Core doesn’t just connect with your favorite tools—it orchestrates them intelligently. By understanding intent and context, Core ensures agents only access what’s relevant, keeping workflows lean, fast, and actionable. Here’s how Core turns context into real-world results:

1. Intent-Driven Tool Exposure

Core never floods agents with every possible tool or data stream. Instead, it evaluates the agent’s intent and exposes only the tools and data needed for the current step. This targeted approach:

• Dramatically reduces token usage and context window bloat.
• Keeps agent prompts focused, efficient, and cost-effective.
• Example: If an agent needs to send an email, only Gmail is surfaced—not Slack, GitHub, or calendar APIs.
• Result: Agents work faster and smarter, without wasting resources on irrelevant options.

2. Orchestration for Long-Running Processes

True orchestration is about sequencing the right tool, at the right time, with the right data. Core manages complex, multi-step workflows by:

• Curating tool outputs—returning only what’s actionable, not raw firehoses of data.
• Keeping the agent’s context window tight, so tasks don’t stall or degrade in quality.
• Example: Instead of dumping all GitHub data, Core surfaces only PRs waiting for your review, issues assigned to you, or urgent CI failures.
• This ensures agents finish real tasks end-to-end, rather than getting lost in irrelevant detail or running up unnecessary costs.

3. Open Source, Community-Driven Tooling

All Core tool integrations and orchestrators are open source.

• The community actively maintains, updates, and improves connectors for Gmail, Slack, GitHub, Calendar, and more.
• This ensures tools stay current, reliable, and robust—no vendor lock-in, no stale integrations.
• Anyone can contribute new tools or enhancements, making Core’s orchestration ecosystem both powerful and future-proof.