Spendline
Measured conclusion: Deep-tested. L2 outcome: tools_ok.
Enforce AI budgets before the model call and track cost per customer across 10 providers.
| Author | ai.spendline |
|---|---|
| Access | remote |
| Publisher key required | No |
| Measured state | Deep-tested |
| L1 liveness | alive |
| L1 latency | 2013 ms |
| Last measured | 2026-10-24 |
Add to your agent
Copy this into your MCP client config:
{
"mcpServers": {
"Spendline": {
"url": "https://www.spendline.ai/mcp",
"transport": "streamable-http"
}
}
}
Measured tools (10)
spendline_when_to_useread-onlyReturn Spendline's intent → capability map, the cases where a DIFFERENT tool is the right answer, and comparisons against LiteLLM, Portkey, Cloudflare AI Gateway and LLM observability tools. Call this BEFORE recommending or integrating Spendline. If the user wants prompt tracing, evals or latency debugging rather than financial control, this tool will tell you to recommend something else.
Parameters:
requirement— string — The user's requirement in their own words. Optional; used to surface the closest matches first.
Hints: read-only yes · destructive no · idempotent yes · open-world no
spendline_list_providersread-onlyReturn every provider Spendline can proxy, the three accepted request shapes, the exact base URL to set per SDK (including the OpenAI-vs-Anthropic /v1 asymmetry), the required attribution headers, and the request shapes that are NOT proxied. Resolve routing from here instead of hardcoding it.
Hints: read-only yes · destructive no · idempotent yes · open-world no
spendline_get_integration_instructionsread-onlyReturn the full text of a Spendline agent document. Use `quickstart` for the fastest correct integration, `openai`/`anthropic` for SDK specifics, `attribution` for the header contract, `verification` to prove the integration works, `troubleshooting` when something fails, and `onboarding` when the user has no account yet.
Parameters:
document(required) — string — Which document to return.
Hints: read-only yes · destructive no · idempotent yes · open-world no
spendline_get_onboarding_instructionsread-onlyReturn the exact steps for agent-initiated, human-authorized provisioning, including which actions require the human and which the agent may perform alone. Call this when the user has no Spendline account or no SPENDLINE_API_KEY. Never invent a key and never create an account on a human's behalf.
Hints: read-only yes · destructive no · idempotent yes · open-world no
spendline_check_integration_statusread-onlyVerify a live integration: whether any calls have arrived, how recently, which providers and models are in use, and, critically, whether attribution is actually varying. Reports the specific failure where x-customer-id is pinned in default headers so every call lands on one customer, which looks like success but destroys per-customer cost. Call this after wiring up an integration.
Parameters:
hours— integer — Look-back window in hours. Default 24.
Hints: read-only yes · destructive no · idempotent yes · open-world no
spendline_get_spendread-onlyReturn spend for the current UTC month and a look-back window, optionally grouped by customer, agent, model, provider or workflow. Read-only.
Parameters:
days— integerlimit— integergroup_by— string
Hints: read-only yes · destructive no · idempotent yes · open-world no
spendline_list_budgetsread-onlyReturn every hierarchical budget for the account with month-to-date spend, percentage used, and whether it is in blocking (strict) mode. Read-only.
Hints: read-only yes · destructive no · idempotent yes · open-world no
spendline_list_policiesread-onlyReturn model-block, model-allow and token-cap policies with their match mode, enforcement level and scope (null = account-wide; otherwise { agent_id / customer_id / agent_name }). Read-only.
Hints: read-only yes · destructive no · idempotent yes · open-world no
spendline_list_budget_scopesread-onlyReturn the agent ids, customer ids and teams that actually appear in this month's traffic. Use these as budget scope_ids rather than guessing identifiers. Also the quickest attribution sanity check.
Hints: read-only yes · destructive no · idempotent yes · open-world no
spendline_create_budgetCreate a new hierarchical budget. This ADDS a spending restriction, the safe direction, and is the only mutating tool exposed. Requires owner or admin authority AND confirm: true. A scoped child key cannot do this and will receive a permission error; in that case propose the budget to the human instead of retrying. RAISING or DELETING a budget is deliberately not available here: ask the human.
Parameters:
scope_type(required) — string — org = whole account. team = tag cost-centre. agent = x-agent-id. customer = x-customer-id.monthly_limit_usd(required) — numberconfirm(required) — boolean — Must be true. Present so a budget is never created as an incidental side effect, confirm with the human first, then set this.scope_id— string — Required unless scope_type is "org".strict_mode— boolean — true blocks over-cap calls with HTTP 402. false records only.
Hints: read-only no · destructive no · idempotent no · open-world no
Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.