What is fusebase-dashboards?

A guide to using MCP with Fusebase Project Dashboards. It covers discovering dashboard structures, reading and updating data, and working with views, relations, filters, templates, and child tables.

Use it to inspect dashboards, update dashboard records, or understand their views and related tables.

It helps an agent understand a dashboard’s structure before changing its data or writing code that uses it.

fusebase-dashboards — Skill for Claude Code by ryan-haver/fusebase-mcp

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add ryan-haver/fusebase-mcp --skill fusebase-dashboards

Clone the repo

git clone --depth 1 https://github.com/ryan-haver/fusebase-mcp

Made for: Claude Code.

Or install fusebase, the plugin that ships this one along with the rest of its 16 skills, 2 agents, 1 hook, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/ryan-haver/fusebase-mcp/fusebase-dashboards/github.svg)](https://agentmods.dev/skills/ryan-haver/fusebase-mcp/fusebase-dashboards)

Your own site

<a href="https://agentmods.dev/skills/ryan-haver/fusebase-mcp/fusebase-dashboards"><img src="https://agentmods.dev/badge/skills/ryan-haver/fusebase-mcp/fusebase-dashboards/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/ryan-haver/fusebase-mcp/fusebase-dashboards"><img src="https://agentmods.dev/badge/skills/ryan-haver/fusebase-mcp/fusebase-dashboards.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 110 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 5,546 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin 88% copy Near-identical to another mod in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00110	$0.05546
Opus 5.5	$0.00044	$0.02218
Sonnet 5.5	$0.00022	$0.01109
Haiku 4.5	$0.00011	$0.00555

Measured 1mo ago against content hash 88f4b5e0e684, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

fusebase-dashboards scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

88% identical to fusebase-dashboards — 25 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

apps/client-portal-dashboard/.claude/skills/fusebase-dashboards/SKILL.md · 393 lines

How it starts

The opening of the file, as written. The whole thing — 393 lines — stays where its author put it; the contents beside it link to each section on GitHub.

FuseBase Project Dashboards MCP Skill

This document describes how to use MCP (Model Context Protocol) for working with FuseBase Project Dashboards during LLM development. MCP is used for discovery and execution from the LLM; the SDK is used only in runtime code (feature/browser). See the Fusebase Dashboards SDK skill for SDK usage.

For rules and checklists, see AGENTS.md.

For runtime SDK code that reads or writes dashboard data (getDashboardViewData, batchPutDashboardData, etc.), references/data-patterns.md is required — it defines the real response/request shapes; use it together with sdk_describe (do not infer data.rows vs top-level data from memory).
Default-path rule — this skill is for existing dashboard surfaces and explicitly dashboard-oriented tasks. It is not the default storage-planning skill for new app-owned structured data. Do not ask the user to choose between PostgreSQL and a new dashboard/database unless the user explicitly requested dashboards or the project is extending an existing dashboard surface.

References

Each reference is in a separate file under references/. Load the file when you need that topic.

meta

core

specialized

Read the full file on GitHub · 393 lines

Files

What ships with it

13 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

1mo ago First seen · 393 lines · 110 tokens per session scan A 88f4b5e0e684

Subscribe to this mod's changes

fusebase-dashboards is a skill published in the GitHub repository ryan-haver/fusebase-mcp (8 stars, last pushed 3d ago), licensed MIT. It adds 110 tokens to every session and 5,546 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 88% identical to fusebase-dashboards, differing in 25 lines, and is treated as a copy.

Project management

fusebase-dashboards next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
fusebase-dashboardsryan-haver/fusebase-mcp	Skill	8	3d ago	MIT	A	110	Claude Code
imagegenopenai/codex	Skill	134k	today	Apache-2.0	A	113	Codex
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	yesterday	MIT	A	200	Claude Code, Codex
playwright-climicrosoft/playwright	Skill	100k	today	Apache-2.0	A	19	Claude Code
browser-automationopenclaw/openclaw	Skill	394k	today	MIT	A	36	Claude Code
systematic-debuggingobra/superpowers	Skill	314k	4d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	today	MIT	A	95	Claude Code