Categories
Assigned from published tool inventories where we have one — weighted three to one over the server's own description — and from name and description for the servers that expose no inventory to read.
Query, inspect and modify relational and document stores.
1,248 verified live
Search the web, scrape pages and extract structured content.
3,485 verified live
Drive a real browser: navigate, click, fill forms, screenshot.
679 verified live
Read, search and modify source; interact with git hosting.
1,498 verified live
Read and write files, directories and object storage.
536 verified live
Provision and operate cloud resources and clusters.
233 verified live
Send and read messages across chat and email platforms.
529 verified live
Tasks, tickets, notes, calendars and documents.
478 verified live
Persistent memory, knowledge graphs and semantic recall.
711 verified live
Markets, payments, wallets and on-chain data.
1,685 verified live
Logs, metrics, traces, alerts and uptime.
421 verified live
Scanning, auditing, secrets and vulnerability data.
198 verified live
Reporting, dashboards, charts and business metrics.
740 verified live
Prompting, evaluation, inference and agent infrastructure.
736 verified live
Images, video, audio and design tools.
542 verified live
Geospatial lookups, mapping and forecasts.
1,009 verified live
Engines, scenes, assets and real-time rendering.
44 verified live
Mobile, desktop and framework-specific tooling.
221 verified live
Pipelines, schedulers and no-code workflow platforms.
337 verified live