by gepuro
Company Lens — Fast, accurate search of Japanese company database for profiles, financials, and contact details.
Searches a database of Japanese companies to retrieve business information and corporate data.
Company Lens is a community-built MCP server published by gepuro that provides AI assistants with tools and capabilities via the Model Context Protocol. Company Lens — Fast, accurate search of Japanese company database for profiles, financials, and contact details. It is categorized under auth security, developer tools.
You can install Company Lens in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server supports remote connections over HTTP, so no local installation is required.
MIT
Company Lens is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.
Search Japanese company database
TL;DR: Searches a database of Japanese companies to retrieve business information and corporate data.
Add new capabilities to Claude beyond text generation
Example
Access external data sources, execute code, interact with tools and services
Transform Claude from chatbot to action-taking agent
Provide Claude with access to relevant context and data
Example
Load project documentation, access knowledge bases, query databases
Get more accurate, context-aware responses
Automate multi-step workflows combining AI and external tools
Example
Research → Summarize → Create document → Send notification
Complete complex tasks end-to-end without manual steps
Share your MCP server with the developer community
Strong directory entry: Company Lens surfaces stars and publisher context so we could sanity-check maintenance before adopting.
According to our notes, Company Lens benefits from clear Model Context Protocol framing — fewer ambiguous “AI plugin” claims.
Useful MCP listing: Company Lens is the kind of server we cite when onboarding engineers to host + tool permissions.
Useful MCP listing: Company Lens is the kind of server we cite when onboarding engineers to host + tool permissions.
Company Lens is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.
Company Lens is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.
I recommend Company Lens for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
We evaluated Company Lens against two servers with overlapping tools; this profile had the clearer scope statement.
We wired Company Lens into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.
Company Lens has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.
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Prerequisites
Time Estimate
15-60 minutes depending on server complexity
Steps
Troubleshooting
✓ Do
✗ Don't
💡 Pro Tips
Architecture
Model Context Protocol standardizes how AI hosts (Claude, Cursor) communicate with external tools and data sources through server implementations.
Protocols
Compatibility
✓ Use when
Use when you need Claude to access external data, execute actions, or integrate with tools. Best for extending AI capabilities beyond conversation.
✗ Avoid when
Avoid when native integrations exist (use official APIs directly), for real-time critical systems, or when security/compliance requires zero external dependencies.
