MCP progressive tool loading optimizer

Load only the MCP tools your agents need.

Load only the MCP tools your agents need, before context waste turns into cost and latency.

Paste a server-card, tools/list response, or agent trace to preview catalog token waste, schema bloat, progressive index output, and client loading recommendations.

View pricing plans

Token budget Schema slimming Trace replay CI gate

Server-card or tools/list URL Catalog or trace file

Context waste 41% High savings

Tool names

Descriptions

Schemas

Examples

Schema bulkcreate_invoice can be lazy-loaded after intent selection.

Repeated textTool descriptions repeat customer and invoice vocabulary.

CI gateAlways-loaded catalog exceeds the Team policy by 1.8k estimated tokens.

Report preview

{
  "eagerTokens": 6420,
  "progressiveTokens": 3780,
  "estimatedSavings": "41%",
  "lazyLoad": ["create_invoice", "sync_warehouse"]
}

Budget report

Everything platform teams need before a catalog grows again.

Tool budget

Live preview

Tool	Est. tokens	Load plan
search_accounts	820	Eager index
create_invoice	2,140	Lazy schema
sync_warehouse	1,480	Intent gated
list_regions	230	Eager index

Progressive index

Team plan

Parse catalogSplit names, descriptions, schemas, enums, and examples.
Group intentsBuild an eager index from concise routing hints.
Move heavy schemasAttach full schemas to on-demand manifests.
Replay tracesCheck that agent tasks still choose the right tools.

Report history

Workspace

Billing MCP catalog41% estimated savings - CI gate ready

Database MCP catalog28% estimated savings - schema examples moved

Support MCP catalog19% estimated savings - eager index approved

Audit log

Usage safe

analyze_catalog_budgetok - team plan - token mlb_live_8f...

generate_progressive_indexok - manifest exported - order 7c62...

monitor_catalog_driftreview - eager tokens +18% since prior scan

Paid remote MCP

Checkout, claim a token once, then automate catalog budgets from agents.

MCPLoad Budgeter exposes five fixed tools: analyze_catalog_budget, generate_progressive_index, replay_trace_budget, compare_client_loading, and monitor_catalog_drift. The endpoint rejects unauthorized calls and logs only safe usage summaries.

{
  "endpoint": "https://mcploadbudgeter.space/mcp",
  "auth": "Authorization: Bearer ",
  "tool": "analyze_catalog_budget",
  "returns": ["budget", "savings", "progressiveManifest", "ciGate"]
}

Pricing

Choose the catalog budget capacity your team needs.

Team annual is selected by default. Annual billing is 50% off and checkout opens through Polar.

Builder

For solo builders optimizing up to 20 MCP servers before launch.

$49/mo

Annual checkout bills $294/year after the 50% annual discount.

20 MCP server budgets
Tool schema token estimates
Progressive index export
One paid MCP token

Default

Team

For agent platform teams running shared catalogs, CI gates, and trace replay.

$149/mo

Annual checkout bills $894/year after the 50% annual discount.

200 MCP server budgets
Trace replay for loading plans
CI gate for over-budget catalogs
Team report history and API access

Platform

For platform owners managing thousands of tools across agent clients.

$499/mo

Annual checkout bills $2994/year after the 50% annual discount.

2,000 MCP server budgets
Private manifest policies
Client compatibility reports
Priority implementation support

Related AI workflow reference

Teams comparing workflow plans with launch and market assumptions can also review MiroFish AI Simulator, a companion reference for simulation-style product reasoning.