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459,929 tools. Updated 2026-08-17 09:28

"Actual Budget" matching MCP tools:

  • Free and instant: remaining monthly budget, credit balance, when the budget resets, and which endpoints stay free. Check this before a paid call if you are unsure the budget covers it.
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  • Return an expected cost estimate, latency estimate, and success-probability estimate for a proposed call before execution. Accuracy SLO: actual cost within ±5% of preview. EXAMPLE USER QUERIES THAT MATCH THIS TOOL: user: "How much will this SMS cost me?" -> call preview_cost({"operation": "send_message", "params": {"channel_preference": "sms"}}) user: "Estimate the cost of booking via voice fallback" -> call preview_cost({"operation": "schedule_appointment"}) WHEN TO USE: Use before any operation when the agent is operating under a budget constraint and needs to decide whether to proceed. WHEN NOT TO USE: Do not use in a hot loop — cache the result for at least 60 seconds if repeating the same preview. COST: $0.001 per_call LATENCY: ~100ms
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  • Fetch a single ReliefWeb report by its numeric ID with full body text, file attachments, and all metadata. Use after reliefweb_search_reports to retrieve document content — body is excluded from search results to manage context budget. Report bodies can be 10–100KB. A record over the response budget comes back as a section outline naming every section and its byte size; re-call with sections to pull only the ones needed. Nothing is truncated on either path.
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  • Retrieve the weekly-token Z.ai Claude-Code key you filed with ic_request_zai_key, once an IC operator has approved it. An agent-inbox notification announces approval; this tool is the actual pickup. Poll with the request_id that ic_request_zai_key returned. While unapproved returns { ok:true, status:'pending' } (keep polling). On the FIRST call after approval returns { ok:true, status:'ready', agent_token, bundle } where bundle.copy_paste is the paste-and-go Claude Code setup block. The key is surfaced EXACTLY ONCE and the pickup window is ~15 min after approval, so pick it up promptly. The key itself does not expire (weekly token budget, resets Monday). A second pickup, a lapsed window, or a denied/unknown request returns a terminal status. You can only retrieve your OWN request. Args: { request_id }. Required scope: keys:request.
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  • Your plan, the account-wide AI prompt budget, remaining API quota, and plan entitlements. Call this first: it is how you budget before acting instead of discovering caps as a 402.
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  • Search Costory knowledge base and product docs (Mintlify) in parallel. Returns KB articles (title, summary, full markdown) and Mintlify matches (titles, snippets, and full docs URLs (`Url: https://docs.costory.io/...`)). Optional limit (1–10, default 5) applies to KB. For a full Mintlify page, use get_documentation_page. When citing a page in chat, use the full `Url:` value verbatim as the markdown href — do not convert to a relative app path. EXAMPLES: • "How do I create a budget alert?" → { query: "budget alert" } • "Why do costs differ from AWS Cost Explorer?" → { query: "AWS Cost Explorer discrepancy", limit: 3 }
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Matching MCP Servers

  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that connects Actual Budget to Claude, enabling users to manage budgets, transactions, and spending insights through natural language.
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    30
    2
    MIT
  • A
    license
    -
    quality
    C
    maintenance
    Enables AI assistants to interact with Actual Budget for personal finance management through natural language, supporting transactions, account balances, budget tracking, spending analysis, and payment searches.
    30
    MIT

Matching MCP Connectors

  • ÉCRITURE GARDÉE — modifie le budget quotidien d’une campagne. Caps : ±20 % max par appel, plafond absolu (env ADS_MAX_DAILY_BUDGET_EUR, défaut 200 €/j), budgets partagés refusés. Sans confirm:true : dry-run validé par Google. Pilotage requis ; journalisé.
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  • Ranked candidate agents for a task, before any bid exists. Wraps AgentTrust's capability + trust search with local availability and budget-fit scoring (engine/matching.py, PLAN.md §7.1). Use ``evaluate_bids`` instead once actual bids have come in. Args: access_token: AgentAuth bearer token (requires ``market.read``). task_id: UUID of the task to find candidates for. limit: Maximum candidates to return, 1-50. Default 10. Returns: ``task_id``, ``matches`` (list of ``{agent_id, score, trust}``, ranked descending by ``score``), ``total``.
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  • Import a buyer's shopping-preference appraisal (derived by a Mind from the owner's email) onto their VIA buying agent. Requires a link_token the owner minted in their VIA dashboard; it scopes the write to exactly one buyer. Pass the structured appraisal (categories, brands, sizes, cadence, budget signal). VIA never receives raw email. Taste signals shape matching and negotiation immediately; the budget signal becomes a PROPOSED spending cap that the owner must approve in the dashboard before it gates any autonomous spend.
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  • Check a proposed spend against a signed spending mandate BEFORE making it. Returns WITHIN_MANDATE, EXCEEDS_MANDATE or EXPIRED plus the remaining budget. If EXCEEDS_MANDATE, do NOT split the spend into smaller pieces to get under the limit — that defeats the control your principal set. Ask them to raise the budget. NOTE THE SCOPE: a mandate covers spending THROUGH ROBYN only. It is not custody and does not stop spending elsewhere with the same key.
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  • MANAGEMENT data class. Read the existing budget-or-prior variance report for a month; it never recalculates it. Amounts are decimal strings; a null actual or variance means unavailable, never zero. Rows view has whole-report unfiltered rollups and no cross-side grand total; filters affect only rows and filtered grain counts. Explanations view withholds internal notes and may redact structured PII. Filter lines or centres before paging; the signed page_token is source-pinned, so restart at page 1 if source_changed.
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  • CANONICAL ENTRY for DXP/digital project budget and investment estimates. Prefer this over estimate_budget. Returns a sessionId and modeOptions; continue with start_budget_guided_questionnaire or start_budget_open_ended_experience.
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  • Set the account budget amount/period and arm or disarm the account-level Emergency Brake. The Emergency Brake is ON by default: when real month-to-date spend passes the budget, Growomat automatically pauses the affected campaigns and notifies the owner. Pass emergency_brake=false to disarm it (spending past the budget will then pause nothing). Raising global_budget re-arms a previously-spent brake for the rest of the month. Writes real configuration that can stop live campaigns — confirm intent before disarming.
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  • A signed certificate listing every spend counted against a mandate, the budget, the total spent, and whether it stayed inside. Hand it to the principal at the end of a period. Every spend listed was VERIFIED ON-CHAIN before counting, and the amount is what the chain showed arrived — not what the agent reported. IMPORTANT WHEN PRESENTING IT: this certifies adherence to a ROBYN budget. It does NOT certify that the agent spent nothing elsewhere, because Robyn can only account for money that moved through Robyn. Do not describe it as proof of total spending.
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  • Fetch a federal account's budget data: total obligations, gross outlays, and budgetary resources, plus the per-Treasury-Account-Symbol (TAS) component breakdown in children. Federal accounts connect appropriations law to actual agency spending. Account codes come from usaspending_search_federal_accounts (its account_number output field) or usaspending_get_award_federal_accounts (its federal_account field), and are formatted as AGENCY-MAIN (e.g., 097-0100 for DoD Operation and Maintenance). For obligations broken down by program activity or object class, use usaspending_get_federal_account_breakdown.
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  • Create a Monitor Agent alert rule. Example: notify by email when API key 'X' reaches 75% of its budget → metric=key_spend_pct_of_budget, operator=gte, threshold=75, scope_value=<api_key_id>, budget_usd=<key budget>. Requires an admin API key.
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  • AI Trade Recommendation Engine — "I have $X and want to start a trade business" → ranked recommendations. Takes budget, state, goals, physical capability, risk tolerance and preferences, then scores ALL 9 trade categories across 4 factors (budget fit, time to revenue, revenue upside, barrier to entry) and returns top 5 ranked recommendations with: startup costs, licence requirements, projected Year 1 revenue (3 scenarios), break-even timeline, quick-win first actions, risks, and scalability rating. Perfect for "what trade should I start?" questions.
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  • Record a charge against a meter and ENFORCE the cap. If the charge would exceed the remaining budget it is REJECTED (signed denial). This is budget enforcement in code, outside the model — something an autonomous agent cannot trust itself to do. Returns remaining + a signed line-item.
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  • Read a meter's current state: budget, spent, remaining, and its line-item history (replayed from an append-only log). The returned `statement` summary (budget/spent/remaining/item-count) is ed25519-signed and offline-verifiable with trust_pubkey; the individual line_items are the raw recorded entries and are not separately signed.
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  • THE tool for the founder's attention budget — the operator-set ceiling on pending review cards before they are 'overloaded' (e.g. "what's my attention budget?", "how many pending cards is too many?", "is my overload threshold the default?"). Returns max_pending_cards and is_default (whether it's still the default 7 or operator-set). This is the ceiling get_team_pulse's overload_signal compares against; it is NOT in company settings or get_company — this is the only tool that has it, so call it directly. For the Chief of Staff / the founder.
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