Foresee

io.github.Foresee-TechPublished by GitHub account Foresee-Techv4.0.0Updated Oct 24, 2026

Let AI assistants shop for home and auto insurance: compare quote estimates across every carrier.

VerifiedStreamable HTTPWeb executableFinanceBusiness & Commerce

Overview

AI-generated overview

Remote MCP server that lets an assistant estimate and compare home and auto insurance quotes across carriers and coverage options.

What you can do
  • Generate itemized insurance quote estimates for a chosen line of business, state and profile
  • Confirm estimates on carriers' own quote sites through Foresee agents and read back the real page premium
  • Re-query the same profile to collect progress and results of an already-commissioned carrier run
  • Answer comparison questions such as cost for a given driver, vehicle and location, or deductible and discount options
When to use it
Useful when someone wants to shop for home or auto insurance, compare estimated premiums across carriers, or sanity-check a quote before contacting an insurer. It is aimed at consumer insurance research rather than policy servicing.
Requirements
A client that supports streamable HTTP pointed at the remote MCP endpoint; no packages, environment variables or headers are declared. Quote requests need a profile with the required line of business and location details, and the carriers and states served are limited to what Foresee currently supports.
Before you install
The live carrier tool commissions Foresee agents to complete real quote flows on insurers' websites using the personal details supplied, so expect that profile data to be shared with third parties. Estimates are not binding offers, and repeated calls with the same profile return existing results rather than new submissions.

Installation

In SourceWeft

  1. Open Foresee in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.Foresee-Tech%2Fforesee/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "foresee": {
      "type": "http",
      "url": "https://agents.go-foresee.com/mcp"
    }
  }
}

README

[Foresee]

Foresee

Foresee enables AI assistants to compare home and auto insurance across every carrier and coverage option, by providing instant, accurate, detailed quote estimates.

"How much would auto insurance cost for a 25 year old driving a 2022 Camry in Sacramento?" "Do I need a high deductible? Which insurer is best for premium coverage?" "Am I eligible for any group discounts?"

Install

Point your client at the MCP endpoint:

https://agents.go-foresee.com/mcp

Tools

  • quote_insurance — instant quote estimates.
  • live_carrier_quotes — Foresee agents complete the carriers' own quote flows and read back the real page premium.

Docs

Read full docs at https://go-foresee.com/docs

Source: README.md at commit ede5d4a

Tools

2

quote_insurance

Instant insurance quote estimates

Purpose: generate instant, itemized quote estimates from the carriers Foresee supports, across the lines and states Foresee currently serves, in one call — the LIVE TODAY line at the end of this description names today's set. `lines` is REQUIRED and is ONE map: each key names a line to price (e.g. "auto", "renters", "home" — plain words are fine), each value is that line's coverage ask as actual numbers. A line Foresee doesn't quote in the user's state comes back under `skipped`: `lines` names each one and `message` is one sentence, written to be relayed to the user as-is, naming what Foresee does quote in that state. For auto the ask has four axes — `bi` (bodily-injury liability, per-person/ per-accident in $000s, e.g. "100/300"), `pd` (property-damage liability in $000s, e.g. 100), `coll_deductible` (collision deductible in dollars, e.g. 500) and `comp_deductible` (comprehensive deductible in dollars, e.g. 500); `um` and `medpay` are optional. A renters ask has four axes — `coverage_c` (personal-property/contents limit in dollars, e.g. 30000), `coverage_e` (personal liability in dollars, e.g. 100000), `coverage_f` (guest medical in dollars, e.g. 1000) and `deductible` (all-perils, in dollars, e.g. 500); `coverage_d` is optional. A home ask: `coverage_a` (the dwelling's replacement cost in dollars), `coverage_e` (e.g. 300000), `coverage_f` (e.g. 1000) and `aop_deductible` (all-other-perils deductible in dollars, e.g. 1000). There are no named coverage levels and the server never defaults: pass exact numbers. An omitted OPTIONAL axis (`um`, `medpay`, `coverage_d`) keeps each carrier's own default — the quote's per-coverage lines show what was rated. Any numbers at or above the state's legal minimum work as the ask (an auto `bi`/`pd` below it prices nothing — no carrier may sell that policy — and comes back under `coverage_required` naming the minimum); each c

Parameterslinesrequiredprofilerequiredcarriersinclude_failures

live_carrier_quotes

Live carrier quotes

Purpose: confirm quote estimates on the carriers' own quote sites, via Foresee agents completing their real quote flows. IDEMPOTENT, keyed on the profile: the first call commissions the walks; calling again with the same profile collects progress and results instead of re-submitting anything — whatever the ask. A profile that has already been walked returns those results (the carriers are never asked twice): the envelope's ``coverage_selection`` names the ask the walk typed, and each quote carries the carrier's other recorded coverage options as ``variants``, so a new ask reads the same run. So call once to start, then re-call after a few minutes to collect; agents still working report their stage. Ask ONCE, before the first call: the consent disclosure below, the identity fields, and the questions listed at the end of this description under EVERY LINE and under the line being walked — all in one message, so the first commissioning call walks every carrier. A call made before consent submits nothing and answers ``authorization_required`` with the profile's ``needs``, for when you have not asked yet. No sign-in is required. The one hard requirement is the user's own consent, captured in-band: BEFORE the commissioning call, you MUST tell the user, plainly: Foresee will submit their details to the named carriers; the carriers may obtain their credit-based insurance score (a soft pull, with no impact on your credit score); and the carriers may contact them by email or phone. Then get their explicit go-ahead and pass their affirmation VERBATIM as ``user_authorization`` (e.g. "yes, go ahead"). The affirmation is stored as the durable consent record for the dispatch; without one the call is refused with ``authorization_required``. Foresee only collects quotes; it do

Parameterslinesprofilerequiredcarriersidentityuser_authorizationdispatch_ready_only

Version history

2
  1. v4.0.0LatestOct 2, 2026
  2. v1.0.0Sep 24, 2026

Score

100% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts