ai.smithery/Leghis-smart-thinking MCP Server
ai.smithery/Leghis-smart-thinking
Help your AI check its work with calculations, source verification, and code testing.
What is the ai.smithery/Leghis-smart-thinking MCP server?
Smart-Thinking is an MCP server that connects your AI assistant to tools for verifying calculations, finding supporting passages, and testing code changes. It runs on a hosted service and requires no local database or personal token for public access.
Smart-Thinking lets your AI assistant validate its own work by checking arithmetic calculations, locating and inspecting source passages with context and dates, and running approved code tests in an isolated sandbox. You submit requests in natural language and the assistant prepares the check and explains results. It's useful for ensuring accuracy in financial calculations, recipe scaling, quote comparisons, fact-checking, and code review.
How to install ai.smithery/Leghis-smart-thinking
Copy-paste configuration for popular MCP clients.
AuthorizationBearer token for Smithery authentication
Tools & capabilities
Tools this server exposes to the agent.
Check a number— Recalculate discounts, scale recipes, compare quotes using exact arithmeticCheck a source— Find passages behind statements and inspect their date, context and originCheck a code change— Run approved tests in an isolated environment and see which files were tested
Use cases
- Verify discount calculations and financial computations with exact arithmetic
- Scale recipes or quantities for different serving sizes
- Find and inspect source passages to fact-check statements with context and dates
- Run code tests in a sandbox to validate changes before deployment
- Order or sequence steps logically (e.g., draft → review → publish workflows)
ai.smithery/Leghis-smart-thinking MCP server FAQ
Smart-Thinking is an MCP server that helps your AI assistant check its work by verifying calculations, finding source passages, and testing code changes. It connects to a hosted service and requires no local setup.
Yes, public access is free with shared quotas. The service is hosted and requires only Node.js 22.16+ and internet access.
Add the MCP server configuration to your assistant's mcpServers config with command 'npx' and args ['-y', 'smart-thinking-mcp@16.3.1']. VS Code and other applications have application-specific guides on the Smart-Thinking documentation site.
No personal token is required for public access. The service runs on a hosted platform and handles authentication automatically.
Requests go to the hosted service. Search and semantic checks may use external providers; code files run in a separate sandbox. Results are stored server-side. Keep anonymous dossier identifiers private as they include access capabilities.
Public access has shared quotas. Exact calculations check supplied expressions; passing tests cover the executed suite. Code review has internal qualification for bounded, explicit requirements and is not external accreditation or a correctness guarantee.
README (reference)
Source of truth, from the repository.
Smart-Thinking
Help your AI check its work.
Smart-Thinking connects your usual AI assistant to tools for checking calculations, finding supporting passages and testing code. Ask in ordinary language; your assistant prepares the check and explains the result.
This package is the small MCP client. MCP is the protocol assistants use to connect to tools. The checking engine runs on the hosted service. You do not need to install a database, run the engine or supply a personal token for public access.
What can you do?
- Check a number. Recalculate a discount, scale a recipe or compare complete quotes using exact arithmetic.
- Check a source. Find the passage behind a statement and inspect its date, context and origin.
- Check a code change. Run approved tests in an isolated environment and see which files were actually tested. A later change needs a new check.
Connect your assistant
You need Node.js 22.16 or newer and Internet access. For an assistant that accepts a mcpServers configuration, add:
{
"mcpServers": {
"smart-thinking": {
"command": "npx",
"args": ["-y", "smart-thinking-mcp@16.3.1"]
}
}
}
Save the configuration and reload the MCP connection in your assistant. VS Code uses a different format. Follow the application-specific connection guides for Codex, Claude, Cursor, VS Code or direct HTTP access.
To diagnose a connection from your terminal:
npx -y smart-thinking-mcp@16.3.1 --doctor --allow-network
The diagnostic checks connectivity and tool discovery. Provider availability is reported separately.
Try these three requests
- “Use Smart-Thinking to check €80 minus 20%, then add a 15% fee on the discounted price. Explain the steps.” Expected total: €73.60.
- “Use Smart-Thinking to scale 250 g of flour for four people to ten people.” Expected quantity: 625 g.
- “Use Smart-Thinking to order these steps: draft before review, review before publish.” Expected order: draft → review → publish.
See eighteen explained examples for sources and code, too.
Data and limits
Requests go to the hosted service. Search and semantic checks can use external providers; submitted code files run in a separate sandbox. The client does not scan your disk. Dossiers and results are stored server-side. Keep anonymous dossier identifiers private: they include access capabilities.
Public access has shared quotas. An exact calculation checks the supplied expression; passing tests cover the executed suite. Model reviews remain fallible. Code review has an internal qualification for bounded, explicit requirements. It can cover the declared semantic review when its evidence and qualification remain valid. This is not external accreditation or a correctness guarantee.
Read the data and trust guide, documentation and evaluations. The website is available in French and English.
MIT license. Source and issues.
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