Supabase
Supabase’s official server lets AI create tables, query data and review project settings in your Supabase database.
Description from the maker (original English)
Structured habitat data and advisory tools for aquariums, marine tanks, terrariums and paludariums.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://mcp.atlarium.bio/mcpRun this in your terminal
claude mcp add --transport http habitat-database https://mcp.atlarium.bio/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"habitat-database": {
"url": "https://mcp.atlarium.bio/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"habitat-database": {
"type": "http",
"url": "https://mcp.atlarium.bio/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mcp.atlarium.bio/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 9, 2026
The registry name was verified against the domain atlarium.bio (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (2.0.3) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Supabase, MongoDB MCP Server, Elasticsearch MCP Server
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Supabase’s official server lets AI create tables, query data and review project settings in your Supabase database.
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Atlarium Habitat Database MCP
Public read-only MCP server for Atlarium habitat data, diagnostics, products, calculators and advisory planning.
MCP endpoint · Human docs · Server card · Technical docs · Client examples
Atlarium Habitat Database MCP gives AI agents structured access to public Atlarium data and advisory functions for aquariums, marine tanks, coldwater systems, terrariums, paludariums and vivariums. It exposes 39 public read-only tools for species, plants, products, guides, algae, diseases, plant problems, medicines, compatibility, fertilization, calculators and complete habitat planning without exposing Atlarium accounts, private workspaces, admin APIs or write operations.
| Surface | Value |
|---|---|
| MCP endpoint | https://mcp.atlarium.bio/mcp |
| MCP version | 2.0.3 |
| Transport | Streamable HTTP |
| Authentication | none |
| Tool surface | 39 public read-only tools |
| Prompts | 9 guided public prompts |
| Apps widget | ui://widget/habitat-explorer.v4.html |
| Server card | https://mcp.atlarium.bio/.well-known/mcp/server-card.json |
| Human docs | https://atlarium.bio/mcp |
| Official MCP Registry | bio.atlarium/habitat-database |
https://atlarium.bio/mcp is documentation. The canonical Streamable HTTP MCP endpoint is https://mcp.atlarium.bio/mcp.
| Use case | Public tools |
|---|---|
| Species research | Search fish, aquatic animals and plants, then retrieve localized structured profiles. |
| Tank compatibility | Compare species against tank size, pH, hardness and temperature constraints. |
| Diagnostic triage | Search algae, aquatic diseases, plant problems and treatment references from public profiles. |
| Product selection | Explore product categories, brands, equipment and fertilizers. |
| Fertilization support | Search dosing regimes, calculate product doses, nutrient gaps and weekly totals. |
| Aquarium calculators | Estimate tank volume, weight, water changes, water chemistry, unit conversions and equipment needs. |
| Habitat planning | Generate a complete advisory tank plan with species, plants, products, warnings, motivations and related guides. |
| Guide retrieval | Search and retrieve public Atlarium educational content. |
All outputs are advisory. Compatibility checks, diagnostics, fertilization plans, equipment estimates, aquarium calculators and tank suggestions should be verified against real livestock, equipment, water chemistry, local regulations and husbandry constraints.
Use any MCP client that supports remote Streamable HTTP servers:
{
"mcpServers": { "atlarium": { "type": "streamable-http", "url": "https://mcp.atlarium.bio/mcp" } } }
Claude Code remote HTTP example:
claude mcp add --transport http atlarium https://mcp.atlarium.bio/mcp
Smoke check the live endpoint:
curl --fail --silent --show-error https://mcp.atlarium.bio/health
curl --fail --silent --show-error https://mcp.atlarium.bio/.well-known/mcp/server-card.json pnpm mcp:monitor:public
| Client or host | Setup |
|---|---|
| OpenAI Agents SDK | See examples/openai-agents-python for a Python agent that connects to the remote Streamable HTTP endpoint. |
| Claude Code | Run claude mcp add --transport http atlarium https://mcp.atlarium.bio/mcp, then ask Claude to use Atlarium. |
| Cursor | Use the Add to Cursor deep link or the root mcp.json. |
| Cline | Add the hosted endpoint as a Streamable HTTP remote server; llms-install.md contains deterministic agent setup instructions. |
| Windsurf | Copy examples/windsurf/mcp_config.json into Windsurf MCP settings and refresh Cascade MCP servers. |
| VS Code | Copy examples/vscode/mcp.json; VS Code uses type: "http" for remote MCP servers. |
| Antigravity | Use examples/antigravity/mcp.json only in builds that support remote MCP servers. |
| Generic Streamable HTTP | Use the JSON-RPC examples in examples/generic-streamable-http. |
| ChatGPT Apps | The existing app version 1.0.0 is approved in the OpenAI dashboard. The corrected 2.0.3 package was resubmitted on 2026-08-29 with taxonomy-stable tests and OpenAI Platform now shows Review. Use examples/chatgpt-apps and docs/chatgpt-review-remediation.md for review notes and smoke prompts. |
These are compatibility notes, not vendor endorsements. Do not make vendor or directory support claims for ChatGPT, Claude, Cursor, Windsurf, VS Code, Antigravity or any directory unless that vendor has accepted the listing.
The server advertises a read-only MCP Apps / ChatGPT Apps widget resource for Apps-compatible hosts:
| Field | Value |
|---|---|
| Resource URI | ui://widget/habitat-explorer.v4.html |
| MIME type | text/html;profile=mcp-app |
| Widget | Atlarium Habitat Explorer |
| Widget domain | https://mcp.atlarium.bio |
| Output mode | Plain JSON text plus structuredContent |
The widget renders public habitat results, profiles, diagnostic summaries, product results, calculator output, compatibility summaries, fertilization plans and habitat suggestions. It does not add write access and does not expose workspace, auth, admin, journal, schedule or measurement data.
Widget-only development screenshots and a short demo recording are checked in under docs/assets/chatgpt-screenshots/ and docs/assets/chatgpt-app-demo.mp4. Real host-level web and responsive 390x844 captures are stored under docs/assets/chatgpt-screenshots/real-host/; native iOS/Android recording is still required for the final review package. The v4 / 2.0.3 candidate is live at the MCP endpoint but is not yet approved as the new ChatGPT App version; do not describe that app submission as approved until OpenAI accepts it. The existing dashboard app version 1.0.0 is approved.
| Area | Tools |
|---|---|
| Fish and aquatic animals | search_fish, get_fish_profile |
| Aquatic plants | search_plants, get_plant_profile |
| Products and guides | search_products, get_product_profile, search_guides, get_guide |
| Diagnostics | search_algae, get_algae_profile, search_diseases, get_disease_profile, search_plant_problems, get_plant_problem_profile, search_medicines, get_medicine_profile, match_diagnostic_profiles |
| Product catalog | list_product_categories, list_product_brands, search_equipment, get_equipment_profile, search_fertilizers, get_fertilizer_profile |
| Compatibility and water | check_species_compatibility, get_water_parameters, suggest_species_for_tank |
| Fertilization | search_fertilization_regimes, get_fertilization_regime, calculate_fertilizer_dose, calculate_nutrient_gaps, calculate_weekly_dose_totals, generate_fertilization_plan |
| Calculators | calculate_tank_volume, calculate_tank_weight, calculate_water_change, calculate_water_chemistry, convert_units, calculate_equipment_requirements |
| Habitat planner | suggest_habitat_for_tank |
Every tool is registered with read-only annotations: readOnlyHint: true, openWorldHint: false, destructiveHint: false, idempotentHint: true.
The server advertises guided prompts for species search, compatibility, habitat planning, algae, diseases, plant problems, product selection, fertilization and tank calculations. Prompts guide clients toward the same public read-only tool surface; they do not add new capabilities or write access.
Each example shows the MCP tool name and a minimal valid JSON input. Generic MCP clients receive plain JSON text; Apps-compatible hosts can also use structuredContent.
Catalog, plants and guides
search_fishPurpose: search fish and aquatic animal profiles.
Prompt: "Find beginner-friendly small fish for a 90 L planted tank."
{
"query": "tetra", "language": "en", "min_tank_liters": 40, "max_tank_liters": 120, "limit": 5 }
Output: matching public animal profiles with slugs, localized names, summary fields and public URLs when available.
get_fish_profilePurpose: retrieve one structured fish or aquatic animal profile.
Prompt: "Show me the Atlarium profile for Neon Tetra."
{
"slug": "paracheirodon-innesi", "language": "en" }
Output: public profile data, care parameters, taxonomy, relationships and localized content where available.
search_plantsPurpose: search aquatic plant profiles.
Prompt: "Find easy foreground or midground plants for low-tech tanks."
{
"query": "anubias", "language": "en", "difficulty": "easy", "limit": 5 }
Output: matching public plant profiles with placement, difficulty and public URLs when available.
get_plant_profilePurpose: retrieve one structured aquatic plant profile.
Prompt: "Open the plant profile for Anubias barteri."
{
"slug": "anubias-barteri", "language": "en" }
Output: plant requirements, growth information, structured attributes and localized content where available.
search_productsPurpose: search public habitat products.
Prompt: "Find filter products for freshwater tanks."
{
"query": "filter", "language": "en", "category": "filter", "limit": 5 }
Output: product results with brand/category information and public product URLs when available.
get_product_profilePurpose: retrieve a public product profile.
Prompt: "Show the product profile for this catalog slug."
{
"slug": "seachem/prime", "language": "en" }
Output: structured public product data, use cases, brand details and links when available.
search_guidesPurpose: search Atlarium guides and educational content.
Prompt: "Find public guides about cycling an aquarium."
{
"query": "cycling", "language": "en", "topic": "aquarium", "limit": 5 }
Output: guide matches with title, summary, topic and public URLs when available.
get_guidePurpose: retrieve one public Atlarium guide.
Prompt:
Only the beginning is shown; read the rest in the repo