World Monitor
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 104 tools.
8 curriculum, classroom, accommodations and exam-prep skill products. 5 of 7 free.
Pick the AI app you use, then copy the settings.
Passed 4/5 checks · What you ask goes through the maker’s server (mcp.moltlinestudio.com)
First: which AI do you use?
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
Moltline Educator Toolkithttps://mcp.moltlinestudio.com/educatorLeave Authentication as Claude detected it, then click Add
+ConnectorsMoltline Educator Toolkit
Use Moltline Educator Toolkit and tell me what you can do for me, then show me one thing✓ If Claude says it is using Moltline Educator Toolkit or shows a Moltline Educator Toolkit 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
Moltline Educator Toolkithttps://mcp.moltlinestudio.com/educatorStart a new chat and pick Moltline Educator Toolkit from your plugins before typing
Use Moltline Educator Toolkit and tell me what you can do for me, then show me one thing✓ If ChatGPT says it is using Moltline Educator Toolkit or shows a Moltline Educator Toolkit 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
claude mcp add --transport http --scope user educator https://mcp.moltlinestudio.com/educatorYou should see Moltline Educator Toolkit listed as connected
Use Moltline Educator Toolkit and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using Moltline Educator Toolkit or shows a Moltline Educator Toolkit 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
Use Moltline Educator Toolkit and tell me what you can do for me, then show me one thing✓ If Cursor says it is using Moltline Educator Toolkit or shows a Moltline Educator Toolkit 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
Use Moltline Educator Toolkit and tell me what you can do for me, then show me one thing✓ If VS Code says it is using Moltline Educator Toolkit or shows a Moltline Educator Toolkit 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
https://mcp.moltlinestudio.com/educatorJSON settings are under “For developers” below
Claude Code
claude mcp add --transport http --scope user educator https://mcp.moltlinestudio.com/educatorCursor (~/.cursor/mcp.json)
{
"mcpServers": {
"educator": {
"url": "https://mcp.moltlinestudio.com/educator"
}
}
}VS Code (mcp.json)
{
"servers": {
"educator": {
"type": "http",
"url": "https://mcp.moltlinestudio.com/educator"
}
}
}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 9, 2026. The maker wrote them, not us; we show them as plain text.
list_productsList the 8 educator products with their included skills. FREE. Takes no arguments. Typical input {} returns a list of 8 product objects, each {"slug": "curriculum-architect-hs", "name": ..., "tagline": ..., "skills": ["Skill A", ...], "free_skill": "Gateway Skill Name"}. Use the
get_free_skillLoad a product's free gateway skill with its complete instructions. FREE. Typical input {"slug": "curriculum-architect-hs"} returns {"slug": ..., "skill": " ", "instructions": " "}. Returns exactly one skill - the product's free gateway skill - chosen automatically from the slug,
readability_reportAnalyze teaching text with Flesch-Kincaid readability and leveling advice. FREE. Typical input {"text": " ", "target_grade": 6} returns {"flesch_kincaid_grade": 8.2, "reading_ease": 62.1, "sentences": N, "words": N, "avg_words_per_sentence": N, "long_sentences_over_25w": N, "poly
get_full_productLoad one product in full: its persona plus every paid skill. PREMIUM (license). Typical input {"slug": "curriculum-architect-hs"} returns {"slug": ..., "name": ..., "persona": " ", "skills": [{"name": ..., "instructions": ...}, ...], "free_skill": {...}}. Returns persona plus eve
get_full_skillLoad one paid skill's complete instructions from a product. PREMIUM (license). Typical input {"slug": "curriculum-architect-hs", "skill_name": "unit-planner"} returns {"slug": ..., "skill": ..., "instructions": " "}. Returns one named skill, selected by skill_name. Use when the c
grade_curveSummarize how an assessment landed: stats, bands, and outliers. FREE. Reports mean, median, std dev, quartiles, distribution by percentage band, and flagged low outliers. Typical input {"scores": [88, 92, 75, 61, 84], "max_score": 100} returns {"n": 5, "mean": 80.0, "median": 84.
lesson_timerSplit a class period into timed segments with sensible weighting. FREE. The opener and closer get less time; core activities get more. Typical input {"minutes": 50, "segments": ["Warm-up", "Direct instruction", "Practice", "Exit ticket"]} returns {"period_minutes": 50, "plan": [{
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 12, 2026
The publisher (moltlinestudio.com) is not the repo owner (GarphenGate); someone else may have listed it
Code last changed yesterday
Uses MIT
No sign-in needed
Read 7 tool descriptions and found no hidden instructions to the AI
Ask, share a tip or report that it does not work. Sorted by what people marked helpful.
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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 4 of 5 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 yesterday, and the latest version (1.2.0) reached the registry 2 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 Business and above.
In the same category: World Monitor, Claude Flow, Windmill
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
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 104 tools.
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
A thin, dependency-free stdio bridge to Moltline Studio's fleet of 22 hosted MCP servers.
Most modern MCP clients can connect to the fleet directly over Streamable HTTP, no install needed (see Direct connection below). This bridge exists for clients that only speak the stdio transport: it proxies newline-delimited JSON-RPC between your client and the hosted server, verbatim, with no telemetry and no dependencies beyond the Python 3.9+ standard library.
MOLTLINE_LICENSE in your MCP client's environment; the bridge sends it as the X-Moltline-License header and never writes it to argv, URLs or logs. See auth.md.Find it on: Smithery · MCPize · Glama · Clawmart · MCP Registry
| Server | Tools | What it does |
|---|---|---|
catalog | 10 | Search 138 agent skills and personas by plain-language job; preview any product. |
codereview | 7 | Risk-scan a diff, flag AI-generated-code tells, find secrets, report complexity. |
govern | 8 | Audit an MCP config or SKILL.md for over-broad scope and prompt-injection risk. |
timeops | 5 | Business days, meeting overlap, recurrence expansion, deadline and SLA math. |
data | 7 | Paste-your-data analytics: CSV profiling, A/B tests, correlation, growth, cohorts. |
humanizer | 5 | Find AI-isms with evidence, fingerprint a writing voice, measure burstiness. |
business | 8 | 30 finance, bookkeeping, legal-ops and SMB operations persona-skill products. |
creator | 8 | 20 blogging, brand-voice, copywriting, video and social persona-skill products. |
educator | 7 | 8 curriculum, classroom, accommodations and exam-prep persona-skill products. |
outbound | 8 | 7 outreach, sequencing, deliverability, call-coaching and CRM-hygiene products. |
personal | 9 | 20 inbox, calendar, travel, meals and family-logistics persona-skill products. |
research | 8 | 7 research navigation, thesis, note-taking and citation persona-skill products. |
skillmd-lint | 6 | Lint a SKILL.md for frontmatter, structure, secrets and size. All tools free. |
merchant | 6 | Commerce arithmetic: processor fees, charge-to-net, invoice totals, proration. |
shipping | 6 | Dimensional weight, parcel fit, landed cost, freight class, rate cards. |
shopify | 6 | Check a product CSV, URL handles, variant matrices and metafield keys. |
dropship | 6 | Dropshipping unit economics: margin, lead time, SKU mapping, price ladders. |
recall | 6 | A portable knowledge-graph memory you pass in and get back. No database. |
vision | 6 | Image header probing, bbox conversion, resize plans, color and detection math. |
regclock | 9 | Incident-reporting deadlines from the legal text (EU CRA, NIS2, DORA, GDPR, UK GDPR, HIPAA, SEC 8-K), cited. |
taxlots | 8 | Crypto cost basis: parse exchange CSVs, lint, match transfers, FIFO/LIFO/HIFO lots, Form 8949 rows, 1099-DA diff. |
optimize | 11 | OR-Tools routing, 3-D packing, 1-D/2-D cutting, knapsack and shift rostering with stated limits. |
Machine-readable discovery: api-catalog · per-server card at https://mcp.moltlinestudio.com/ /.well-known/mcp/server-card.json · fleet health.
If your MCP client supports Streamable HTTP (Claude Desktop, Claude Code, Cursor, and most current clients do), point it straight at the hosted endpoint (nothing to install):
{
"mcpServers": { "moltline-timeops": { "type": "http", "url": "https://mcp.moltlinestudio.com/timeops" } } }
Swap timeops for any slug in the table above.
Run directly (recommended): the bridge is a single stdlib-only file, so a clone is all you need:
git clone https://github.com/GarphenGate/moltline-mcp.git
python3 moltline-mcp/moltline_mcp.py timeops # any of the 22 slugs; default: catalog
Docker: see Docker below if you prefer a container.
A PyPI package is planned; until then, use the methods above.
Point your MCP client at the script with an absolute path:
{
"mcpServers": { "moltline-timeops": { "command": "python3", "args": ["/absolute/path/to/moltline-mcp/moltline_mcp.py", "timeops"] } } }
Or run it through Docker (after docker build -t moltline-mcp .):
{
"mcpServers": { "moltline-timeops": { "command": "docker", "args": ["run", "-i", "--rm", "moltline-mcp", "timeops"] } } }
python3 moltline_mcp.py [server] [--timeout SECONDS] [--list] [--version]
server: one of the 22 slugs (default catalog); anything else fails fast with the valid list.--timeout: per-request timeout in seconds (default 300, or env MOLTLINE_TIMEOUT).--list: print the server slugs and exit.MOLTLINE_BASE_URL: override the fleet base URL (for testing).MOLTLINE_LICENSE: your Moltline license, sent as the X-Moltline-License header to unlock premium tools. Omit it and the bridge runs free-tier only.MOLTLINE_DEBUG=1: diagnostic logging on stderr (stdout stays protocol-clean). The license is never logged; debug output reports only whether one is configured.The bridge also runs containerized (stdio in, network egress to the fleet required):
docker build -t moltline-mcp .
docker run -i --rm moltline-mcp timeops # any of the 22 slugs; default: catalog
See Client configuration for the matching mcpServers entry.
One process per server connection. Each JSON-RPC message read from stdin is POSTed to https://mcp.moltlinestudio.com/ ; JSON and SSE-framed responses are relayed back to stdout as newline-delimited JSON. The bridge tracks the server-assigned Mcp-Session-Id and echoes the negotiated MCP-Protocol-Version, per the Streamable HTTP transport spec. It never inspects, stores, or reports your traffic.
The bridge ships with an offline test suite - no network, no dependencies:
python -m unittest -v
Twenty-two tests cover the parts that actually break in a transport bridge: newline-delimited framing, SSE event splitting (multiple events, multi-line data: payloads, a trailing event with no blank line, comments and named events), session-id capture and reuse, protocol-version negotiation on initialize only, and error relay - a JSON-RPC error document is passed through verbatim, anything else becomes a well-formed -32603. CI runs them on Python 3.9, 3.12 and 3.13, plus a Docker build and container smoke test.
MOLTLINE_LICENSE in the environment and the bridge forwards it as the X-Moltline-License request header. It is deliberately not a command-line flag: argv is world-readable through ps. It is never placed in a URL and never logged. Details: auth.md.MIT © 2026 Moltline Studio