usage

12 registry entries were observed exposing a tool named usage — none of them flagged as a privileged capability.

Every row is point-in-time scan output, dated below. Forge has an observed tool surface for 8,470 of 26,658 scannable entries (32%) — an entry that has not been scanned cannot appear here, so absence from this list is not evidence that an entry does not expose this tool.

1. @thotischner/observability-mcpverified
   trust 85/100 · AMCP serverobserved 2026-06-14 · static extraction
   Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.
2. nowork-studio/NotFair
   trust 60/100 · BCollectionobserved 2026-06-14 · static extraction
   Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads
3. @comparedge/llm-cost-mcp
   trust 60/100 · BMCP serverobserved 2026-08-14 · static extraction
   Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.
4. breezedeploy-mcp
   trust 60/100 · BMCP serverobserved 2026-08-14 · static extraction
   Deploy a local folder, git repo, or Docker image to a live HTTPS URL from your AI chat.
5. io.github.Adirdavi/docmcp
   trust 60/100 · BMCP serverobserved 2026-08-19 · static extraction
   Real .docx and .xlsx files from structured data, with automatic Hebrew/Arabic RTL.
6. io.github.devjoaocastro/vulk-mcp-server
   trust 60/100 · BMCP serverobserved 2026-06-13 · static extraction
   Generate, edit, and deploy immersive 3D/WebGL web projects from any MCP assistant.
7. io.github.KairosMobius/memory-nexus-mcp
   trust 60/100 · BMCP serverobserved 2026-06-13 · static extraction
   Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.
8. io.github.nowork-studio/notfair
   trust 60/100 · BMCP serverobserved 2026-06-14 · static extraction
   Hosted OAuth MCP for Google, Meta, X, and LinkedIn Ads, GA4, and Search Console.
9. io.github.pipeworx-io/catalogueoflife
   trust 60/100 · BMCP serverobserved 2026-06-14 · static extraction
   Catalogue of Life — global taxonomic index of known species (~2.2M accepted names)
10. io.github.pipeworx-io/deepl
    trust 60/100 · BMCP serverobserved 2026-06-14 · static extraction
    DeepL translation: translate, usage, source/target languages. Free 500k chars/mo.
11. io.github.portel-dev/ncp
    trust 60/100 · BMCP serverobserved 2026-06-13 · static extraction
    N-to-1 MCP Orchestration. Unified gateway for multiple MCP servers with intelligent tool discovery.
12. obsideo-mcp
    trust 60/100 · BMCP serverobserved 2026-08-16 · static extraction
    Encrypted S3-compatible storage with cryptographic possession proofs. 12 GB free, self-serve.

All indexed toolsSearch the registry for usage