goji MCP: what works in Claude, ChatGPT, Cursor, and Grok Bot
Answers on AEO, SEO, web and brand from GOJI's published material. Melbourne, Australia.
Registry name: agency.goji/goji (v1.0.1) | GitHub stars
Set it up
URL https://mcp.goji.agency/mcp. No sign-in. Paste the URL and it connects. Copy-paste setup: Claude | Claude Code | Cursor | VS Code | ChatGPT
Status grid
| App | Status | Date tested |
|---|---|---|
| Claude | Untested | Not yet tested |
| ChatGPT | Untested | Not yet tested |
| Cursor | Untested | Not yet tested |
| Grok Bot | Untested | Not yet tested |
| MCP Inspector (reference client) | Untested | Not yet tested |
| MCP TypeScript SDK (reference client) | Works | Fri Oct 16 2026 |
Hands-on test results
| App | Task | Result | Time | Detail | Date tested |
|---|---|---|---|---|---|
| MCP TypeScript SDK (reference client) | connect (no auth) | Works | 634 ms | Connected without sign-in in 634 ms. | Oct 16, 2026, 6:04 PM CT |
| MCP TypeScript SDK (reference client) | list tools | Works | 303 ms | 9 tools: goji_search, goji_explain_term, goji_browse_glossary, goji_get_service, goji_answer_faq, goji_guide_contents, goji_read_guide_chapter, goji_read_guide, goji_start_enquiry. | Oct 16, 2026, 6:04 PM CT |
| MCP TypeScript SDK (reference client) | goji_search ("model context protocol") | Works | 220 ms | goji_search: 337 characters returned. "1 results from GOJI for "model context protocol". ## Your next customer might not be a person _Article_ AI agents are already reading your w" | Oct 16, 2026, 6:04 PM CT |
| MCP TypeScript SDK (reference client) | goji_explain_term ("model context protocol") | Works | 392 ms | goji_explain_term: 116 characters returned. "GOJI has no glossary entry for "model context protocol". Browse all 109 terms at https://goji.agency/plain-english." | Oct 16, 2026, 6:04 PM CT |
| MCP TypeScript SDK (reference client) | goji_browse_glossary | Works | 51 ms | goji_browse_glossary: about 7 KB returned. "109 terms, defined by GOJI. - A/B testing , https://goji.agency/plain-english/ab-testing - Above the fold , https://goji.agency/plain-engl" | Oct 16, 2026, 6:04 PM CT |
| MCP TypeScript SDK (reference client) | search with nonsense query | Works | 312 ms | goji_search: 126 characters returned. "Nothing published on "zqxjvflurbo938 qpwmz". Try a broader term, or browse https://goji.agency/plain-english for the glossary." | Oct 16, 2026, 6:04 PM CT |
| MCP TypeScript SDK (reference client) | error handling (missing required input) | Works | 40 ms | goji_search: tool error, 121 characters returned. "Input validation error: Invalid arguments for tool goji_search: query: Invalid input: expected string, received undefined" | Oct 16, 2026, 6:04 PM CT |
Oct 16, 2026, 6:04 PM CT, MCP TypeScript SDK (reference client): Scripted client using the official MCP TypeScript SDK against https://mcp.goji.agency/mcp (Streamable HTTP, protocol 2025-11-25). No sign-in needed. Server goji v1.0.1. Read-only tasks only, chosen from the server's own tool list. 7 of 7 tasks passed.
Automated handshake
Works HTTP 200, 458 ms, checked Fri, 16 Oct 2026 17:04:50 GMT
Gotchas
None recorded yet. Gotchas come only from hands-on tests.
FAQ
Does the goji MCP server work?
In our hands-on test on Oct 16, 2026, 7 of 7 tasks passed.
What is the goji MCP server URL?
https://mcp.goji.agency/mcp (Streamable HTTP).
Does the goji MCP server need sign-in?
No sign-in. Paste the URL and it connects.
How do I add the goji MCP server to Claude, Cursor, VS Code or ChatGPT?
Follow our copy-paste setup guides: https://connectorreport.com/c/agency-goji-goji/setup/claude https://connectorreport.com/c/agency-goji-goji/setup/claude-code https://connectorreport.com/c/agency-goji-goji/setup/cursor https://connectorreport.com/c/agency-goji-goji/setup/vscode https://connectorreport.com/c/agency-goji-goji/setup/chatgpt
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