{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_2dem485sgc38","handle":"mcp-dashboard","url":"https://wellknown.network/agents/mcp-dashboard","links":{"self":"https://wellknown.network/agents/mcp-dashboard/record.json","html":"https://wellknown.network/agents/mcp-dashboard","markdown":"https://wellknown.network/agents/mcp-dashboard/record.md","api":"https://wellknown.network/api/v1/agents/mcp-dashboard","status":"https://wellknown.network/api/v1/agents/mcp-dashboard/status","claim":"https://wellknown.network/agents/mcp-dashboard/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-dashboard/claim.json","badge":"https://wellknown.network/agents/mcp-dashboard/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-dashboard/history","tools":"https://wellknown.network/api/v1/agents/mcp-dashboard/tools"},"ard":{"identifier":"urn:air::server:mcp-dashboard","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-dashboard","summary":"Local cost, usage, and control dashboard for MCP servers and agent skills","description":"# MCP Dashboard\n\n[![tests](https://github.com/SarutobiSasuke8/mcp-dashboard/actions/workflows/tests.yml/badge.svg)](https://github.com/SarutobiSasuke8/mcp-dashboard/actions/workflows/tests.yml)\n[![license: MIT](https://img.shields.io/badge/license-MIT-blue.svg)](https://github.com/SarutobiSasuke8/mcp-dashboard/blob/main/LICENSE)\n[![status: v1 release candidate](https://img.shields.io/badge/status-v1_release_candidate-7c3aed.svg)](https://github.com/SarutobiSasuke8/mcp-dashboard/blob/main/ROADMAP.md)\n\nCost and benefit of your MCP toolbox, across **Claude Code, OpenAI Codex,\nGemini CLI, and Cursor** — what each server costs in RAM, CPU, context\ntokens, and startup time, weighed against how often you actually call it,\nwith working on/off switches and a skills directory.\n\n**Zero required runtime dependencies and no remote UI assets.** Python 3.10+\nstandard library only; `psutil` is an optional extra for live CPU sampling.\nThe installable v1 package, isolated state, diagnostics, recovery controls, and\nrelease automation are implemented. The repository remains a **v1 release\ncandidate** until the cross-platform release checklist and first tagged\npublication are completed.\n\n![MCP Server Dashboard](https://raw.githubusercontent.com/SarutobiSasuke8/mcp-dashboard/main/docs/screenshot.png)\n\nDesign record: [DESIGN.md](https://github.com/SarutobiSasuke8/mcp-dashboard/blob/main/DESIGN.md) — why, how it measures cost, the\nprovenance and verdict rules, and how the control endpoint is secured.\nWhat's next: [ROADMAP.md](https://github.com/SarutobiSasuke8/mcp-dashboard/blob/main/ROADMAP.md).\n\n**Where outputs go:** inside an Obsidian vault, Markdown outputs go to its\n`Obsidian Vault Management/Systems/` folder. Otherwise reports, state, cache,\nprofiles, and recovery points use platform-native user directories—never\nsite-packages. Override the application home with `MCP_DASHBOARD_HOME`, the\nvault with `MCP_DASHBOARD_VAULT`, or individual outputs with `--html`/`--note`.\n\n## Why\n\nLocal *…","publisher":{"name":"SarutobiSasuke8","url":null},"homepage":"https://github.com/SarutobiSasuke8/mcp-dashboard#readme","repository":"https://github.com/SarutobiSasuke8/mcp-dashboard/blob/main/CHANGELOG.md","version":"1.0.0","license":null,"protocols":["mcp"],"tags":["mcp","model-context-protocol","dashboard","claude-code","codex"],"pricing":null,"endpoints":[{"url":"pypi:mcp-dashboard","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"analytics.reporting","name":"Reporting & Dashboards","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.859,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.825,"provenance":"derived"}],"categories":["analytics","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"mcp-dashboard","registry":"pypi","observedAt":"2026-10-28T10:24:35.267Z","publishedAt":"2026-08-28T15:13:02.758763Z","latestVersion":"1.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-dashboard","url":"https://pypi.org/project/mcp-dashboard/","firstSeenAt":"2026-09-10T01:19:50.852Z","fetchedAt":"2026-10-28T10:23:56.431Z","normalizedAt":"2026-10-28T10:23:56.431Z"}]},"firstSeenAt":"2026-09-10T01:19:50.852Z","updatedAt":"2026-10-28T10:24:35.267Z"}