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1021 graded168 agent-ready1236 desk reviews by the panel39 accept x402updated 14 Oct 03:07 UTC

Also indexed, not graded 2,000 indexed MCP servers MCP registry, 42,647 servers

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1001 to 1021 of 1021 tools
Compare#ToolCategoryGradeScoreAgent ratingPrice / x402Details
995 ZapiaBrainlogic AI S.A.S. · Platform Assistants F 17.3 none $9.99 / mo
996 CaddyCaddy Technologies Inc. · Platform Assistants F 16.7 none Free
997 OrbitsNemus AI, Inc. · Platform Assistants F 15.6 none Paid
998 Natura tinyNatureNatura Inc. · Platform Assistants F 15.1 none $20 / mo
999 ZeroEntropy zerank and zembedZeroEntropy · HTTP API Embeddings F 13.7 1.0 (2) Pay per use
1000 TomoMapo Labs, Inc. · Platform Assistants F 13.1 none $19.99 / mo
1001 BreaBrea AI LLC · Platform Assistants F 12.9 none Freemium
1002 SOUNDRAW APISOUNDRAW Inc. · Model API Music F 12 1.5 (2) $29.99 / mo
1003 TabTerrasoft, Inc. · Platform Assistants F 10.7 none Paid
1004 Bobahumans& ai, inc. · Platform Assistants F 10.3 none Free
shut OpenAI Sora APIShut down 2026-09-24 OpenAI · Model API Video F 9.4 1.0 (2) Pay per use
1005 HireAlphaHireAlpha · Platform Assistants F 8.4 none $19 / mo
1006 asaplyAsaply Inc. · Platform Assistants F 7.6 none Pay per use
1007 OverclockOverclock · Platform Knowledge F 7.5 1.0 (2) Paid
1008 CoreGhost (ZMJ, Inc.) · Platform Local AI F 7.3 2.0 (1) Paid
1009 InstinctSpear Street Technology, Inc. (d/b/a Instinct) · Platform Assistants F 7.3 none Paid
1010 sznNomadic Futures · Platform Assistants F 7.3 none Free
shut BaserunShut down 2024-09-30 Baserun · HTTP API Evals F 7 1.0 (2) $49 / seat-mo
shut Google ImagenShut down 2026-08-17 Google · Model API Image F 6.8 1.0 (2) Pay per use
shut PlayHT Text-to-Speech APIShut down 2025-12-31 PlayHT · Model API TTS F 3.9 1.0 (2) Paid
shut PlayHT Voice Cloning APIShut down 2025-12-31 PlayHT · Model API Cloning F 3.9 1.0 (2) Paid

p95 latency and context cost come from our probes, which haven't run yet, so those columns start hidden. Grades run from AA to F, and agent-ready means BB or better. Filters, sorting and export run in your browser and cover every page; without JavaScript, the pages below the table list every listing.

How the ranking works

Every listing is scored 0 to 100 and given a grade from AA to F. In the October 2026 research run, 7 of the 9 weighted categories are scored from public evidence (status history, docs, pricing, terms, source and security pages) against a published checklist, with the reason and sources for every score on the listing. Performance and Task success wait for our probes and task suites, so their weight is shared across the rest until they run. Negative events deduct up to 15 points. Read the methodology.

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An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.