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    Waltsoft FishPulse Fishing Conditions and Forecast API

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    Deployed on AWS
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    FishPulse scores fishing conditions 0-100 for US locations from live NOAA data (National Weather Service forecast and pressure trend, CO-OPS tides and water temperature) plus moon phase and solunar periods, with species ratings for 12 species and a 1-7 day outlook. REST, MCP or A2A.

    Overview

    What FishPulse does

    FishPulse answers "is this a good time to fish here?" with a 0-100 score an AI agent or app can reason over, built from live NOAA data and computed astronomy, with every factor shown.

    • GET /v1/conditions?lat=27.7606&lon=-82.6269 returns the score now, a verdict, conditions (air temperature, wind, sky and precipitation chance from the NWS hourly forecast; barometric pressure and its 3-hour trend from the nearest NWS observation station; water temperature and tide state from NOAA CO-OPS), tide times, moon phase, solunar major and minor periods, sunrise and sunset, ratings for up to 4 species, an optimal window, score_breakdown and data_sources. Optional water_temp_f lets you pass your own reading.
    • GET /v1/forecast?lat=27.7606&lon=-82.6269&days=3 returns a daily outlook for 1-7 days (days above 7 answers 400, not billed) from the NWS forecast, with tide times, moon phase and solunar periods per day, and the best day.
    • GET /v1/compare?spots=27.7606,-82.6269;41.4993,-81.6944 ranks 2-5 spots, each scored from its own live NOAA data.
    • GET /v1/species/{name} returns built-in reference data for 12 species (temperature range, ideal temperature, pressure preference, depth, notes). No key needed and not billed.

    Where the data comes from

    Weather: NOAA National Weather Service (api.weather.gov) hourly forecast for air temperature, wind, precipitation chance and sky; its 12-hour forecast (about 7 days) for /v1/forecast; and the nearest NWS observation station (within 60 km) for barometric pressure and its 3-hour trend (null when no reading in the last 3 hours). Tides: NOAA CO-OPS high/low tide predictions from the nearest prediction station within 25 km (null inland and on the Great Lakes, with the reason). Water temperature: the latest NOAA CO-OPS measurement within 30 km (null with the reason when there is none; you can pass your own water_temp_f). Moon phase, illumination, moonrise/moonset, solunar major periods (2 hours around the moon's overhead and underfoot transits) and minor periods (1 hour around moonrise and moonset), sunrise and sunset are computed with Astronomy Engine (MIT licence). Every answer has data_sources (which source fed each field, or why it is null) and score_breakdown (each factor's input and points).

    Score 0-100: base 50; water temperature 65-75 F +20, 60-80 F +10, below 50 or above 85 F -15; wind 5-12 mph +10, above 20 mph -15, below 3 mph -5; pressure 3-hour trend falling +15, stable +5, rising -5; tide incoming +10, outgoing +5; inside a solunar major period +10, minor +5; moon day (within 1 day of new or full moon) +5, within 3 days +3; precipitation chance 70% or more -10, 40% or more -5. /v1/forecast scores each day on water temperature (latest reading), daytime wind, precipitation chance and the moon day (+10 / +5). A factor whose source is unavailable adds 0.

    • Weather: NOAA National Weather Service (api.weather.gov). Tides and water temperature: NOAA CO-OPS Tides & Currents (tidesandcurrents.noaa.gov). US Government data, public domain; FishPulse is not endorsed by NOAA. Moon and solunar times computed with Astronomy Engine (MIT licence).

    Three ways to connect

    Who it is for

    Outdoor and fishing apps and AI agents that want one call for a fishing score from live NOAA weather, tides and water temperature, with moon and solunar timing, for US locations.

    Billing

    On AWS Marketplace, 1 unit ($0.06) per successful call on every paid route, billed on your AWS bill. With x402 (USDC, no subscription): $0.05 per call. Only successful calls are billed; errors, including NWS outages (503), are never billed. Rate limit: 50 requests per second, bursts up to 100.

    Highlights

    • Fishing score 0-100 in one call from live NOAA data: NWS forecast and observed pressure trend, CO-OPS tides and measured water temperature, plus computed moon phase and solunar periods
    • Transparent scoring: every answer has score_breakdown (each factor's input and points) and data_sources (which source fed each field, or why it is null); 1-7 day outlook and 2-5 spot comparison
    • Agent-ready: REST with an OpenAPI 3 schema, an MCP tool on Amazon Bedrock AgentCore Gateway and an A2A agent card; only successful calls are billed on your AWS bill

    Details

    Delivery method

    Integration protocol

    Supported services

    Deployed on AWS
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    AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
    Financing for AWS Marketplace purchases

    Quick Launch

    Leverage AWS CloudFormation templates to reduce the time and resources required to configure, deploy, and launch your software.

    Pricing

    Waltsoft FishPulse Fishing Conditions and Forecast API

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    Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    Usage costs (1)

     Info
    Dimension
    Description
    Cost/unit
    API Call
    Single API call to the service
    $0.06

    Vendor refund policy

    No refunds for API calls already made. Contact support@waltsoft.net  within 7 days of billing issues.

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    Legal

    Vendor terms and conditions

    Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .

    Content disclaimer

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    Usage information

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    Delivery details

    Supported services:
    • Amazon Bedrock AgentCore
    API-Based Agents & Tools

    API-Based Agents and Tools integrate through standard web protocols. Your applications can make API calls to access agent capabilities and receive responses.

    Additional details

    Usage instructions

    To get started using the remote MCP server, follow the instructions below:

    Available Tools This MCP server (Amazon Bedrock AgentCore Gateway) supports the following tool:

    • fishpulse___getFishConditions - Fishing score 0-100 now for a US location from live NOAA data, with conditions, tide, moon, solunar periods, up to 4 species ratings, optimal window, score_breakdown and data_sources (same answer as GET /v1/conditions). Arguments: lat (e.g. 27.7606), lon (e.g. -82.6269), api_key

    Data: NWS forecast (air temperature, wind, precipitation chance) and observed pressure trend; NOAA CO-OPS tides (station within 25 km) and measured water temperature (within 30 km); computed moon phase and solunar periods. A field with no nearby source is null and data_sources says why (no tides inland or on the Great Lakes).

    Prerequisites

    • An active subscription to this product. Your API key (it starts with mp_) is stored in your AWS Secrets Manager after you choose Set up your account, and is also shown on the registration page.
    • Install Node.js and npm (for mcp-remote), or Python 3.10+ (for the Strands Agents SDK).

    Authentication The MCP endpoint needs no connection header. Pass your key as the api_key argument of every tool call; replace YOUR_API_KEY with your actual key below. A wrong or inactive key returns error code 401.

    MCP endpoint: https://waltsoft-marketplace-gateway-xncyjgs1uh.gateway.bedrock-agentcore.us-east-1.amazonaws.com/mcp 

    Claude Desktop Edit the configuration file at:

    • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
    • Windows: %APPDATA%\Claude\claude_desktop_config.json

    Add the below code:

    { "mcpServers": { "waltsoft-fishpulse": { "command": "npx", "args": [ "mcp-remote", "https://waltsoft-marketplace-gateway-xncyjgs1uh.gateway.bedrock-agentcore.us-east-1.amazonaws.com/mcp" ] } } }

    Then ask, for example: "Use fishpulse___getFishConditions with lat 27.7606, lon -82.6269 and api_key YOUR_API_KEY".

    Strands Agents (Python)

    pip install strands-agents mcp from mcp.client.streamable_http import streamable_http_client from strands.tools.mcp import MCPClient URL = "https://waltsoft-marketplace-gateway-xncyjgs1uh.gateway.bedrock-agentcore.us-east-1.amazonaws.com/mcp" with MCPClient(lambda: streamable_http_client(URL)) as mcp: result = mcp.call_tool_sync("call-1", "fishpulse___getFishConditions", {"lat": 27.7606, "lon": -82.6269, "api_key": "YOUR_API_KEY"}) print(result["content"][0]["text"])

    Example tool result (trimmed)

    {"score": 80, "verdict": "Excellent — go fishing!", "conditions": {"water_temp_f": 75.7, "air_temp_f": 79, "wind_mph": 10, "wind_dir": "N", "pressure_trend": null, "tide_state": "outgoing"}, "moon": {"phase_name": "Waxing Gibbous", "illumination_pct": 86}, "species_intel": {"largemouth_bass": {"rating": "good", "reason": "Within active range, 6°F from ideal"}}, "optimal_window": "Now: Minor solunar period 16:13-17:13 (moonrise) until 17:13", "data_sources": {"tide": {"status": "ok", "source": "NOAA CO-OPS tide predictions, station 8726520 St. Petersburg (0 km), cutoff 25 km"}, "pressure": {"status": "unavailable"}}, "attribution": "... FishPulse is not endorsed by NOAA. ..."}

    A location outside NWS coverage returns 400 and an NWS outage returns 503; neither is billed. Each successful call is 1 unit ($0.06). The 1-7 day forecast and spot comparison are on REST and A2A.

    Rate Limits

    • 50 requests per second (bursts up to 100).
    • Exceeding returns HTTP 429 Too Many Requests.
    • Retry with exponential backoff.

    Data sources NOAA National Weather Service and NOAA CO-OPS Tides & Currents (public domain); FishPulse is not endorsed by NOAA. Moon and solunar times: Astronomy Engine (MIT licence).

    Learn More API Docs: https://fishpulse.waltsoft.net  Support: support@waltsoft.net 

    Support

    Vendor support

    Contact support@waltsoft.net . Documentation:

    AWS infrastructure support

    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.

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