Secure read/write, diff and search operations on the local file-system inside whitelisted directories.

Full set of Git commands—status, commit, diff, log, branch, etc.—exposed to an LLM for local repositories.

Interact with the GitHub API: read and write files, open issues / PRs, search code and manage branches.

Google Cloud Drive

Slack API

Google Maps

Privacy-focused web search with pagination and freshness filters returned as structured JSON.

Read-only SQL querying and automatic JSON-schema introspection for PostgreSQL databases.

Get/set keys, pattern-list keys and manage TTLs in any Redis instance through a simple tool set.

Graph-based long-term memory store that lets agents write and query entities, facts and relationships.