The real catalog of tools for AI agents

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls

Verify consequential AI actions before they execute.

Constitutional verdict layer for AI agents. SEAL/HOLD before mutation. F1-F13 floors; audit ledger.

Deterministic research state, evidence validation and statistical recomputation.

Unofficial safety-focused MCP server for Kalshi market data and explicitly authorized trading

Google NotebookLM: notebooks, sources, cited chat, podcasts, video, slides, quizzes, research

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

use any website on a user's behalf in a cloud browser: navigate, sign in, fill forms, buy, download.

MCP server for Environment & Nature

MCP server that wraps the Open Notebook API

Your vocabulary notebook: save, browse, edit and practise your own words with spaced repetition.

MCP server that wraps the Open Notebook API

System-of-record notebook for AI coding agents: pages, datastores, tasks, skills over MCP.

UK river levels and rainfall, bathing waters, flood warnings, weather, earthquakes and the GB…

UK Environment Agency data with cleaning - 10 tools for floods, water quality, permits, catchments.

Create, read, search, and organize your Drafto notes and notebooks.

Run a side effect exactly once under retries, redelivery, and concurrent workers.

Synchronize Colab notebook files through Google Drive without executing notebook code.

Read and draw on a live crypto, stock or forex chart, run scripts and backtests.

The notebook your AI writes to. Save, organize, search and read notes in your Notiero notebook.