CCM
/MCP
SkillsMCPMarketplacesDigestToolsAdvertise

This week in Claude

Every Monday: Claude Code, Agent SDK, MCP, and the Anthropic platform moves worth your time.

Skills by Category
Frontend DevelopmentBackend & APIsTesting & QASecurityDevOps & CI/CDGit & Pull RequestsDocumentationCode Review & QualityAI & Agent BuildingSkill Development
MCP Servers by Category
Sales & MarketingWeb & Browser AutomationDatabasesAI & LLM ToolsCloud & InfrastructureCommunication & MessagingDeveloper ToolsDesign & CreativeDocuments & KnowledgeSearch & Web Crawling
Marketplaces by Category
AI Agents & OrchestrationLLM IntegrationDevelopment ToolsFrontend & UIBackend & APIsDatabasesTesting & Code QualityDevOps & CloudSecurity & ComplianceGit & Version Control

Claude Code Marketplaces

Discover Claude Code plugins, extensions, and tools. Automatically updated directory of Anthropic Claude AI marketplaces with development tools, productivity plugins, and integrations.

Resources

  • Browse Skills
  • Browse MCP Servers
  • Browse Marketplaces
  • Skill index
  • MCP index
  • Marketplace index
  • Plugins Reference

Community

  • About
  • Tools
  • Feedback
  • Privacy Policy
  • Advertise

Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
hydrata avatar

Hydrata - ANUGA Flood Simulation

hydrata/hydrata-mcp-server
HTTPregistry active
Summary

Connects Claude to Hydrata Cloud for running ANUGA hydrodynamic flood simulations and retrieving results. You get tools to list projects, configure scenarios, start simulations on local or AWS compute backends (EC2 or Batch), poll run status, and pull back completed results. The typical flow is list your projects, pick a scenario, kick off a simulation, poll status until complete, then fetch the full run with timing and output. ANUGA itself is an open source shallow water equation solver from Geoscience Australia that runs on unstructured triangular meshes. Requires a Hydrata account. Useful if you're doing hydraulic modeling or flood risk analysis and want to script simulation runs through conversation.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →

hydrata-mcp-server

License: MIT

MCP server for Hydrata Cloud — build ANUGA flood models from terrain and input layers, run simulations, track progress, and retrieve results through the Model Context Protocol.

Connect and authenticate

Endpoint: https://hydrata.com/mcp/ — Transport: Streamable HTTP.

Every tool call needs the caller's own hydrata.com credential. The server holds no identity of its own: a tools/call must carry the caller's Authorization header (HTTP Basic for a hydrata.com account), which the server forwards verbatim to the Hydrata REST API — so results are scoped by the real user's project permissions and the audit trail names them. A tools/call without it is answered with 401 and WWW-Authenticate: Basic realm="hydrata.com" before any tool runs. initialize, tools/list and ping answer anonymously, so the tool catalog is browsable without an account and the MCP registry's liveness check stays true.

The server is not yet open to external accounts: there is no self-serve way to connect your own hydrata.com login to it today, and this README deliberately carries no client-side credential recipe. If you would like to use it, contact us at hydrata.com.

Tools

Version 0.2.0 exposes seventeen tools: nine that read projects and scenarios and drive a run, and eight that build a model from terrain and input layers the agent has already uploaded.

ToolDescription
list_projectsList ANUGA simulation projects (paginated)
get_projectGet project details including scenarios
get_scenarioGet a scenario's computed_status, mesh-triangle estimate and latest run
start_simulationStart a flood simulation (local/EC2/Batch backends)
get_run_statusLightweight status poll (<50ms)
get_runFull run details with timing and results
cancel_runCancel an in-flight simulation
retry_runRetry a failed simulation
list_runsList runs across a project (with status filter)
create_projectCreate an ANUGA project with a name and EPSG projection
presign_terrain_uploadReturn a presigned URL + key so the agent PUTs the terrain GeoTIFF itself (no file bytes pass through MCP)
finalize_terrain_uploadRegister the uploaded terrain; the import chain seeds the project's six default boundary/friction/inflow/rainfall/structure/mesh-region rows
get_terrainPoll the terrain until it is ready (bounded; timed_out means call again)
create_time_seriesCreate a time series (rain gauge, hydrograph or tide/stage — series_type and units are top-level fields) from {"rowData": [...]}; a rainfall polygon binds to its gauge by the series name
attach_input_layerAttach a GeoJSON dataset the agent already uploaded as the project's boundary/friction/inflow/rainfall/structure or mesh-region layer; breakline and culvert are refused (culvert flow is not conveyed)
create_scenarioCreate a draft scenario and return its mesh-triangle estimate (resolution is a length in metres)
build_scenarioBuild the scenario package; shows the estimate first and needs confirm=true above 100,000 triangles; polls computed_status to built; never re-posts a build that is in flight or already built (rebuild=true to force one); surfaces the server's 422 MESH_TOO_LARGE verbatim

No tool accepts file contents inline. The agent moves the bytes itself — the terrain GeoTIFF to the presigned URL, a GeoJSON layer to the REST API upload endpoint — and hands the server the resulting key or upload id.

Typical workflow

Run a scenario that already exists:

list_projects → get_scenario → start_simulation → poll get_run_status → get_run

Import a model and run it:

create_project → presign_terrain_upload → PUT the GeoTIFF → finalize_terrain_upload → get_terrain
→ create_time_series / attach_input_layer → create_scenario → build_scenario
→ start_simulation → poll get_run_status → get_run

What is Hydrata?

Hydrata is a geospatial hydraulic modeling platform. It runs ANUGA flood simulations in the cloud — upload terrain data, configure scenarios, run simulations on managed compute (Celery, EC2, or AWS Batch), and visualise results on interactive maps.

ANUGA is an open-source hydrodynamic model developed by Geoscience Australia and the Australian National University. It solves the shallow water wave equations using finite volumes on an unstructured triangular mesh.

Development

git clone https://github.com/Hydrata/hydrata-mcp-server.git
cd hydrata-mcp-server
pip install -e ".[dev]"
pytest -v

Contributions welcome — see issues.

License

MIT

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
Registryactive
TransportHTTP
UpdatedMar 1, 2026
View on GitHub