Remote MCP server offering paid, advisory checks on agent context compaction, intent routing, spend limits and API billing reconciliation, with free examples.
What you can do
Inspect free examples and current service status, including readiness, input limits, pricing and retention, before integrating or paying. Get a blank-line compaction candidate for agent context, preserving words and role headers, for human review. Classify text with a bounded keyword heuristic as an intent-routing suggestion. Compare a proposed downstream cost against caller-supplied limits and history as an advisory spend check. Reconcile supplied billing and usage records by request ID, amount and currency, flagging missing or mismatched entries.
When to use it
Use when you want a second, advisory opinion on agent context size, intent routing, a proposed spend, or mismatches between API billing and usage records, and you accept paying per accepted analysis in USDC.
Requirements
A remote streamable HTTP endpoint; no local package, environment variables or headers are declared. Payment is in USDC per accepted analysis via x402; the example and status tools are free and need no wallet authorization.
Before you install
Most tools charge USDC per accepted analysis, including unfavorable results, so costs accrue even when the advice is negative. All outputs are advisory only: they do not authenticate policy, reserve funds, issue authorization, block calls, verify telemetry or post to accounting. You supply the billing, usage and limit data being compared.
Enable the server for the chats that should use its tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Use with an agent
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.ashevilleislove%2Fardaro-agent-utilities/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.
Return a blank-line compaction candidate for human review. Preserves words and role headers. No verified token savings, semantic equivalence or speed improvement. Paid: 0.05 USDC per accepted analysis, including an unfavorable advisory result. Check get_utility_service_status with service='compress_agent_context' and the free fixed example first. Owner-authorized x402 payment is required; tool discovery does not authorize spending.
Parametersraw_conversation_historyrequired
route_model_intent
Intent classification review
Classify text with a bounded keyword heuristic for human review. Does not execute a model, select a verified cheapest model or prove routing savings. Paid: 0.15 USDC per accepted analysis, including an unfavorable advisory result. Check get_utility_service_status with service='route_model_intent' and the free fixed example first. Owner-authorized x402 payment is required; tool discovery does not authorize spending.
Parametersintent_payloadrequired
authorize_agent_spend
Advisory spending check
Compare a proposed downstream cost with caller-supplied limits and history. Advisory only: does not authenticate policy, reserve funds, issue authorization or block external API calls. Evaluation excludes this service fee. Paid: 0.10 USDC per accepted analysis, including an unfavorable advisory result. Check get_utility_service_status with service='authorize_agent_spend' and the free fixed example first. Owner-authorized x402 payment is required; tool discovery does not authorize spending.
Compare supplied billing and usage records by request ID, exact amount and currency. Flags missing or mismatched records. Does not authenticate telemetry, verify delivery or post to accounting. Paid: 0.25 USDC per accepted analysis, including an unfavorable advisory result. Check get_utility_service_status with service='reconcile_api_ledger' and the free fixed example first. Owner-authorized x402 payment is required; tool discovery does not authorize spending.
Inspect a fixed synthetic request and expected result before integrating or paying. Select service from the enum; no caller document is accepted, processed or stored. Returns service and details containing that service's example. Free; no wallet authorization. Use get_utility_service_status for current readiness, prices and retention instead.
Parametersservicerequired
get_utility_service_status
Get utility readiness and terms
Check the selected service's current runtime readiness, input limits, pricing and retention before use. Returns service and details; ready=false means the underlying service is unavailable. Free cached runtime read; no external probe, payment, analysis or historical document retrieval. Use get_utility_example for a fixed integration sample instead.
Parametersservicerequired
Version history
1
v1.4.0LatestSep 16, 2026
Score
83%
83% 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.
Reached in the last 30 daysRequired25 pts
Auth declaredRequired10 pts
Tools listedRequired15 pts
DescriptionRequired15 pts
Logo10 pts
Documentation15 pts
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
LicenseNot applicable
A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.
