Context Gateway
Accept candidate context from MCP tools, app code, local demos, or future adapters.
FreshContext v0.3.18 - live MCP package
Context that earns its place.
FreshContext decides what context deserves to reach the model. Raw retrieval results become freshness-ranked, explained, decision-ready context for agents and apps.
npm latest 0.3.18
21 MCP tools
source profiles
arXiv signal proof
Decision pass
raw signals -> model-ready context
raw
fresh arXiv paper with clear date
cite primary
rank
older source, still useful foundation
supporting
warn
missing publication date
verify
guard
blocked/error response
exclude
What it does
The context gateway before reasoning.
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.
Core Evaluation
Normalize signals, score freshness, preserve confidence, and explain uncertainty.
Source Profiles
Apply source-aware aging policy for docs, code, research, finance, jobs, social, and local context.
Decision Layer
Return useful actions: use first, cite, refresh, verify, watch, background, or exclude.
Use it now
Use the published MCP package today.
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.
Install globally
Use this when configuring Claude Desktop or another MCP stdio client.
npm install -g freshcontext-mcp
freshcontext-mcp
Try the source demos
Clone the repo for bring-your-own-context demos, arXiv signal proof, Trust Scanner, and release integrity checks.
The local REST handler, Operator mode, retrieval orchestration, browser crawling, dashboards, billing, and webhooks are not presented here as deployed product surfaces.
Interfaces
Live today. Staged honestly.
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.
MCP
live
Agent interface
Install `freshcontext-mcp` and expose 21 read-only tools through MCP stdio clients.
Core proof
local
Evaluation and decisions
Source Profiles, BYOC JSON demos, and the arXiv signal path prove adapter output can reach Core decisions.
Roadmap
planned
REST, SDK, CLI, Operator
A local REST handler exists in source. Public REST, retrieval orchestration, crawling, dashboards, billing, and webhooks are not live product claims.
Screen-share path
Show the decision layer, not a pile of links.
For a live talk, lead with the context-integrity demo, then show npm install, then show the runbook. Keep future surfaces framed as roadmap.
Demo
static
Context integrity demo
Shows fresh, stale, unknown-date, and failed context before and after FreshContext evaluation.
Docs
runbook
Operational demo runbook
A practical talk track for showing FreshContext without overclaiming future Operator or platform work.
Contact
founder
Talk, demo, or integration
Use the contact page for outreach. A dedicated FreshContext email is planned.