Sold by: Waltsoft Inc.
Deployed on AWS
Quick Launch
FishPulse is a fishing conditions API for AI agents and outdoor apps: one call scores fishing quality 0-100 for any GPS location using real-time NOAA weather data, returns species-specific intel for 12 species, a 7-day forecast, and multi-spot comparison. Use it over REST, MCP or A2A.
Overview
What FishPulse does
FishPulse answers "should I go fishing today?" with a structured score and conditions data any AI agent or app can reason over.
- GET /v1/conditions?lat=35.22&lon=-80.84 scores the current fishing conditions 0-100, returning the verdict ("Good -- go fishing"), water temperature, air temperature, wind speed and direction, barometric pressure and trend, tide state, AQI, UV index, species-specific activity ratings for up to 4 active species (largemouth bass, trout, walleye, catfish, and 8 more), and an optimal fishing window.
- GET /v1/forecast?lat=35.22&lon=-80.84&days=7 returns a 7-day forecast with daily scores, verdicts, and best fishing windows, plus the best day in the range.
- GET /v1/compare?spots=35.22,-80.84;34.05,-118.24 compares up to 5 GPS locations and ranks them by fishing score.
- GET /v1/species/{name} returns species temperature preferences, ideal temp, pressure preference, depth range, and notes. Free -- no key required.
Where the data comes from
Weather data (air temperature, wind speed, direction) comes from the NOAA National Weather Service live API. Water temperature is estimated from air temperature; barometric pressure and tide state are modeled. Fishing score and species intel use a rule-based model tuned to each species' known temperature range, ideal temperature, and pressure preference.
Three ways to connect
- REST with an X-API-Key header, described by an OpenAPI 3 schema (https://fishpulse.waltsoft.net/openapi.json ).
- MCP: the tool fishpulse___getFishConditions on the Amazon Bedrock AgentCore Gateway, for Claude, Strands Agents and other MCP clients.
- A2A (Agent2Agent 0.3): the agent card at https://fishpulse.waltsoft.net/.well-known/agent-card.json with skills getFishingConditions, getFishingForecast and compareFishingSpots.
Who it is for
Fishing guides, charter booking systems, outdoor recreation apps, and AI agents that need a single-call conditions summary. Also useful for kayaking, surfing, and other water activities via the activity parameter.
Billing
You pay per successful call on your AWS bill. Errors (400, 401, 404, 429, 5xx) are never billed. Rate limit: 50 requests per second, bursts up to 100.
Highlights
- Fishing score 0-100 in one call: real-time NOAA weather, species intel for 12 freshwater and saltwater species, optimal window, and tide state for any GPS location
- 7-day forecast and multi-spot comparison: know the best day to fish and pick the best of up to 5 locations before you drive out
- Agent-ready: REST with an OpenAPI 3 schema, MCP tool on Amazon Bedrock AgentCore Gateway, and A2A agent card; only successful calls billed
Details
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Delivery method
Integration protocol
Supported services
Deployed on AWS
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Quick Launch
Leverage AWS CloudFormation templates to reduce the time and resources required to configure, deploy, and launch your software.
Pricing
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.
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.
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
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
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
Waltsoft FishPulse — MCP Usage
Prerequisites: Subscribe on AWS Marketplace. Your API key (mp_...) is stored in your AWS Secrets Manager after you choose Set up your account.
Authentication: No connection header. Pass your key as api_key in every tool call.
MCP endpoint: <https://waltsoft-marketplace-gateway-xncyjgs1uh.gateway.bedrock-agentcore.us-east-1.amazonaws.com/mcp>
Tools
- fishpulse___getFishConditions — Real-time fishing conditions score (0-100) with species intel. Arguments: lat (latitude), lon (longitude), api_key
Example (Claude / Strands Agents SDK)
import anthropic client = anthropic.Anthropic() response = client.beta.messages.create( model="claude-opus-4-5", max_tokens=1024, tools=[{ "type": "mcp", "server_label": "fishpulse", "server_url": "https://waltsoft-marketplace-gateway-xncyjgs1uh.gateway.bedrock-agentcore.us-east-1.amazonaws.com/mcp", "tool_configuration": {"allowed_tools": ["fishpulse___getFishConditions"]} }], messages=[{"role": "user", "content": "Is 35.22,-80.84 a good spot to fish today? api_key=YOUR_API_KEY"}] )Example (curl)
curl -X POST "https://waltsoft-marketplace-gateway-xncyjgs1uh.gateway.bedrock-agentcore.us-east-1.amazonaws.com/mcp" \ -H "Content-Type: application/json" \ -d '{"jsonrpc":"2.0","id":"1","method":"tools/call","params":{"name":"fishpulse___getFishConditions","arguments":{"lat":35.22,"lon":-80.84,"api_key":"YOUR_API_KEY"}}}'Error Codes
- 401 / invalid key: tool returns {"error": {"code": 401, "message": "Invalid or inactive API key"}}
- 402: no key passed, x402 challenge returned
- 503: NOAA NWS unavailable; retry
Only completed 200 calls are billed.
Rate Limits: 50 req/s, burst 100.
Learn More: https://fishpulse.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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