Google tells you what exists. Faceabot tells you what holds up.
Local-first, multi-provider tool that captures LLM API spend and exposes it to coding agents via MCP
Package pypi :llm-usage-mcp · website · measurements and detailsLLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.
Package npm :@skillfm/llm-cost-optimizer-mcp · website · measurements and detailsAI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
Package npm :@skillfm/mcp · website · measurements and detailsObservability for AI apps: investigate traces, logs, LLM usage, replays and crashes; manage alerts.
MCP endpoint :https://mcp.heystack.dev/mcp · website · measurements and detailsSpiderIQ Gate: SpiderGate LLM gateway (completions, models, usage, traces)
Package npm :@spideriq/mcp-gate · website · measurements and detailsScan prompts for injection attacks, redact PII, and audit LLM SDK usage from any MCP client
Package npm :@promptguard/mcp-server · website · measurements and detailsLeanroute MCP: route to 13 LLM providers, check pricing/usage/credit, manage keys from any agent.
Package npm :@leanroute/mcp-server · website · measurements and detailsScan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
Package npm :ai-scanner-mcp · website · measurements and detailsAI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
Package npm :@skillfm/mcp · website · measurements and detailsRecomputes a usage-based bill from a customer-supplied tariff (graduated per-meter tiers, optiona...
MCP endpoint :https://mcp-factory.bowling-anthony.workers.dev/usage-bill-reconstructor/mcp · website · measurements and detailsReports real token usage and cost from Claude Code and OpenCode data. Nothing leaves your machine.
Package npm :ai-usage-mcp · website · measurements and detailsFind out which MCP servers you actually use: local, read-only audit of Claude Code transcripts.
Package npm :@rixtay/mcp-usage · website · measurements and detailsClaude Code token usage, cost visibility, and SkillFM Beacon AI health checks for MCP agents.
Package npm :@skillfm/claude-code-token-usage-mcp · website · measurements and detailsTokens and cost for Claude Code, Codex and 14 more AI coding agents, from local session files.
Package npm :@sriinnu/tokmeter-mcp · website · measurements and details檢查網站 llms.txt 與 AI 爬蟲 robots.txt 設定,並自動產生 llms.txt。
MCP endpoint :https://llms-check.panda198271.workers.dev/mcp · website · measurements and detailsllms.txt 檢查工具:檢查網站的 llms.txt、robots 與 sitemap。台灣繁體中文 MCP 工具。
MCP endpoint :https://llms.penguindriver.com/mcp · website · measurements and detailsCreate, validate and audit llms.txt, incl. the Lighthouse Agentic Browsing check.
MCP endpoint :https://www.llms-txt-generator.de/api/mcp · website · measurements and detailsOfficial ImageKit admin server: manage origins, URL endpoints, account usage and usage analytics.
MCP endpoint :https://imagekit.io/mcp/admin · website · measurements and detailsClaude Code token usage, cost, and plan limits from local logs and Anthropic's usage API.
Package npm :claude-code-usage-mcp · website · measurements and detailsLLM provider intelligence: recommendations, pricing, and status
MCP endpoint :https://intel.memoryapi.org/mcp · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Open reliability data · Add Faceabot to your AI · Help · Privacy · Terms