// SCAN REPORT

RAM Prices MCP Server

25 tools. 3 can modify or destroy data without limits.

3 write tools that can modify data. Rate limits recommended.

Last updated: 30 Jun 2026

3 can modify or destroy data

22 read-only

25 tools total

Community server · catalogue entry verified 30/06/2026

How to control RAM Prices MCP Server ↓

TOOL MAP

What RAM Prices MCP Server exposes to your agents

Read (22) Write / Execute (3) Destructive / Financial (0)

Running more than one server? Check your whole stack →

MOST DANGEROUS TOOLS

High Risk

The most dangerous RAM Prices MCP Server tools

Write · Medium ram_add_product This tool creates or updates product metadata in the cache/database. Write · Medium ram_refresh This tool writes new data into the cache by fetching and storing updated product information. Write · Medium ram_refresh_range This tool fetches/updates cached price data for a specified quarter range, overwriting existing cached entries.

3 of RAM Prices MCP Server's 25 tools can modify, destroy, or commit something on every call — and an agent calls them with no built-in limits.

POLICY

How to control RAM Prices MCP Server

PolicyLayer is an MCP gateway — it sits between your AI agents and RAM Prices MCP Server, and nothing reaches the server without passing your rules. These are the rules we recommend:

Rate limit write operations

{
  "ram_add_product": {
    "limits": [
      {
        "counter": "ram_add_product_per_hour",
        "window": "hour",
        "max": 30,
        "scope": "grant"
      }
    ]
  }
}

Prevents bulk unintended modifications from agents caught in loops.

Cap read operations

{
  "ram_cache_status": {
    "limits": [
      {
        "counter": "ram_cache_status_per_minute",
        "window": "minute",
        "max": 60,
        "scope": "grant"
      }
    ]
  }
}

Controls API costs and prevents retry loops from exhausting upstream rate limits.

Create a free account and register RAM Prices MCP Server — nothing to install.
Add these rules — paste them, or build them visually. Tune the limits to your setup.
Point your MCP client (Claude, Cursor, anything) at your gateway URL.

ENFORCE POLICY ON RAM PRICES →

Instant setup, no code required.

FULL CATALOGUE

All 25 RAM Prices MCP Server tools

WRITE 3 tools

Write ram_add_product Add or update product metadata. Write ram_refresh Refresh product data into cache. Write ram_refresh_range Refresh only a specific quarter range (inclusive), e.g. 2020q2..2025q4.

READ 22 tools

Read ram_cache_status Show cache coverage and last fetch times. Read ram_discover_periods Discover available quarter periods from the base product page. Read ram_export Export cached raw points in CSV or JSONL (returned as text). Read ram_forecast Forecast weekly series for the selected field. Read ram_forecast_compare Compare models via holdout MAPE and return the best. Read ram_get_dataset_signature Return a stable hash signature of the cached dataset (useful for reproducible forecasts). Read ram_get_history Return cached history (optionally refresh first). Read ram_get_latest Return the latest cached data point (optionally refresh first). Read ram_get_series Return a date/value series derived from raw points. Read ram_get_spread Return high-low spread and spread percentage (relative to avg). Read ram_growth Convenience growth metrics from the latest value (1w/4w/13w/52w). Read ram_integrity_check Run DB-level integrity checks and basic data sanity scans. Read ram_list_products List configured products (product_id -> metadata). Read ram_memory_history Return memory.csv rows for a given memory type (or all). Read ram_memory_types List available memory types from hblok.net memory.csv. Read ram_regime_detect Simple regime/change-point detection using z-score on 1-week returns. Read ram_render_memory_chart Render a PNG chart for a specific memory type from memory.csv. Read ram_render_price_chart ram_render_price_chart Read ram_returns Compute returns for a weekly forward-filled series. Read ram_rolling_stats Rolling mean/std/z-score on weekly forward-filled series. Read ram_validate Validate series quality: large gaps and large weekly jumps in avg. Read ram_verify_sorting Verify that DB returns points ordered by date ASC and dates are ISO-valid.

FAQ

Questions about RAM Prices MCP Server

How do I prevent bulk modifications through RAM Prices MCP Server? +

The RAM Prices MCP Server server has 3 write tools including ram_add_product, ram_refresh, ram_refresh_range. Set a rate limit in your policy -- for example, 10 calls per hour prevents an agent from making more than 10 modifications per hour. PolicyLayer enforces this at the gateway, before calls reach RAM Prices MCP Server.

How many tools does the RAM Prices MCP Server MCP server expose? +

25 tools across 2 categories: Read, Write. 22 are read-only. 3 can modify, create, or delete data.

How do I enforce a policy on RAM Prices MCP Server? +

Register the RAM Prices MCP Server MCP server in PolicyLayer, apply the suggested rules above (adjust the limits to your use case), and point your AI client at the PolicyLayer proxy URL instead of the server directly. Your agents keep the same tools; PolicyLayer evaluates every call against policy before it executes. Nothing to install, live in minutes.

Enforce policy on every RAM Prices MCP Server tool call.

Deterministic rules across all 25 RAM Prices MCP Server tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

ENFORCE POLICY ON RAM PRICES →

Instant setup, no code required.

25 RAM Prices MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.