MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Other

GroceryPulse Canada

Read-only grocery-list comparisons for supported Canadian cities, with dated prices and coverage.

Checks passed
12 / 22

2 failed · 8 not measured

Median response
343 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
3

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 343 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name grocerypulse.

  • Pass
    Lists tools

    tools/list returned 3 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 343 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 343 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    6 of 8 parameters have a description (75%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-10-21T01:47:50.523993Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using GroceryPulse Canada

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http grocerypulse-canada https://grocerypulse.ca/api/shopper/mcp

Capabilities

Tools 3

compare_grocery_list

Compares current public chain prices for a list of catalogue item ids (from get_grocery_catalog) and quantities in one supported Canadian city; plan_grocery_order is the form that takes a list in the shopper's own words. A lowest-chain recommendation requires fresh full requested coverage at two eligible chains with no close call or package/reference-size reversal. Results keep missing items, exclusions, price dates, scope and source links, and each chain includes plain per-item storeLinks to its own product page or search, with the price date used. Each id is one product at its catalogue size (for example 4 L milk); a different size, variant or brand is a different product. Chain medians are not branch stock or guaranteed checkout quotes. Read-only: it does not buy, save a list, send email or access licensed or private data.

Discovered
get_grocery_catalog

Lists GroceryPulse's configured Canadian cities, canonical reference items with their ids, quantity units, known chains and checkout eligibility holds: the ids that compare_grocery_list takes. Configured coverage is not current availability or coverage of every nearby branch. Each item is one product at one package size (its name and referenceSize); a different size, variant or brand is a different product.

Discovered
plan_grocery_order

Plans a grocery order from a shopping list as the shopper wrote it, in a covered Canadian city. Use when a shopper asks where their list is cheapest or wants to buy groceries online. Takes the list as text (English or French, quantities included, up to 60 lines), the city or the first three characters of a postal code inside it and, optionally, the stores the shopper uses. Returns each line as exact, closest (a different size, variant or brand: not priced and in no total) or not tracked; per-store totals with coverage and price dates; a cheapest store only when every compared item is priced at two or more chains with a clear lead (or, when the only obstacle is a pack item whose count no store's listing gives, a store labelled cheapest for the other lines, with those lines listed apart), otherwise the reason; per-item links to each store's own product page or search; and interpretation notes that state what the result does and does not cover. Read-only: it never orders, adds to a cart, saves a list or contacts a store.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected343 ms3