Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Search collectible series, prepare checklists and event cards, calculate odds and display fit.
Pick the AI app you use, then copy the settings.
Passed 2/3 checks · What you ask goes through the maker’s server (thedollscout.com)
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Pick your app and the steps appear below.
Works with Claude · about 2 min
No key, nothing to install · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1 · on Team/Enterprise an Owner adds it
CustomizeConnectors
Copy each value into the field with the same name in Claude, then click Continue
Checking the commands · copy buttons appear once they pass
Checking the commands · copy buttons appear once they pass
Leave Authentication as Claude detected it, then click Add
+ConnectorsThe Doll Scout · Collecting Tools
Use The Doll Scout · Collecting Tools and tell me what you can do for me, then show me one thing✓ If Claude says it is using The Doll Scout · Collecting Tools or shows a The Doll Scout · Collecting Tools tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with ChatGPT on business plans only
ChatGPT Business, Enterprise or Edu on the web, added by a workspace admin or owner · On Free, Plus or Pro: your ChatGPT plan cannot connect MCP yet
Plugins+Add custom MCP server
Enter a name, paste the address under Connection, tick the risk warning and click Create as a plugin
Checking the commands · copy buttons appear once they pass
Checking the commands · copy buttons appear once they pass
Start a new chat and pick The Doll Scout · Collecting Tools from your plugins before typing
Use The Doll Scout · Collecting Tools and tell me what you can do for me, then show me one thing✓ If ChatGPT says it is using The Doll Scout · Collecting Tools or shows a The Doll Scout · Collecting Tools tool in the answer, you are connected
Menu names checked against OpenAI’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Claude Code · about 2 min
No key, nothing to install
Mac: press Command+Space and type Terminal · Windows: open PowerShell
Checking the commands · copy buttons appear once they pass
You should see The Doll Scout · Collecting Tools listed as connected
Use The Doll Scout · Collecting Tools and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using The Doll Scout · Collecting Tools or shows a The Doll Scout · Collecting Tools tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Cursor · about 2 min
No key, nothing to install
Checking the commands · copy buttons appear once they pass
Use The Doll Scout · Collecting Tools and tell me what you can do for me, then show me one thing✓ If Cursor says it is using The Doll Scout · Collecting Tools or shows a The Doll Scout · Collecting Tools tool in the answer, you are connected
Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with VS Code · about 2 min
No key, nothing to install
Checking the commands · copy buttons appear once they pass
Use The Doll Scout · Collecting Tools and tell me what you can do for me, then show me one thing✓ If VS Code says it is using The Doll Scout · Collecting Tools or shows a The Doll Scout · Collecting Tools tool in the answer, you are connected
Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.
Address for apps that connect over the web
Checking the commands · copy buttons appear once they pass
JSON settings are under “For developers” below
Claude Code
Checking the commands · copy buttons appear once they pass
Cursor (~/.cursor/mcp.json)
Checking the commands · copy buttons appear once they pass
VS Code (mcp.json)
Checking the commands · copy buttons appear once they pass
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Connect over the internet in
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
Tool names and descriptions exactly as the server reported them on Nov 12, 2026. The maker wrote them, not us; we show them as plain text.
labubu_rarity_oddsCommonly reported secret/chase odds for Labubu / The Monsters blind-box series, by series format (6-figure, 12-figure, collabs, glow variants), with per-row sources. The box-printed odds for a specific series outrank every row returned here, and the result says so.
labubu_fake_signalsThe eight authenticity checks for a Labubu figure (teeth count, face finish, box finish, anti-counterfeit seal, figure markings, build quality, price floor, seller of record), each with its named public sources. Compiled signals, not a guarantee; limitations are included.
secret_pull_probabilityProbability of pulling at least one secret across N blind boxes at printed odds of 1-in-oddsN, plus the box counts a 50% and 90% chance require. Independent single-box model — sealed whole-case allocation can differ, and the result carries that caveat.
define_labubu_termPlain-language definition of a Labubu / blind-box collecting term (blind box, series, regular, secret/chase, printed odds, case, glow variant, vinyl plush pendant, Lafufu, seller of record). Matches the term or its aliases; an unknown term returns the list of available terms, hon
calculate_style_probabilityCalculate independent-box chances for one regular style, a secret, or a user-supplied per-style probability. Required by mode: regular needs regularStyles and secretOddsN; secret needs secretOddsN; printed needs probabilityPercent. Regular mode assumes equally likely regular styl
find_collector_toolsFind TDS collecting tools and guides by task. Returns canonical links, supported languages, inputs and which functions MCP can actually call. Browser-only collection records are never read.
get_collecting_guideRead a published guide for one of eight collectible brands with official source links, review date and limitations. Not current stock, resale valuation or authentication.
plan_display_fitCalculate a uniform single-layer rectangular layout for toy footprints inside a display case. All dimensions use the same unit. Tests 90-degree rotation when allowed; not 3D packing or a safety/load certification.
compare_blind_box_budgetCompare a capped independent blind-box budget with a user-supplied all-in confirmed-figure quote. Returns success and failure chances, maximum spend and expected spend when stopping at the first target. One currency, costs rounded to cents; not a purchase recommendation or price
estimate_collection_progressEstimate new distinct regular styles, repeated regular draws and secret draws from independent boxes. Assumes equally likely regular styles after combined secret probability is removed. Owned means distinct regular styles from this exact series. Not sealed-case allocation or comp
search_collection_seriesSearch the source-linked SMISKI and Sonny Angel catalog by series or figure name. Returns candidate series IDs, verified named styles, source URLs and per-series check dates directly. Catalog coverage can omit secret or discontinued figures; choose the exact series before compari
prepare_collection_checklistCompare user-supplied distinct owned names with one verified series. Returns owned, not-marked-owned, explicit wanted names, unmatched inputs and a copyable Markdown checklist. Does not assume missing means wanted, infer quantities or trade intent, certify a complete set, or acce
prepare_swap_event_cardPrepare a user-supplied collector event template or personal preparation card, with explicit wanted/offered names, source matches, Markdown and a reviewable share link. Supports participant swaps, store-only swaps or display-only rules. Does not verify the organizer, event, owner
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 13, 2026
The publisher (f-tiger) is not the repo owner (f-tiger); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Read 13 tool descriptions and found no hidden instructions to the AI
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Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 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 (2.6.0) reached the registry 13 days 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 Business and above.
In the same category: Context7, Codebase Memory, Ruflo
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
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP.
No README found in the repo