Context Gateway
Accept candidate context from MCP tools, app code, local demos, or future adapters.
FreshContext decides what context deserves to reach the model. Raw retrieval results become freshness-ranked, explained, decision-ready context for agents and apps.
What it does
FreshContext sits between retrieval and reasoning. It does not replace the model; it turns candidate context into decisions about what should be used, cited, refreshed, verified, backgrounded, watched, or excluded.
Accept candidate context from MCP tools, app code, local demos, or future adapters.
Normalize signals, score freshness, preserve confidence, and explain uncertainty.
Apply source-aware aging policy for docs, code, research, finance, jobs, social, and local context.
Return useful actions: use first, cite, refresh, verify, watch, background, or exclude.
Use it now
The cleanest public path is local MCP through npm. Demos and source-checkout workflows live in the GitHub repo; the installed package supports the MCP server entrypoint.
Use this when configuring Claude Desktop or another MCP stdio client.
npm install -g freshcontext-mcp
freshcontext-mcp
Clone the repo for bring-your-own-context demos, arXiv signal proof, Trust Scanner, and release integrity checks.
Interfaces
MCP is public now. Core, BYOC demos, and the arXiv signal proof show the judgment layer. REST, SDK, CLI, and Operator mode remain roadmap until they are real product surfaces.
Install `freshcontext-mcp` and expose 21 read-only tools through MCP stdio clients.
Source Profiles, BYOC JSON demos, and the arXiv signal path prove adapter output can reach Core decisions.
A local REST handler exists in source. Public REST, retrieval orchestration, crawling, dashboards, billing, and webhooks are not live product claims.
Screen-share path
For a live talk, lead with the context-integrity demo, then show npm install, then show the runbook. Keep future surfaces framed as roadmap.
Shows fresh, stale, unknown-date, and failed context before and after FreshContext evaluation.
A practical talk track for showing FreshContext without overclaiming future Operator or platform work.
Use the contact page for outreach. A dedicated FreshContext email is planned.