Perspective AI getperspective.ai | Sign-in required OAuth DCR; tools not seen, not counted | – | 72 B | – | not read | 2026-11-04 | | Powmcp powmcp.com | Verified no auth | – | | – | not read | 2026-11-04 | | Predictionmarketspicks predictionmarketspicks.com | Verified no auth | – | | – | not read | 2026-11-04 | | Prominara prominara.com | Sign-in required OAuth DCR; tools not seen, not counted | – | 52 C | – | not read | 2026-11-04 | | RegAI regai.tw | Sign-in required OAuth DCR; tools not seen, not counted | – | | – | not read | 2026-11-04 | | Reka reka.ai | Verified no auth | – | 77 B | – | no | 2026-11-04 | | ReputeMap reputemap.com | Verified no auth | – | | – | not read | 2026-11-04 | | Roboflow roboflow.com | Sign-in required OAuth DCR; tools not seen, not counted | – | 72 B | – | no | 2026-11-04 | | Scripe scripe.io | Sign-in required OAuth DCR; tools not seen, not counted | – | 69 C | – | not read | 2026-11-04 | | SentinelX sentinelx.app | Sign-in required OAuth DCR; tools not seen, not counted | – | | – | not read | 2026-11-04 | | Speakeroo speakeroo.app | Verified no auth | – | 73 B | – | not read | 2026-11-04 | | Startup Ignition startupignition.com | Sign-in required OAuth DCR; tools not seen, not counted | – | | – | not read | 2026-11-04 | | Truthifi truthifi.com | Sign-in required OAuth DCR; tools not seen, not counted | – | | – | not read | 2026-11-04 | | Unstructured unstructured.io | Sign-in required OAuth DCR; tools not seen, not counted | – | 73 B | – | no | 2026-11-04 | | Versive getversive.com | Sign-in required OAuth DCR; tools not seen, not counted | – | 84 B | – | no | 2026-11-04 | | Vooban vooban.com | Sign-in required OAuth DCR; tools not seen, not counted | – | | – | not read | 2026-11-04 | | Webhound webhound.ai | Sign-in required OAuth DCR; tools not seen, not counted | – | 38 D | – | no | 2026-11-04 | | Zine zine.ai | Sign-in required OAuth DCR; tools not seen, not counted | – | | – | not read | 2026-11-04 | Ora score is Ora's cached score and grade for the company's domain, read on 5 November 2026 from GET /api/score/{domain}, or from Ora's GET /api/leaderboard of the same day where that was read first (a vendor-published figure). A blank cell means Ora returned no cached score for the domain, or the domain was not read. MCP status - [Verified](https://agentmcpdirectory.com/directory/status/verified/) 263 - [Sign-in required, tools not seen, not counted](https://agentmcpdirectory.com/directory/status/sign-in/) 533 - [Credential wall](https://agentmcpdirectory.com/directory/status/credential-wall/) 19 - [No answer](https://agentmcpdirectory.com/directory/status/no-answer/) 47 - [No tools listed](https://agentmcpdirectory.com/directory/status/no-tools/) 2 - [None found](https://agentmcpdirectory.com/directory/status/none-found/) 472 Auth type - [No authentication](https://agentmcpdirectory.com/directory/auth/none/) 263 - [API key](https://agentmcpdirectory.com/directory/auth/api-key/) 19 - [OAuth with client registration](https://agentmcpdirectory.com/directory/auth/oauth-dcr/) 517 - [OAuth without client registration](https://agentmcpdirectory.com/directory/auth/oauth/) 16 Edition 4 November 2026 Method [How rows are verified](https://agentmcpdirectory.com/method/) Data [CSV and JSON](https://agentmcpdirectory.com/data/) Markdown [This page as markdown](https://agentmcpdirectory.com/directory/category/ai-and-ml/index.md) ## Sources - [Official MCP Registry API](https://registry.modelcontextprotocol.io/v0/servers), read 4 November 2026 - [Ora public leaderboard](https://ora.ai/leaderboard?utm_source=agentmcpdirectory.com&utm_medium=referral&utm_campaign=list), read 4 November 2026 - [Ora leaderboard, GET /api/leaderboard](https://ora.ai/api/leaderboard?utm_source=agentmcpdirectory.com&utm_medium=referral&utm_campaign=list), read 5 November 2026 - [Ora API reference, including GET /api/score/{domain}](https://ora.ai/llms-full.txt?utm_source=agentmcpdirectory.com&utm_medium=referral&utm_campaign=list), read 5 November 2026 Last reviewed 5 November 2026