sentiogate_audit_waste
Analyze past LLM request logs (raw JSON/JSONL/CSV or array of message turns) to detect cost waste, unnecessary context bloat, prompt-cache opportunities, and achievable savings with SentioGate.
recordsraw_logs
io.github.SentioGate由 GitHub 账号 SentioGate 发布v1.0.0更新于 Nov 8, 2026
BYOK AI router & FinOps control plane: audit token waste, check tool safety, and rank models.
发布方自己的服务:370.ai — AI Gateway: 100+ Chat Models, Image & Speech Generation
BYOK 大模型路由与 FinOps 网关,让助手审计 token 浪费、按成本推荐模型、检查工具安全并转发子任务。
Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。
把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。
阅读 https://sourceweft.com/mcp/io.github.SentioGate%2Fsentiogate-mcp/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。把它添加到你客户端的 mcpServers 配置中。
{
"mcpServers": {
"sentiogate-finops-llm-router": {
"type": "http",
"url": "https://api.sentiogate.dev/v1/mcp"
}
}
}Official Model Context Protocol (MCP) server for SentioGate — Zero-markup BYOK LLM router & FinOps control plane.
Expose real-time LLM cost analytics, token-waste auditing, task-based model recommendations, and tool-safety inspection directly inside Claude Code, Cursor, Cline, OpenClaw, and Google Gemini / Search (Connected Apps).
sentiogate_audit_waste — Scan past completion logs (JSON, JSONL, or CSV) to calculate dollar waste, prompt-cache misses, and potential savings with SentioGate.sentiogate_get_finops_ledger — Retrieve live spend, cache savings, and remaining 5-hour Community Pool quota.sentiogate_recommend_model — Classify prompt difficulty and receive optimal model + provider fallback chain based on empirical benchmarks and live TTFT.sentiogate_guard_check — Pre-flight check terminal commands and tool calls against SentioGate Armor safety rules (credential leak, destructive deletions, reverse shells).sentiogate_optimize_payload — Simulate prompt compaction and tool-output trimming to preview token savings before model invocation.Run in your project directory:
mcpServers config)Add to your mcpServers configuration (settings.json or ~/.cursor/mcp.json):
For remote MCP environments, point directly to the edge HTTP endpoint:
https://api.sentiogate.dev/v1/mcp2024-11-05)Authorization: Bearer <your_key> (optional, public tools work unauthenticated)Apache-2.0 © SentioGate Team
来源:README.md,提交 d0aa1cb
Analyze past LLM request logs (raw JSON/JSONL/CSV or array of message turns) to detect cost waste, unnecessary context bloat, prompt-cache opportunities, and achievable savings with SentioGate.
recordsraw_logsFetch real-time SentioGate BYOK FinOps metrics: measured spend by provider, prompt-cache USD savings, active sessions, and remaining 5-hour Community Pool quota.
time_rangeRecommend the optimal model and provider fallback chain for a given coding or agent task based on real-time task difficulty, live catalog pricing, and measured latency.
prioritytask_prompt必填requires_toolsPre-flight check tool calls, terminal commands, or conversation history against SentioGate Armor security rules (credential leakage, destructive rm, pipe-to-shell, git force-push, and runaway tool loops).
messagesarguments必填tool_name必填Preview and simulate context compaction and tool-output trimming on an array of conversation messages without executing upstream model inference.
messages必填Route a chat completion sub-task through SentioGate (using model "auto" or a pinned provider/model) or enqueue it on the background batch queue.
modelprompt必填systemasync_batch已满足适用检查项的 100%
该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。
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claude mcp add sentiogate -- npx -y @sentiogate/mcp{ "mcpServers": { "sentiogate": { "command": "npx", "args": ["-y", "@sentiogate/mcp"], "env": { "SENTIOGATE_API_KEY": "sg_live_your_api_key_here" } } }}