Agent MCP Directory

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

AI & ML, rows 1 to 36 of 36
CompanyMCP serverCLIOra scoreOpenAPIWebMCPLast verified
1102tools 1102tools.comVerified no auth––not read2026-11-04
Anthropic anthropic.comNone found@anthropic-ai/claude-code71 B–no2026-11-04
Antwork antwork.ioSign-in required OAuth DCR; tools not seen, not counted–55 Cyesnot read2026-11-04
Clueso clueso.ioVerified no auth–78 B–no2026-11-04
Desktopcommander desktopcommander.appSign-in required OAuth DCR; tools not seen, not counted––not read2026-11-04
Floot floot.comSign-in required OAuth DCR; tools not seen, not counted–60 C–no2026-11-04
Glean glean.comNone found–72 B–no2026-11-04
Glif glif.appSign-in required OAuth DCR; tools not seen, not counted–76 Byesno2026-11-04
Google Gemini gemini.google.comNone found@google/gemini-cli43 D–not read2026-11-04
Hugging Face huggingface.coVerified no authhuggingface_hub82 B–no2026-11-04
HypAware hypaware.aiSign-in required OAuth DCR; tools not seen, not counted––not read2026-11-04
Kodza kodza.devVerified no auth––not read2026-11-04
LFG lfg.gmSign-in required OAuth DCR; tools not seen, not counted––not read2026-11-04
Locus paywithlocus.comSign-in required OAuth DCR; tools not seen, not counted–84 Byesno2026-11-04
mabl mabl.comSign-in required OAuth DCR; tools not seen, not counted–71 B–not read2026-11-04
Modal modal.comNone foundmodal63 C–no2026-11-04
NVIDIA nvidia.comSign-in required OAuth DCR; tools not seen, not counted–77 B–no2026-11-04
OpenAI openai.comNone found@openai/codex58 Cyesno2026-11-04
Perspective AI getperspective.aiSign-in required OAuth DCR; tools not seen, not counted–72 B–not read2026-11-04
Powmcp powmcp.comVerified no auth––not read2026-11-04
Predictionmarketspicks predictionmarketspicks.comVerified no auth––not read2026-11-04
Prominara prominara.comSign-in required OAuth DCR; tools not seen, not counted–52 C–not read2026-11-04
RegAI regai.twSign-in required OAuth DCR; tools not seen, not counted––not read2026-11-04
Reka reka.aiVerified no auth–77 B–no2026-11-04
ReputeMap reputemap.comVerified no auth––not read2026-11-04
Roboflow roboflow.comSign-in required OAuth DCR; tools not seen, not counted–72 B–no2026-11-04
Scripe scripe.ioSign-in required OAuth DCR; tools not seen, not counted–69 C–not read2026-11-04
SentinelX sentinelx.appSign-in required OAuth DCR; tools not seen, not counted––not read2026-11-04
Speakeroo speakeroo.appVerified no auth–73 B–not read2026-11-04
Startup Ignition startupignition.comSign-in required OAuth DCR; tools not seen, not counted––not read2026-11-04
Truthifi truthifi.comSign-in required OAuth DCR; tools not seen, not counted––not read2026-11-04
Unstructured unstructured.ioSign-in required OAuth DCR; tools not seen, not counted–73 B–no2026-11-04
Versive getversive.comSign-in required OAuth DCR; tools not seen, not counted–84 B–no2026-11-04
Vooban vooban.comSign-in required OAuth DCR; tools not seen, not counted––not read2026-11-04
Webhound webhound.aiSign-in required OAuth DCR; tools not seen, not counted–38 D–no2026-11-04
Zine zine.aiSign-in required OAuth DCR; tools not seen, not counted––not read2026-11-04

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
Auth type