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MCP server report

MCP Analytics MCP server

ai.mcpanalytics/analytics

We checked this server on 2 November 2026 with McpStamp Check engine 1.2.0. It scored 85 of 100 (grade B), higher than 31.2% of the 33,003 registry servers that responded over HTTPS that day. Ready for MCP Registry. Not ready for Claude, ChatGPT and Gemini.

Measured facts

Score
85B
Sign-in
OAuth
Tools listed
27
Protocol version
2024-11-05
Stores

Store readiness

StoreStatusReason
Claude Connectors Directory Not ready Blocked by Resource metadata "resource" equals the server URL and Human-readable title on every tool.
ChatGPT app directory Not ready Blocked by issuer equals the authorization_servers entry; token_endpoint_auth_methods_supported (ChatGPT) and Human-readable title on every tool.
Gemini Connected Apps Not ready Blocked by Supported protocol version negotiated.
Official MCP Registry Ready No blocking check failed.

MCP Registry ready means a valid public remote for the registry, not that the server is listed in a store.

Fixes

6 checks to fix

  1. Fails

    Supported protocol version negotiated

    protocol_version

    Blocks Gemini.

    Measured Negotiated 2024-11-05

    Return protocolVersion "2025-11-25" (or "2025-06-18") in the initialize result. Gemini Connected Apps requires 2025-03-26 to 2025-11-25.

  2. Fails

    Human-readable title on every tool

    tool_titles

    Blocks Claude and ChatGPT.

    Measured 27/27 without title: account_link, about, agent_advisor, datasets_upload, datasets_list and 22 more

    Add a short human-readable "title" to every tool (shown in store UIs and consent screens).

  3. Fails

    Resource metadata "resource" equals the server URL

    auth_resource

    Blocks Claude.

    Measured resource https://api.mcpanalytics.ai is not the server URL https://api.mcpanalytics.ai/mcp/api-key

    Serve metadata whose "resource" is exactly https://api.mcpanalytics.ai/mcp/api-key (Claude requires an exact match, path included), e.g. at /.well-known/oauth-protected-resource/mcp/api-key.

  4. Fails

    issuer equals the authorization_servers entry; token_endpoint_auth_methods_supported (ChatGPT)

    auth_chatgpt_metadata

    Blocks ChatGPT.

    Measured issuer "https://auth0.mcpanalytics.ai/" is not exactly the authorization_servers entry "https://api.mcpanalytics.ai"

    Use the exact metadata "issuer" string in the protected resource metadata authorization_servers list (no trailing-slash or case differences), and list token_endpoint_auth_methods_supported (for example ["none"] for public clients) in the au

  5. Warning

    401 carries WWW-Authenticate resource_metadata

    auth_challenge

    Measured unknown method: WWW-Authenticate api-key without resource_metadata

    Add resource_metadata="https://<host>/.well-known/oauth-protected-resource<path>" to the WWW-Authenticate: Bearer header on 401.

  6. Warning

    JSON-RPC error for unknown method

    jsonrpc_errors

    Measured JSON-RPC error -32000 instead of -32601

    Return JSON-RPC error code -32601 (Method not found) for unknown methods.

21 checks passed

Passed. Served over HTTPS, initialize over Streamable HTTP, JSON or SSE response Content-Type, GET answers SSE or 405, initialize latency, serverInfo name and version, Server instructions, tools capability declared, Sign-in method the store supports (OAuth or none), Protected resource metadata (RFC 9728), Authorization server metadata (RFC 8414 / OIDC), First metadata URL Gemini tries answers 200 with the required fields, PKCE S256 advertised, Client registration (DCR or Client ID Metadata Documents), refresh_token grant advertised, tools/list returns tools, inputSchema is an object schema, Tool names are valid and portable, readOnlyHint or destructiveHint on every tool, Explicit readOnlyHint, destructiveHint and openWorldHint (ChatGPT), Tool descriptions.

Run a fresh check

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McpStamp score for MCP Analytics

Markdown

[![McpStamp score](https://www.mcpstamp.com/badge?url=https%3A%2F%2Fapi.mcpanalytics.ai%2Fmcp%2Fapi-key)](https://www.mcpstamp.com/r/ai-mcpanalytics-analytics/)

HTML

<a href="https://www.mcpstamp.com/r/ai-mcpanalytics-analytics/"><img src="https://www.mcpstamp.com/badge?url=https%3A%2F%2Fapi.mcpanalytics.ai%2Fmcp%2Fapi-key" alt="McpStamp score" height="20"></a>
Registry entry

About this server

A statistical analyst in your AI chat: bring data and a question, get a citable, re-runnable report.
Registry name
ai.mcpanalytics/analytics
Remote URL
https://api.mcpanalytics.ai/mcp/api-key
Version
1.0.8
Source
github.com/embeddedlayers/mcp-analytics
Website
mcpanalytics.ai
Checked
2 November 2026, engine 1.2.0, no credentials

The description above is the server's own text from the official MCP Registry. If a result looks wrong, run a fresh check and email support@zovo.one with the report link.

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