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  3. io.github.tjacquesson/llmtest-mcp
MCP server · Healthcare

io.github.tjacquesson/llmtest-mcp

· github.com/tjacquesson/llmtest-mcp

Benchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models.

Unclaimed healthcare
InstallView source
37Low

Scored 4 months ago · breakdown

About io.github.tjacquesson/llmtest-mcp

io.github.tjacquesson/llmtest-mcp is an MCP server in the Healthcare category: benchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models.

Install

Claude Code
claude mcp add io-github-tjacquesson-llmtest-mcp -- npx -y llmtest-mcp
npx
npx -y llmtest-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (15)

disable_autopilotTurn off autopilot (existing optimizations stay active)

Parameters not published.

enable_autopilotTurn on weekly auto-optimization with safety gates + drift-based auto-revert

Parameters not published.

get_accountCheck credit balance and usage

Parameters not published.

get_autopilot_statusCheck whether autopilot is on and whether the account is eligible

Parameters not published.

get_suggestionsGet pending model-switch recommendations

Parameters not published.

list_active_optimizationsList auto-accepted optimizations still inside their 24h revert window

Parameters not published.

list_flowsList all AI flows with cost and latency stats

Parameters not published.

list_new_modelsShow new and trending models

Parameters not published.

list_samplesShow stored test samples per flow

Parameters not published.

optimize_promptRewrite a flow's prompt and find a cheaper model that still works

Parameters not published.

Show all 15 tools
revert_optimizationRoll an auto-accepted optimization back to the previous prompt

Parameters not published.

run_benchmarkBenchmark a flow against challenger models

Parameters not published.

seed_samplesAdd test prompts for pre-launch benchmarking

Parameters not published.

statusShow proxy status and activity summary

Parameters not published.

update_suggestionAccept or dismiss a suggestion

Parameters not published.

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Questions

About io.github.tjacquesson/llmtest-mcp

How do I install io.github.tjacquesson/llmtest-mcp?

Run claude mcp add io-github-tjacquesson-llmtest-mcp -- npx -y llmtest-mcp, then add the server to your MCP client's configuration.

Is io.github.tjacquesson/llmtest-mcp safe to use with an AI agent?

Its trust score is 37 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is io.github.tjacquesson/llmtest-mcp still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.