io.github.kaitzyy-dev/readout

up checked 2026-11-11T07:40:13.202Z

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Publisher-provided title

Readout

Publisher-provided description

Measured readings on open-source dependencies: health, end-of-life, model prices, incidents.

Summary by lookupd

Reports measured health, end-of-life dates, advisories, incidents and model prices for open-source dependencies and providers.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http readout https://readout-7pt.pages.dev/api/mcp

Codex, remote (streamable-http)

codex mcp add readout --url https://readout-7pt.pages.dev/api/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "readout": {
      "url": "https://readout-7pt.pages.dev/api/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (showing 30 of 31)

Publisher-provided text

• check_before_install Call this before adding a dependency. Returns only the facts a reviewer would be annoyed to discover afterwards: whether the publisher has withdrawn the package
• check_package Read the current standing of one open-source package: downloads with the window they cover, OpenSSF scorecard, advisory count, licence, whether the repository i
• check_stack Read a whole dependency list at once and report what is archived, what carries advisories, what has a source-available licence, and what has not been pushed to
• search_repositories Find watched repositories whose name contains a string, with their current readings. Use it to discover what is covered before calling the other tools.
• compare_repositories Hold two watched repositories against each other across downloads, OpenSSF scorecard, advisories, forks, stars and findings on record. Compares only; it does no
• find_model Find language models by price and context window, from a catalogue read daily across sixty providers. Use this before choosing a model: prices move without anno
• check_eol Check whether a runtime, database or framework release is still receiving security fixes, and what to move to. Covers about two dozen products read daily from e
• check_provider Recorded incidents for a hosting or API provider over a window, kept after the provider’s own status page dropped them.
• list_readings List every reading this server can return, what each one measures, and which require a key. Call this first if unsure which tool answers a question.
• who_can_publish How many accounts hold publish rights on a package, as the registry lists them. Answers who can put code on your machine, which is a different question from who
• package_weight_history How the published artefact size has moved over time. Returns the readings taken, not a verdict. Requires a key; see https://sighttrue.com/pricing.
• withdrawn_but_installed Packages whose own publisher has withdrawn them and which are still being installed heavily, with the download figure and the publisher’s notice. Requires a key
• typosquat_check Whether a name is one edit away from a more widely installed package. States that both names exist; which one was meant is the caller’s call. Requires a key; se
• funding_gap Packages that ask for funding, beside how heavily they are installed and how many people write them. Requires a key; see https://sighttrue.com/pricing.
• time_to_fix Days between an advisory being published and a release appearing that postdates it, per package and as a distribution. Requires a key; see https://sighttrue.com
• advisory_severity Advisories broken down by severity rather than counted, with identifiers and dates. Requires a key; see https://sighttrue.com/pricing.
• runtime_deadlines Support end dates for the runtimes a dependency set requires, including any already past. Requires a key; see https://sighttrue.com/pricing.
• base_image_check For a container base image: its size, when it was last rebuilt, and whether the OS underneath it is still supported. Requires a key; see https://sighttrue.com/p
• registry_health Recorded outages of the package registries themselves, kept after their status pages drop them. Requires a key; see https://sighttrue.com/pricing.
• provider_incidents A provider’s recorded incidents, grouped by the component that failed, over the whole archive rather than the window its status page shows. Requires a key; see
• provider_transparency How long a provider takes to acknowledge an incident: the interval between an incident starting and its first public update. Requires a key; see https://sighttr
• provider_terms_changed When a provider last changed its terms or pricing page, from a stored fingerprint of the page. Requires a key; see https://sighttrue.com/pricing.
• model_price_history Every recorded price for a model, with the date each was read. Requires a key; see https://sighttrue.com/pricing.
• model_withdrawn Models that were in the catalogue and no longer are, with the date last seen. Requires a key; see https://sighttrue.com/pricing.
• help_availability For a technology tag: questions asked against questions answered, over time. Requires a key; see https://sighttrue.com/pricing.
• audit_manifest Read a whole manifest and return every reading on record for it, ordered by how much a reviewer would want to know. One call instead of one per dependency. Requ
• diff_since What changed for a set of packages since a given date, read from the daily archive. Requires a key; see https://sighttrue.com/pricing.
• watch_add Add a package to the caller’s own private watchlist, so later readings are about their stack rather than the public one. The list is private to the key that cre
• watch_changes Everything that has changed across the caller’s private watchlist since a given date: withdrawals, licence changes, advisories, archived repositories and runtim
• explain_finding Given a finding id, return what was measured, when, by whom, and the address it can be checked at. For an agent quoting a figure into a review. Requires a key;

Details

• Version: 1.0.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 288 ms
• First indexed: 2026-11-01T09:37:08.462Z
• Last seen in registry: 2026-11-01T09:37:08.462Z
• Repository: https://github.com/kaitzyy-dev/readout
• Website: https://readout-7pt.pages.dev

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