The first of its kind: a live WebMCP capability search and execution engine.

Capability search

Find indexed tools and inspect their contracts. No API key or live website calls are needed.

Capability summary

AI explains matching indexed tools; it does not fetch current website data.

Live AI summary

With explicit consent, Search calls relevant eligible read-only tools on their actual websites and summarizes the returned data with sources and per-tool outcomes.

AI access through API/MCP requires a requested agent key. Both AI modes are also available in web search when its authorized connection is ready. How summaries and live execution work →

https://search.improvisus.tech/mcp

1. 1. Connect your client

   Claude CodeCodex · OpenAI

   With Claude Code installed, run this in your terminal. The user scope makes the connection available across your projects. No Search API key is needed for discovery.

   claude mcp add --transport http --scope user webmcpify-search https://search.improvisus.tech/mcp

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   Run claude mcp get webmcpify-search to inspect the configuration. Inside Claude Code, use /mcp to check the connection and available tools.

   With an AI access key (optional)

   Once you receive a key, update the server entry in your private ~/.claude.json user configuration. Replace the placeholder with your own key and keep that file private.

   {
     "mcpServers": {
       "webmcpify-search": {
         "type": "http",
         "url": "https://search.improvisus.tech/mcp",
         "headers": {
           "Authorization": "Bearer YOUR_AGENT_KEY"
         }
       }
     }
   }

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   Claude Code connection guide ↗

   For another MCP client, use its remote server settings with the same URL and transport.

2. 2. Choose your access

   Discovery is public. No key is needed to find capabilities or inspect their contracts. For discovery-only searches, explicitly set summarize: false and execute: false.

   Request a key for AI capability summaries and live AI answers through the API or MCP. Add this custom header in your client, replacing the placeholder with your own key:

   Authorization: Bearer YOUR_AGENT_KEY

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   Summary access needs search:read and search:ai; live answers also need search:execute. Request an agent key if you do not have one.

   Both summary modes are also available in web search. Choose Capability summary to explain indexed tools, or Live AI answer to call eligible website tools and summarize their current results. The web app uses its authorized connection when available; you do not need to paste a personal agent key into the page.

3. 3. Make your first search

   Ask your agent: “Use WebMCPify Search to tell me about Improvisus. Discover matching capabilities only; do not generate a summary or call website tools.”

   The agent calls search_webmcp_capabilities with:

   {
     "query": "Tell me about Improvisus",
     "limit": 10,
     "summarize": false,
     "execute": false
   }

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   For an indexed AI summary, set summarize: true. For an explicitly requested live answer, set execute: true: Search calls eligible read-only tools on the matching websites and returns a sourced answer plus each tool outcome. Keys and quotas still apply; unrelated or ineligible tools are not executed.

Having trouble? Use the full HTTPS URL ending in /mcp. For a 401/403 response, check your key, expiry, scopes, and whether AI was requested. For 429, wait for the limit to reset. A connected MCP client can still discover capabilities when live execution is unavailable.