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Read one opt-in public UsageMax profile and aggregate statistics.
handlerequiredio.github.SYMBaiEXPublished by GitHub account SYMBaiEXv1.0.0Updated Oct 24, 2026
Read-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data.
Read-only remote MCP server for UsageMax that lets an assistant look up opt-in public AI usage profiles, leaderboards, network statistics and cited docs.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/io.github.SYMBaiEX%2Fusagemax/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Add this to your client's mcpServers config.
{
"mcpServers": {
"usagemax-public-observability": {
"type": "http",
"url": "https://usagemax.com/mcp"
}
}
}Your AI work, in perspective.
A private-by-default usage ledger for people and teams building with AI.
Live app · Docs · Integrations · Pricing · How we count · Issues
[Checks] [CodeQL] [npm package] [MIT license]
[usage-observability on skills.sh] [enterprise-reporting on skills.sh] [collector-diagnostics on skills.sh]
UsageMax reconciles the AI usage histories already on your computers into one clear view of tokens, model mix, tracked cost, sessions, and activity. The open-source CLI performs bounded local scans and uploads aggregate snapshots to the versioned UsageMax API.
The short version: one-shot collector, private by default, public only by choice. Prompts and completions never leave the computer.
The physical HUD/screen project is intentionally separate from this repository. It can consume UsageMax telemetry, but it is not required to use the platform.
Sign in at usagemax.com/account, choose Link a computer, give it a name, and copy the one-use command. The code is valid for ten minutes and can be used once.
Run the command on the computer or WSL distribution that owns the history:
The first link performs a full one-shot sync. Every installation receives a stable random ID, so relinking or renaming it rotates its key without creating a duplicate device.
The CLI checks npm's latest dist-tag at most twice per day. Run
usagemax update to update a global installation through Bun or npm; use
--check for a read-only check. Run usagemax update sync to hand a command
to the current release without typing @latest, or set USAGEMAX_AUTO_UPDATE=1 for an
explicit automatic handoff. Use --no-update-check or set
USAGEMAX_DISABLE_UPDATE_CHECK=1 in offline environments. Interactive
terminals show a small stderr progress line; JSON,
quiet, CI, and scheduled runs remain machine-readable and quiet.
UsageMax pins ccusage v20.0.24 and uses its 16 adapters: Amp, Claude Code, Codebuff, Codex, GitHub Copilot CLI, Factory Droid, Gemini CLI, Goose, Grok Build, Hermes, Kilo Code, Kimi CLI, OpenClaw, OpenCode, Pi, and Qwen Code. Named Pi-format stores are discovered as well.
The collector recognizes supported provider overrides, bounded home locations,
Claude Desktop sessions, .cc-mirror, renamed Claude/Codex backup folders, and
supported Windows homes from WSL. Normal syncs inspect known locations and
immediate home entries; they do not crawl the whole disk.
Full scans can catalog retained history from 2024 onward. A readable file
inventory is not proof that an aggregate parser consumed every file and day.
UsageMax reports those two states separately; counter decreases and missing
rows remain protected unless the parser explicitly certifies its coverage.
Unknown models stay unattributed; unknown pricing stays unknown.
Cursor, Windsurf, Aider, Continue, Cline, Roo Code, hosted agents, direct provider API traffic, and enterprise billing systems do not all expose a stable local ledger. Feed those through the native or OTLP/HTTP JSON contract, or use a provider billing export when local evidence is unavailable.
The CLI is short-lived. It skips unchanged inventories, parses only the necessary date range, uses a local lock to prevent overlap, and never downloads a package per run. Optional scheduling invokes the same one-shot process and backs off after failures.
Scheduling is opt-in. macOS uses a user LaunchAgent, Linux/WSL uses a user systemd timer, and Windows uses Task Scheduler. Sleeping or battery-powered computers are not needlessly woken.
UsageMax has separate credentials for website sign-in, one-use linking, and
collector writes. A collector key is exactly umx_ followed by 64 lowercase
hexadecimal characters. It is generated server-side, displayed once, stored
locally with user-only permissions, and stored by UsageMax only as a SHA-256
hash.
For an Advanced · custom telemetry collector key, pipe the secret through stdin. Never put it in a command-line argument, URL, request body, repository, or log:
token status and telemetry test are included in CLI 0.3.11. If a fresh
environment still has an older npm tag, run usagemax update token status or use
node packages/cli/src/cli.js token status from this repository until the new
package is published.
To prove the authenticated write path, send one content-free agent_state
event with all token and cost values set to zero:
This writes one observability event and does not change token or spend totals. An unbound advanced key becomes bound to this CLI installation on its first accepted write. The CLI returns a non-zero exit code if the credential cannot ingest or the API rejects the event.
The numeric projection is deliberately small:
The read-only diagnostic reports credential type, scopes, activation state, profile/name, binding state, and last accepted/rejected write. It never returns the token, its hash, or the authorized UUID. Advanced keys are active immediately; they bind on the first valid write. Linked CLI keys are bound during the link exchange.
Public reads are bounded and unauthenticated. The public MCP servers are stateless, read-only, and do not expose private workspace data or collector credentials. Collector ingestion is a separate authenticated API boundary.
For the documentation map, start with docs/README.md. It separates public product and integration guidance from contributor, operator, release, and historical records.
The public MCP server is published in the official Registry as
io.github.SYMBaiEX/[email protected].
The server.json file is the versioned source metadata for that
listing; it contains no package or credential claim. The three skills/ cards
have valid name and description frontmatter and are indexed on
skills.sh:
The digest-pinned Agent Skills index is the deployed inventory; the raw GitHub files are the install sources. The directory's automated security audit state is external to this repository and can change independently of these files.
Requirements: Bun 1.4.2 and Node.js 20 or newer. The web app also needs a configured Convex development deployment.
For local web development, configure an ignored .env.local, then run
bunx convex dev and bun run dev. See
CONTRIBUTING.md for contribution boundaries and
docs/RELEASE.md for release gates.
UsageMax is released under the MIT License. Third-party dependency notices are in NOTICE.md. Please report suspected vulnerabilities privately through SECURITY.md, not a public issue.
Source: README.md at commit 7e0dc79
Read public profile
Read one opt-in public UsageMax profile and aggregate statistics.
handlerequiredRead public leaderboard
Read the public UsageMax leaderboard (maximum 100 rows).
metricperiodRead network statistics
Read aggregate public UsageMax network statistics and render the optional inline observability view.
Takes no parameters.
Ask UsageMax documentation
Ask a bounded natural-language question about UsageMax and receive cited public resources.
queryrequired100% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
bunx usagemax link UMX-XXXX-XXXX-XXXX-XXXX
# Optional explicit name; the account keeps this name for the installation.bunx usagemax link UMX-XXXX-XXXX-XXXX-XXXX --name "Work laptop"bunx usagemax sync --dry-run --explain # inspect the bounded planbunx usagemax sync # upload changed usagebunx usagemax sync --full # reconcile all retained historybunx usagemax status --remote # check the saved credential safelybunx usagemax doctor # metadata-only coverage checkbunx usagemax doctor --deep --json # retained-history auditbunx usagemax sync --archives # one-time compressed-history recoverybunx usagemax report # local ccusage reportbunx usagemax status --json # version, coverage, checkpoints, and link statebunx usagemax update --json # machine-readable npm release checkbun install -g usagemaxusagemax service install # approximately every 15 minutesusagemax service install --every 30usagemax service statususagemax service uninstallset +xset -o pipefailprintf '%s' "$USAGEMAX_COLLECTOR_TOKEN" \ | bunx usagemax token status \ --json \ | jq -r '[.httpStatus, (if .ingestAuthorized then 1 else 0 end)] | @tsv'set +xset -o pipefailprintf '%s' "$USAGEMAX_COLLECTOR_TOKEN" \ | bunx usagemax telemetry test \ --token-stdin \ --jsonsrc/ Next.js web app, public routes, docs, and UIconvex/ Convex schema, authorization, ingestion, and projectionspackages/cli/ Distributable `usagemax` packagedocs/ Architecture, contracts, coverage, operations, and releasesskills/ Direct-installable agent skills and source notesserver.json MCP Registry submission metadata for the public remote servernpx skills add SYMBaiEX/usagemax --skill usage-observabilitynpx skills add SYMBaiEX/usagemax --skill enterprise-reportingnpx skills add SYMBaiEX/usagemax --skill collector-diagnosticsbun installbun run check # lint, typecheck, tests, and production buildbun run cli:pack # verify the publishable CLI archive