gotcontext vs The Token Company
Both services reduce LLM token usage by compressing text over a REST API. The Token Company (YC W26) ships the bear-1 and bear-1.1 models with a stated 66% reduction, pitched as a drop-in REST endpoint with minimal integration overhead. gotcontext offers similar REST compression and extends the surface to include an MCP gateway, OAuth 2.1 authentication, per-user metering, and a self-hosted license for air-gapped deployments. The table below maps documented capabilities to help you decide which service fits your use case.
| Feature | gotcontext | The Token Company |
|---|---|---|
Schema compression (MCP tool schemas) gotcontext compresses MCP tool description strings before they reach the context window. The Token Company's public API compresses text payloads; schema-level MCP tool compression is not documented as of May 2026. | ||
Payload compression Both services offer REST-based text compression. The Token Company ships bear-1 and bear-1.1 models at $0.05/MTok with a stated 66% token reduction (per their published pricing at thetokencompany.com, as of May 2026). | ||
MCP gateway gotcontext exposes a Streamable HTTP MCP gateway at api.gotcontext.ai/mcp. The Token Company does not document an MCP-compatible endpoint (as of May 2026). | ||
Billing / metering gotcontext tracks per-user usage with a Polar-backed dashboard; free tier included. The Token Company uses usage-based pricing at $0.05/MTok (see thetokencompany.com); a free tier is not documented as of May 2026. | Usage-based pricing | |
OAuth 2.1 + RFC 8707 gotcontext validates JWT audience against the resource URI per RFC 9728 and supports Clerk-issued tokens. The Token Company's authentication model is not documented publicly as of May 2026. | ||
Self-hosted license gotcontext ships an Ed25519-signed self-hosted license for air-gapped or on-premises deployments. The Token Company is a managed API service with no self-hosting option documented as of May 2026. | ||
Multi-CLI (Claude Code / Gemini / Codex) gotcontext ships pre-wired Docker images for Claude Code, Gemini CLI, and OpenAI Codex CLI. The Token Company distributes a REST API; multi-CLI integration is not documented as of May 2026. |
When gotcontext fits better
- You need an MCP gateway that Claude Code, Gemini CLI, or Codex CLI can connect to without custom integration work.
- Your team requires OAuth 2.1 + audience-binding for security compliance.
- You need per-user metering, usage dashboards, and team-level billing.
- Air-gapped or on-premises deployment requires a self-hosted license.
- You want MCP tool schema compression in addition to payload compression.
When The Token Company fits better
- You only need drop-in REST payload compression with no MCP, billing, or auth requirements.
- You are comfortable with usage-based pricing at $0.05/MTok and do not need a free tier.
- Your use case is purely REST — no multi-CLI distribution or MCP gateway is required.
Comparison based on publicly documented features as of May 2026. The Token Company source: thetokencompany.com. Verify current pricing and capabilities at the source.
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