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.
npx skills add ravi-labs/mindmap-mcp-server --skill mindmap-brainstormgit clone --depth 1 https://github.com/ravi-labs/mindmap-mcp-serverWrote 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.
[](https://agentmods.dev/skills/ravi-labs/mindmap-mcp-server/mindmap-brainstorm)<a href="https://agentmods.dev/skills/ravi-labs/mindmap-mcp-server/mindmap-brainstorm"><img src="https://agentmods.dev/badge/skills/ravi-labs/mindmap-mcp-server/mindmap-brainstorm.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00086 | $0.00530 |
| Opus 5 | $0.00043 | $0.00265 |
| Sonnet 5 | $0.00017 | $0.00106 |
| Haiku 4.5 | $0.00009 | $0.00053 |
Grade A, and why
mindmap-brainstorm 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 6d 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.
What it actually says
Mind Map Brainstorm
Brainstorm with memory: continue idea-threads across Claude, Cursor, Copilot, and Cowork without ever re-explaining the idea. This skill orchestrates the flow; your own brainstorming ability does the thinking. Mind Map is the shared memory underneath — not a replacement for how you brainstorm.
When to use
Trigger when the user wants to brainstorm / ideate / "think through" / "explore options or approaches" / "what could we do about X" — and especially when the topic might already have history elsewhere.
Flow — do these in order
-
Load prior context. Call the
mindmap_brainstormtool with the topic. It returns the user's persona plus prior brainstorms and related memories to build on, and promotes the brainstorms you reuse.- If the
mindmap_*tools aren't available, tell the user the Mind Map MCP server isn't connected (so memory won't carry across tools), then continue without it.
- If the
-
Brainstorm — your way. Using the returned context, brainstorm with your full capability (and any dedicated brainstorming technique you have). Build on the prior threads rather than repeating them. Diverge widely first, then converge to a few strong directions.
-
Save what's worth keeping. When the session produces something durable — a decision, a shortlist, a plan — call
mindmap_capturewithkind: "brainstorm", a cleartitle, a portablesummary, andkey_points. That capture is what lets the idea resume in the user's next tool.
Principles
- Memory layer, not puppeteer. Mind Map carries the context; it does not drive other tools' features. Use the portable context and your own ability — don't try to invoke another tool's skills.
- Continue, don't duplicate. Prefer extending an existing brainstorm (the tool surfaces related ones with their ids) over starting a near-duplicate.
- Write portably. Compose each capture so a different tool with zero prior context could pick it up cold.
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.
- 6d ago First seen · 28 lines · 86 tokens per session scan A 0a2e143f696d
mindmap-brainstorm is a skill published in the GitHub repository ravi-labs/mindmap-mcp-server (4 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 86 tokens to every session and 530 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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