gotcontext vs headroom
headroom (Apache-2.0, ~56,000 stars as of 2026-07-03) is a local-first context proxy you point your LLM client at by setting ANTHROPIC_BASE_URL. It runs on your machine with content-aware routers, reversible compaction storage, and output-token shaping — and your text never leaves your infrastructure.
gotcontext is a managed MCP gateway and Knowledge Hub. One bearer-token URL, no local install, with per-user metering and a compressed-retrieval knowledge store. The two tools serve different buyer shapes — this page maps them honestly.
✓ = supported ✗ = not supported ≈ = partial / varies Amber ✗ marks rows where headroom genuinely wins.
| Feature | gotcontext | headroom |
|---|---|---|
Deployment model These are different shapes, not competing quality levels. gotcontext is a single bearer-token URL you configure once. headroom runs on your own machine; your text never leaves your infrastructure. | Hosted (managed) | Local / self-hosted |
Data privacy — text stays local headroom processes everything in-process on your machine. gotcontext is a hosted service; compressed text transits our servers. If your policy is "data never leaves the building," headroom wins. | ||
Open source headroom is Apache-2.0 (~56,000 GitHub stars as of 2026-07-03). You can read, fork, audit, and modify every line. gotcontext's compression engine (token-saver-5000) is BSL 1.1 (source-available). | ||
Local install required headroom requires a local runtime (Node/Python/binary, depending on version). gotcontext requires only an HTTP client and a bearer token — no install. | ||
Output-token shaping headroom can shape and re-route the LLM's output tokens, not just compress the input context. gotcontext focuses on input-context compression; output shaping is not a current feature. | ||
MCP gateway (single bearer-token URL) gotcontext exposes a Streamable HTTP MCP gateway at api.gotcontext.ai/mcp. Claude Code, Gemini CLI, and Codex CLI connect with one config line. headroom is a local proxy (sets ANTHROPIC_BASE_URL); MCP gateway semantics are not documented. | ||
No-ops / managed infrastructure gotcontext is fully managed — no runtime to provision, patch, or monitor. headroom runs on your own machine; you own uptime, updates, and resource limits. | ||
AST-aware code compression gotcontext ships gc_blast_radius for ranked, symbol-aware code context. headroom has content-aware routing for code inputs; AST-level analysis depth is not documented. | ≈ | |
Knowledge Hub (cross-agent memory) gotcontext's Knowledge Hub stores, chunks, and retrieves documents across agent sessions with compressed retrieval. headroom is a stateless local proxy; cross-session memory is not a documented feature. | ||
Per-user dashboard and team billing gotcontext ships a Polar-backed dashboard with per-user usage metering, project-level budgets, and team seats. headroom has no billing surface. | ||
Free tier Both are free at low volumes. headroom is unlimited because it runs on your own hardware. gotcontext's free tier covers 1,000 compressions per month with no credit card required. | 1,000 compressions / month | Unlimited (self-hosted) |
Self-hosted license (air-gapped) Both support on-premises deployment. gotcontext ships an Ed25519-signed self-hosted license for enterprises that need the managed feature set without external egress. headroom is inherently local-first by design. |
Comparison based on publicly documented headroom features as of June 2026. Source: github.com/headroomlabs-ai/headroom. Verify current capabilities at the source.
When headroom fits your use case
- Your compliance or legal posture requires that no text leaves your own infrastructure — headroom processes everything locally.
- You want an Apache-2.0 tool you can read, fork, and modify with no vendor relationship.
- You need output-token shaping in addition to context compression — a capability gotcontext does not currently offer.
- You prefer running and maintaining your own runtime over a managed service URL.
When gotcontext fits your use case
- You want zero local install — configure one bearer-token URL and Claude Code, Gemini CLI, or Codex CLI connects immediately.
- You want AST-aware code compression and a Knowledge Hub (cross-agent memory) behind the same managed endpoint.
- Your team requires per-user metering, project-level budgets, and a billing dashboard.
- You want AST-aware code compression (gc_blast_radius) and a cross-agent Knowledge Hub without standing up infrastructure.
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1,000 free compressions per month. No credit card required.