Ask LLM MCP server
Unified MCP server for Gemini, Codex, Claude, Grok, Ollama, and Antigravity
18 stars326 downloads/wk
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If you have run it, two minutes of your experience saves the next person an afternoon.
Ask LLM tools (4, 1 write)
write = sends, deletes, buys or postsRead from the package source without running it. The installed server may list more.
ask-cursor-agentUse Cursor Agent as a model-neutral, read-only consultation harness. The provider and exact Cursor catalog model ID are separate required fields. Runs `agent --print --mode ask` without --force/--trust, never changes spend settings, and never falls back to another model or provider.
ask-llmwrite actionSend a prompt to an LLM provider (Codex, Claude, Grok, Antigravity, Ollama, Gemini). Specify which provider to use. Provider-specific fallback behavior is reported truthfully; Grok never substitutes or falls back from the requested model. Returns both human-readable text and a structured response (provider, model, sessionId, usage) via outputSchema.
multi-llmDispatch the same prompt to multiple LLM providers in parallel and return all responses in one structured payload. Use when you want to compare answers across Codex, Claude, Grok, Antigravity, Ollama, and Gemini, or when you want a multi-provider sanity check on a question. Returns per-provider success/failure, response text, model, sessionId, and token usage. Each call is fresh — no session conti
pingTest connectivity with the MCP server
Public scan report
scanner v0.1.5 · 2026-09-19 · same rubric, same numbers if you re-run it
- Code scan14 source files scanned25/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitystatic API keys via environment variables6/15
- Maintenancelast push 1 days ago15/15
- Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Install directly
Runs npx -y @ask-llm/mcp on your machine. Read the scan report first; the gateway never runs local packages.
claude mcp add ask-llm -- npx -y @ask-llm/mcp
Ask LLM: common questions
- Is Ask LLM MCP server safe?
- Mostly: it is graded B (83/100). Read the Ask LLM safety report
- How do I install Ask LLM?
- It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
- Does Ask LLM need an API key?
- Yes. The registry entry asks for
XAI_API_KEY,CURSOR_API_KEY. - Is Ask LLM maintained?
- The last commit was in the last day (2026-09-18). The latest release is v0.9.3.
- What can I use instead of Ask LLM?
- Servers from other publishers that do the same job: Async Parallel Antigravity for Codex & Claude Code MCP server, Imagine MCP server and Wiff MCP server. Compare all Ask LLM alternatives.
Alternatives to Ask LLM
Same job from other publishers: the closest match first, then the best rated.
- Async Parallel Antigravity for Codex & Claude CodeRun parallel, resumable, human-operable Antigravity CLI sessions from any MCP agent harnessnot reviewedGrowingA
- ImagineMCP server for image/video understanding & generation (Gemini/OpenAI/Grok)not reviewedGrowingC
- WiffDeterministic, resumable multi-agent workflows across Codex, Claude, Cursor, and Kimi.not reviewedGrowingA