Skip to main content

New features

Direct tool selection

The mcp_search_tool_bm25 meta-tool now supports a select:<name> syntax that bypasses the search index entirely. When the LLM already knows which tool it wants, select:github_create_issue returns the exact tool description instantly — no ranking, no token overhead from irrelevant matches. You can now force a search to only return tools containing specific words by prefixing them with +. For example, +slack send guarantees that only Slack tools are returned, even when other tools use the word “send” more frequently. This makes it easier to scope discovery to a specific integration.

Smarter search scoring

The BM25 index now boosts results when a search term matches (or is a substring of) a tool’s serverName or name. Tools strictly related to a specific integration — like querying for “neon” or “apify” — now float to the top instead of getting buried under unrelated tools that merely mention the word in their parameters. See the Meta-Tools reference for the full search syntax.

Bug fixes

  • Exact-match results respect topK — The tool index no longer returns more results than requested when a query has exact name matches.
  • Required-term embeddings — Normalized the query text used for embeddings when required terms are present, so semantic search ranks results consistently with the rest of the index.
  • Not-found tools surfaced in select mode — When select:<name> can’t find a tool, the error is now returned to the caller with the originating serverId instead of being silently dropped.
  • Error flag on full failure — When every tool fails to resolve in a select call, the response now correctly sets isError=true so clients can handle it properly.