io.github.Lykhoyda/ask-llm
NPM · @ASK-LLM/MCP · SCANNED AUG 3
Unified MCP server — auto-detects Gemini, Codex, Claude, Ollama, and Antigravity providers
Available components
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →
Supply Chain Security87
- No malware found by supply-chain analysis.Pass
- Only part of the dependency tree could be resolved (99 of 103), so this covers what we could see, not the whole tree.Partial
- No install/post-install scripts declared.Pass
- Only part of the dependency tree could be resolved (99 of 103), so this covers what we could see, not the whole tree. View diagnostics → Partial
Provenance & Transparency45
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 7 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability81
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 639 tokens (~106/item across 6 items; 5 tools + 1 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
- Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
- Structured output schemas are declared (80% of tools); any adoption earns full credit.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
npm · @ask-llm/mcp
claude mcp add lykhoyda-ask-llm -- npx -y @ask-llm/mcp
codex mcp add lykhoyda-ask-llm -- npx -y @ask-llm/mcp
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"lykhoyda-ask-llm": {
"type": "local",
"command": [
"npx",
"-y",
"@ask-llm/mcp"
],
"enabled": true
}
}
} openclaw mcp add lykhoyda-ask-llm --command npx --arg -y --arg @ask-llm/mcp
mcp_servers:
lykhoyda-ask-llm:
command: "npx"
args: ["-y", "@ask-llm/mcp"] {
"mcpServers": {
"lykhoyda-ask-llm": {
"command": "npx",
"args": [
"-y",
"@ask-llm/mcp"
]
}
}
} Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 3 Aug 26 +4
- Stability: unverified → 0.27 ▲ functional
- 2 Aug 26 +20
- Provenance: unverified → fail ▼ security
- Install scripts: unverified → pass ▲ security
- Known CVEs: unverified → partial ▲ security
- Stability: Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet. security
- Schema quality: 100 → unverified ▼ functional
- Capabilities: pass → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- Schema quality: unverified → good ▲ functional
- Maintenance: unverified → pass ▲ functional
- Dependency health: unverified → partial ▲ functional
- License: unverified → pass ▲ functional
- Licence: MIT functional
- 1 Aug 26 +20
- Malware scan: unverified → pass ▲ security
- Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window). security
- MCP protocol: unverified → pass ▲ functional
- 31 Jul 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 30 Jul 26 −27
- Tool coverage: 100 → unverified ▼ functional
- Schema quality: 100 → unverified ▼ functional
- Dependency health: unverified → partial ▲ functional
- 27 Jul 26 53
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 3 Aug 2026 · Analysed npm/@ask-llm/[email protected]
Provenance none
Ecosystem: npm · Outcome: none
Dependencies 99 packages
99 packages in the resolved dependency tree · 98 deprecated · 29 stale.
The dependency tree was only partially resolved, so these counts may be incomplete.
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
ask-llm ~283
Send a prompt to an LLM provider (Codex, Claude, Antigravity, Ollama, Gemini). Specify which provider to use. Each provider auto-selects its best model with fallback on errors. Returns both human-readable text and a structured response (provider, model, sessionId, usage) via outputSchema.
| Name | Type | Req | Description |
|---|---|---|---|
| model | string | — | Override the default model. Usually not needed. |
| prompt | string | yes | The question, code review request, or analysis task to send |
| provider | string | yes | Which LLM provider to use. Available: "gemini" (Gemini, default model: gemini-3.1-pro-preview), "codex" (Codex, default model: gpt-5.6-sol), "claude" (Claude, default model: opus), "ollama" (Ollama,… |
| sessionId | string | — | Optional session ID to resume a prior conversation. Pass the [Session ID: ...] or [Thread ID: ...] value from a previous response. Each provider handles sessions natively (Claude/Gemini --resume, Cod… |
| Name | Type | Req | Description |
|---|---|---|---|
| model | string | yes | — |
| provider | string | yes | — |
| response | string | yes | — |
| sessionId | string | — | — |
| usage | object | — | — |
No examples provided.
diagnose ~56
Run a self-diagnosis of the MCP server's environment: Node version, resolved PATH, provider CLI presence and versions, key env vars. Returns a structured report and a human-readable summary. Read-only; never spawns LLM calls.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| checks | array | yes | — |
| environment | object | yes | — |
| generatedAt | string | yes | — |
| providers | array | yes | — |
| status | string | yes | — |
No examples provided.
get-usage-stats ~81
Get the current MCP server's session usage stats: total LLM calls, token totals (input/output/thinking/cached), wall time, and breakdowns per provider and per model. No data leaves your machine — counts are tracked in-memory for the lifetime of the server process. Returns both human-readable markdown and a structured JSON snapshot via outputSchema.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| byModel | object | yes | — |
| byProvider | object | yes | — |
| fallbackCount | number | yes | — |
| totalCachedTokens | number | yes | — |
| totalCalls | number | yes | — |
| totalDurationMs | number | yes | — |
| totalInputTokens | number | yes | — |
| totalOutputTokens | number | yes | — |
| totalThinkingTokens | number | yes | — |
No examples provided.
multi-llm ~158
Dispatch 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, 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 continuity (use ask-llm for individual session-bearing calls).
| Name | Type | Req | Description |
|---|---|---|---|
| prompt | string | yes | The prompt to send to all selected providers in parallel. |
| providers | array | — | Which providers to dispatch to. Available: gemini, codex, claude, ollama, antigravity. Defaults to all available providers. |
| Name | Type | Req | Description |
|---|---|---|---|
| dispatchedAt | string | yes | — |
| failureCount | number | yes | — |
| results | array | yes | — |
| successCount | number | yes | — |
| totalDurationMs | number | yes | — |
No examples provided.
ping ~30
Test connectivity with the MCP server
| Name | Type | Req | Description |
|---|---|---|---|
| message | string | — | A message to echo back to test the connection |
No output schema declared.
No examples provided.