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Read-only probes

MCP server · Data access / search

DecaData Odyssey Lite

By decadata.io

US point-of-sale sales for ~380 consumer companies: free search and samples, YoY growth for $0.01

WebsiteSearch & web data
Connect to DecaData Odyssey Lite
Checks passed
11 / 22

3 failed · 8 not measured

Median response
54 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
5

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

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?
222

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 54 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name decadata-odyssey-lite.

  • Pass
    Lists tools

    tools/list returned 5 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 54 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 54 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

    7 of 10 parameters have a description (70%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Fail
    Website matches publisher

    The website host does not match 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 2026-10-16T18:07:34.351393Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using DecaData Odyssey Lite

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 decadata-odyssey-lite https://api.decadata.io/mcp

Capabilities

Tools 5

find_companies

Look up which companies DecaData has point-of-sale (till) data for: ~380 US consumer-goods makers like PepsiCo or Kraft Heinz, by name or ticker (free). For company sales research, not shopping: it doesn't find products, prices or deals. Returns ISIN, ticker, name, tier (1 largest, 3 smallest, weekly only) and the first and last day of data.

Discovered
get_cpi_nowcast

Our nowcast of BLS's CPI food-at-home inflation (year on year) for a month, before BLS publishes it, with our own index for BLS's six food-at-home groups, from what shoppers paid at US high-low grocery chains (x402, USDC on Base). Priced by lead time: $250 15+ days before BLS's release, $100 7-14 days, $25 the last week, $0.01 after (scored against BLS). For inflation questions, not company sales.

Discovered
get_sample

Q1 2019 daily (or weekly) sales, units and panel stores for one company, free, to see what the data looks like.

Discovered
get_yoy_growth

Year-on-year growth in a company's point-of-sale sales and units, $0.01 (x402, USDC on Base): its latest reported quarter (91 days to its end; never the one it hasn't reported) against the same weekdays a year earlier, same store and like for like, for the company and for every sale in those stores, and the company against that market (vs_market_*, read it first).

Discovered
quote_sales

The exact price of a window of daily or weekly sales and units (free), and the HTTP URL to buy it from with x402.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected54 ms5

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