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io.github.Adeniyikayodee/gagelink

PYPI · GAGELINK

River level, streamflow, floods and basins from USGS, NOAA, Hub'Eau, UK Environment Agency, SWOT

Available components

+15 this week 95 Trust /100

Last scanned (22 hours ago)

Scores higher than 98% of PyPI servers

Category Maps and Location

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →

Supply Chain Security99
  • No malware found by supply-chain analysis.Pass
  • No known CVEs affecting this package version or its production dependencies.Pass
  • Runs hatchling.build at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
  • 1 of 7 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency97
  • Source repository is publicly reachable at the declared URL. View diagnostics → Pass
  • Cryptographically verified build provenance (signed, bound to Adeniyikayodee/gagelink). View diagnostics → Pass
  • Clear OSI-approved license (MIT).Pass
  • Actively maintained (last published 60 days ago).Pass
  • Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability83
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 2468 tokens (~137/item across 18 items; 13 tools + 5 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
  • No destabilizing schema changes in the last 30 days.Pass
Tool Coverage83
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 39% of tool parameters carry a description.Partial
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 13 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 15 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 1 Nov 26 +1
    • Stability: 0.97 → pass security
  • 31 Oct 26 −1
    • Stability: pass → 0.97 functional
  • 29 Oct 26 +15
    • Malware scan: unverified → pass ▲ security
  • 25 Oct 26 +1
    • Stability: 0.97 → pass security
  • 24 Oct 26 −1
    • Stability: pass → 0.97 functional
  • 18 Oct 26 −14
    • Malware scan: pass → unverified ▼ security
    • Stability: 0.97 → pass security
  • 17 Oct 26 +15
    • Malware scan: unverified → pass ▲ security
  • 16 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 4 Nov 2026 · Analysed pypi/gagelink@0.7.0

Provenance Verified

A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.

Result Verified
Ecosystem pypi
Reason Verified
Discovered via Registry attestation endpoint
Source repo Adeniyikayodee/gagelink
Certificate issuer https://token.actions.githubusercontent.com
Certificate SAN https://github.com/Adeniyikayodee/gagelink/.github/workflows/release.yml@refs/tags/v0.7.0
Rekor log index 2712800183
Predicate type PyPI publish attestation https://docs.pypi.org/attestations/publish/v1
Subject digest sha256:53eb52fe63ab8eaf713c96abca81575d39464d337797dc4a15150bc41019e739

Background: How many MCP packages publish verified provenance →

Install scripts 1 script
Hook Tier Command
build_backend allowlisted hatchling.build

Background: Why install scripts are a supply-chain risk →

Dependencies 7 packages
Packages resolved 7
Stale 1
Tree resolution Complete

Background: SBOMs and build attestations, explained →

MCP tools · 13 exposed · ~1,636 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
describe_location ~255

Metadata for one monitoring location: its name, position, drainage area, timezone, the vertical datum its stage readings are measured from, and how well that offset is known. Call this before comparing any stage against an elevation, because the answer depends on the offset it returns. Most US stations publish their offset on NGVD29 while modern surveys are on NAVD88; pass on_datum to have the offset converted before you difference anything. Takes a USGS identifier, an Environment Agency one as in EA-2604TH, or a Hub'Eau one as in FR-F700000102.

NameTypeReqDescription
identifierstringyes–
on_datumstring–Also return the station's offset expressed on this datum, with the uncertainty of the conversion. NAVD88 is what a modern survey or lidar product is on, and most stations publish their offset on NGVD…
NameTypeReqDescription
dataobject–The answer, present when ok is true
errorstring–Present when ok is false
messagestring–What went wrong
notesarray–Anything true of the result that its numbers do not say
okbooleanyesFalse means the call failed and repair says how to fix it
repairstring–What to do about it. Follow this rather than guessing.
requests_remaining_this_hourinteger–The allowance left against the service, for planning

No examples provided.

export_manifest ~50

The record of this session: every request made, every quantity returned, and the library versions. Enough to re-run the work and check the numbers. Call it last when the answer needs to be reproducible.

Input schema present but exposes no named parameters.

NameTypeReqDescription
dataobject–The answer, present when ok is true
errorstring–Present when ok is false
messagestring–What went wrong
notesarray–Anything true of the result that its numbers do not say
okbooleanyesFalse means the call failed and repair says how to fix it
repairstring–What to do about it. Follow this rather than guessing.
requests_remaining_this_hourinteger–The allowance left against the service, for planning

No examples provided.

find_locations ~335

Search monitoring locations by state, county, hydrologic unit, site type, or bounding box. At least one filter is required. Returns identifiers of the form USGS-01646500, which every other tool takes. Pass country=FR to search the French network by river name, commune, department, or bbox, or country=GB for the Environment Agency by river, town, or station name.

NameTypeReqDescription
bboxstring–west,south,east,north in decimal degrees
countrystring–Which network to search, since a search has no identifier to read an agency from. US is USGS; FR is the French Hub'Eau network, where state is the region, county the commune, and hydrologic_unit_code…
countystring–Full county name
hydrologic_unit_codestring–HUC, any level
limitinteger––
riverstring–Watercourse name, as the agency writes it: La Seine or Le Rhone with the article in France, River Thames with the word river in the UK. France and the UK only; the USGS collection has no river-name f…
site_typestring–As in Stream, Lake, Well
statestring–Full state name, as in Maryland
NameTypeReqDescription
dataobject–The answer, present when ok is true
errorstring–Present when ok is false
messagestring–What went wrong
notesarray–Anything true of the result that its numbers do not say
okbooleanyesFalse means the call failed and repair says how to fix it
repairstring–What to do about it. Follow this rather than guessing.
requests_remaining_this_hourinteger–The allowance left against the service, for planning

No examples provided.

get_basin ~57

The area draining to a point. The area is computed from the delineated boundary rather than published; where a site record also states a drainage area, that figure is surveyed and is the one to quote.

NameTypeReqDescription
identifierstringyes–
NameTypeReqDescription
dataobject–The answer, present when ok is true
errorstring–Present when ok is false
messagestring–What went wrong
notesarray–Anything true of the result that its numbers do not say
okbooleanyesFalse means the call failed and repair says how to fix it
repairstring–What to do about it. Follow this rather than guessing.
requests_remaining_this_hourinteger–The allowance left against the service, for planning

No examples provided.

get_forecast ~93

Observed and forecast stage from the NOAA National Water Prediction Service, with the flood thresholds that give them meaning. Stages and thresholds here are on the gage's own datum, so they can be differenced against each other and against a gage height, but not against a surveyed elevation without the offset from describe_location. Takes the USGS identifier or the NWS location id.

NameTypeReqDescription
identifierstringyes–
NameTypeReqDescription
dataobject–The answer, present when ok is true
errorstring–Present when ok is false
messagestring–What went wrong
notesarray–Anything true of the result that its numbers do not say
okbooleanyesFalse means the call failed and repair says how to fix it
repairstring–What to do about it. Follow this rather than guessing.
requests_remaining_this_hourinteger–The allowance left against the service, for planning

No examples provided.

get_latest ~167

The most recent value the service holds for each parameter at a location. Latest is not the same as current: the service returns the last value it has for each parameter independently, so one response can carry a discharge from this morning beside a turbidity from years ago. Pass max_age_hours to drop the stale ones. Values arrive with their unit, datum, and whether the record is provisional or approved. Takes a USGS identifier, an Environment Agency one as in EA-2604TH, or a Hub'Eau one as in FR-F700000102, whose values are published with no unit at all and are labelled here.

NameTypeReqDescription
identifierstringyes–
max_age_hoursnumber––
parametersarray–Parameter codes, as in 00060 for discharge
NameTypeReqDescription
dataobject–The answer, present when ok is true
errorstring–Present when ok is false
messagestring–What went wrong
notesarray–Anything true of the result that its numbers do not say
okbooleanyesFalse means the call failed and repair says how to fix it
repairstring–What to do about it. Follow this rather than guessing.
requests_remaining_this_hourinteger–The allowance left against the service, for planning

No examples provided.

get_model_forecast ~114

National Water Model streamflow for the reach a monitoring location sits on. These are modelled values, not measurements: the model covers reaches with no gauge on them, so a figure here may have nothing observed behind it, and it carries no record-quality grade. Series are analysis_assimilation, which looks back, and short_range, medium_range, medium_range_blend, and long_range, which look forward. Not every reach publishes every series.

NameTypeReqDescription
identifierstringyes–
seriesstring––
NameTypeReqDescription
dataobject–The answer, present when ok is true
errorstring–Present when ok is false
messagestring–What went wrong
notesarray–Anything true of the result that its numbers do not say
okbooleanyesFalse means the call failed and repair says how to fix it
repairstring–What to do about it. Follow this rather than guessing.
requests_remaining_this_hourinteger–The allowance left against the service, for planning

No examples provided.

get_peaks ~56

Annual peak flow record for a location, largest first. A water year can carry more than one peak, so the count of peaks is not the count of years.

NameTypeReqDescription
identifierstringyes–
limitinteger––
NameTypeReqDescription
dataobject–The answer, present when ok is true
errorstring–Present when ok is false
messagestring–What went wrong
notesarray–Anything true of the result that its numbers do not say
okbooleanyesFalse means the call failed and repair says how to fix it
repairstring–What to do about it. Follow this rather than guessing.
requests_remaining_this_hourinteger–The allowance left against the service, for planning

No examples provided.

get_satellite_passes ~213

Water surface elevation measured from orbit by the SWOT mission, for a river reach. Covers reaches no gauge stands on. Elevations are referenced to the EGM2008 geoid, not to a national datum and not to any gage datum, so they cannot be differenced against a stage or a surveyed elevation. A reach identifier is a SWORD river reach id and is not a USGS station number.

NameTypeReqDescription
endstringyesISO date
feature_idstringyesSWORD reach id
on_datumstring–Also return each elevation moved onto this datum. Satellite elevations are on the EGM2008 geoid and can be differenced against nothing until they are moved off it. One conversion is taken for the rea…
startstringyesISO date
NameTypeReqDescription
dataobject–The answer, present when ok is true
errorstring–Present when ok is false
messagestring–What went wrong
notesarray–Anything true of the result that its numbers do not say
okbooleanyesFalse means the call failed and repair says how to fix it
repairstring–What to do about it. Follow this rather than guessing.
requests_remaining_this_hourinteger–The allowance left against the service, for planning

No examples provided.

get_series ~109

A date range of record, returned as a handle with a summary and a small sample rather than as its points, since a year of 15-minute record is 35,000 values. Use slice_series on the handle to narrow it. Resolution is daily or continuous.

NameTypeReqDescription
endstringyes–
identifierstringyes–
parameterstringyes–
resolutionstring––
startstringyesISO date, as in 2026-08-01
NameTypeReqDescription
dataobject–The answer, present when ok is true
errorstring–Present when ok is false
messagestring–What went wrong
notesarray–Anything true of the result that its numbers do not say
okbooleanyesFalse means the call failed and repair says how to fix it
repairstring–What to do about it. Follow this rather than guessing.
requests_remaining_this_hourinteger–The allowance left against the service, for planning

No examples provided.

lookup_parameter ~52

Resolve a parameter code to what it measures, or find a code by name. Readings carry a code and no name, so this is how 00065 becomes gage height.

NameTypeReqDescription
querystringyes–
NameTypeReqDescription
dataobject–The answer, present when ok is true
errorstring–Present when ok is false
messagestring–What went wrong
notesarray–Anything true of the result that its numbers do not say
okbooleanyesFalse means the call failed and repair says how to fix it
repairstring–What to do about it. Follow this rather than guessing.
requests_remaining_this_hourinteger–The allowance left against the service, for planning

No examples provided.

navigate_network ~84

Monitoring locations upstream or downstream of a point, following the river rather than a radius. Direction is upstream, upstream_main, downstream, or downstream_diversions, where upstream includes tributaries and upstream_main follows the main stem alone.

NameTypeReqDescription
directionstring––
distance_kmnumber––
identifierstringyes–
limitinteger––
NameTypeReqDescription
dataobject–The answer, present when ok is true
errorstring–Present when ok is false
messagestring–What went wrong
notesarray–Anything true of the result that its numbers do not say
okbooleanyesFalse means the call failed and repair says how to fix it
repairstring–What to do about it. Follow this rather than guessing.
requests_remaining_this_hourinteger–The allowance left against the service, for planning

No examples provided.

slice_series ~51

Narrow a series already fetched under a handle and summarise what remains. Costs no request against the hourly allowance.

NameTypeReqDescription
endstring––
handlestringyes–
startstring––
NameTypeReqDescription
dataobject–The answer, present when ok is true
errorstring–Present when ok is false
messagestring–What went wrong
notesarray–Anything true of the result that its numbers do not say
okbooleanyesFalse means the call failed and repair says how to fix it
repairstring–What to do about it. Follow this rather than guessing.
requests_remaining_this_hourinteger–The allowance left against the service, for planning

No examples provided.

Install

How do I install the io.github.Adeniyikayodee/gagelink MCP server?

io.github.Adeniyikayodee/gagelink runs locally as a PyPI package, launched with uvx gagelink. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

pypi · gagelink

# add to Claude Code
claude mcp add adeniyikayodee-gagelink -- uvx gagelink
Common questions

What is the io.github.Adeniyikayodee/gagelink MCP server?

io.github.Adeniyikayodee/gagelink is an MCP server listed in the public MCP registry as io.github.Adeniyikayodee/gagelink. River level, streamflow, floods and basins from USGS, NOAA, Hub'Eau, UK Environment Agency, SWOT. This page covers its PyPI package (gagelink).

Is the io.github.Adeniyikayodee/gagelink MCP server safe to use?

io.github.Adeniyikayodee/gagelink scores 95 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 4 November 2026. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the io.github.Adeniyikayodee/gagelink MCP server expose?

io.github.Adeniyikayodee/gagelink exposes 13 tools: find_locations, describe_location, get_latest, get_series, slice_series, and 8 more. Their descriptions and schemas cost roughly 1,636 tokens of context every time the server is loaded.

Is the io.github.Adeniyikayodee/gagelink MCP server still maintained?

io.github.Adeniyikayodee/gagelink is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

What licence is the io.github.Adeniyikayodee/gagelink MCP server under?

io.github.Adeniyikayodee/gagelink declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.