benchmarks_for_model — AILANG Docs MCP Tool
benchmarks_for_model
(benchmarks for model) is one of 23 tools on the
AILANG Docs
MCP server. Connect the server and your client discovers it on the handshake.
by client
How to call benchmarks_for_model from your client
- Claude Code AILANG Docs benchmarks_for_model run in your project directory
- Claude Desktop AILANG Docs benchmarks_for_model ~/Library/Application Support/Claude/claude_desktop_config.json
- Cursor AILANG Docs benchmarks_for_model ~/.cursor/mcp.json
- VS Code AILANG Docs benchmarks_for_model .vscode/mcp.json
- Zed AILANG Docs benchmarks_for_model ~/.config/zed/settings.json
- Windsurf AILANG Docs benchmarks_for_model ~/.codeium/windsurf/mcp_config.json
- Cline AILANG Docs benchmarks_for_model ~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
- Gemini CLI AILANG Docs benchmarks_for_model ~/.gemini/settings.json
- Grok AILANG Docs benchmarks_for_model .mcp.json (in your project root)
- ChatGPT AILANG Docs benchmarks_for_model Settings → Connectors → Advanced → Developer mode
- Claude.ai AILANG Docs benchmarks_for_model Settings → Connectors → Add custom connector
- LangChain AILANG Docs benchmarks_for_model pip install langchain-mcp-adapters
Fastest route
claude mcp add --transport http ailang-docs https://mcp.ailang.sunholo.com/mcp/Other tools on this server
- ailang_versions
- benchmark_run
- benchmarks_compare
- benchmarks_list
- changelog_for_version
- design_doc
- design_docs_list
- docs_nav
- docs_search
- effects_catalog
- example_for_concept
- example_get
- examples_list
- install_guide
- limitations_list
- onboarding_guide
- prompt_get
- roadmap
- stdlib_module
- stdlib_modules
- stdlib_search
- submit_feedback
This list was read from the server itself, by connecting to it and calling tools/list on 14 November 2026. It is what
the server actually exposes, not what its listing claims.
Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.