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Pre-flight query cost and result-size guardrails for AI agents on BigQuery, Snowflake, Databricks
Cost Guard MCP 是 ChatHome Skills 收录的 MCP 条目,来源为 Official MCP Registry,质量分 78/100。 作为 Model Context Protocol 服务器,它向 Claude、Cursor、Copilot 等兼容 MCP 的 LLM 客户端暴露可直接调用的工具,让 agent 的能力超出模型内置范围。 该条目由 ChatHome Skills 的每日抓取从官方 registry 和 GitHub 发现查询中收录,每次运行都会重新核验仓库事实、新鲜度信号和安装元数据。 质量分综合了官方 registry 收录情况、可用安装命令、许可证完整性、仓库活跃度和 GitHub star 趋势,完整算法说明见来源页。安装命令已列于上方,可直接复制使用。 在将 Cost Guard MCP 加入生产 agent 工作流前,请核对上方的最近更新日期和仓库状态——下方事实快照是最近一次抓取的时点值。
uvx cost-guard-mcp==0.6.0运行此命令前,请先核对上游源码。
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-10-19T17:04:04.26828Z",
"publishedAt": "2026-10-19T17:04:04.26828Z",
"statusChangedAt": "2026-10-19T17:04:04.26828Z"
}
},
"server": {
"name": "io.github.mcpsmiths/cost-guard-mcp",
"title": "Cost Guard MCP",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "0.6.0",
"packages": [
{
"version": "0.6.0",
"transport": {
"type": "stdio"
},
"identifier": "cost-guard-mcp",
"registryType": "pypi",
"environmentVariables": [
{
"name": "GOOGLE_APPLICATION_CREDENTIALS",
"isSecret": true,
"description": "BigQuery: path to a service-account key file (Application Default Credentials). Required to use the bigquery engine."
},
{
"name": "SNOWFLAKE_ACCOUNT",
"description": "Snowflake: account identifier. Required to use the snowflake engine."
},
{
"name": "SNOWFLAKE_USER",
"description": "Snowflake: username. Required to use the snowflake engine."
},
{
"name": "SNOWFLAKE_ROLE",
"description": "Snowflake: role to assume. Required to use the snowflake engine; has no default and must never be ACCOUNTADMIN (ACCOUNTADMIN, SECURITYADMIN and ORGADMIN are rejected before any Snowflake connection is opened - the check runs when the Snowflake configuration is first loaded, on the first Snowflake tool call; the server process itself starts regardless, so a bad role surfaces as a failed check_credentials or a tool error, not as a startup exit)."
},
{
"name": "SNOWFLAKE_SECONDARY_ROLES",
"description": "Snowflake: secondary roles activated at login. NONE (default) means only SNOWFLAKE_ROLE is active in the session; ALL is the explicit opt-out that activates every role granted to SNOWFLAKE_USER."
},
{
"name": "SNOWFLAKE_PRIVATE_KEY_PATH",
"isSecret": true,
"description": "Snowflake: path to an RSA private key file for key-pair auth (preferred over SNOWFLAKE_PASSWORD). Either this or SNOWFLAKE_PASSWORD is required to use the snowflake engine."
},
{
"name": "SNOWFLAKE_PRIVATE_KEY_PASSPHRASE",
"isSecret": true,
"description": "Snowflake: passphrase for an encrypted SNOWFLAKE_PRIVATE_KEY_PATH key file, if the key is encrypted."
},
{
"name": "SNOWFLAKE_PASSWORD",
"isSecret": true,
"description": "Snowflake: password (discouraged; prefer SNOWFLAKE_PRIVATE_KEY_PATH). Either this or SNOWFLAKE_PRIVATE_KEY_PATH is required to use the snowflake engine."
},
{
"name": "SNOWFLAKE_EDITION",
"description": "Snowflake: account edition that sets the USD/credit price of estimates - standard (default), enterprise, business_critical or vps. The per-call edition argument can only raise it."
},
{
"name": "DATABRICKS_SERVER_HOSTNAME",
"description": "Databricks: SQL warehouse server hostname (e.g. my-workspace.cloud.databricks.com, no scheme, no trailing slash). Required to use the databricks engine."
},
{
"name": "DATABRICKS_HTTP_PATH",
"description": "Databricks: SQL warehouse HTTP path (from the warehouse's Connection Details tab, e.g. /sql/1.0/warehouses/<warehouse-id>). Required to use the databricks engine."
},
{
"name": "DATABRICKS_TOKEN",
"isSecret": true,
"description": "Databricks: personal access token (simplest auth option). Either this or DATABRICKS_CLIENT_ID + DATABRICKS_CLIENT_SECRET is required to use the databricks engine."
},
{
"name": "DATABRICKS_CLIENT_ID",
"description": "Databricks: OAuth machine-to-machine service-principal client ID (preferred for automated use). Requires DATABRICKS_CLIENT_SECRET as well."
},
{
"name": "DATABRICKS_CLIENT_SECRET",
"isSecret": true,
"description": "Databricks: OAuth machine-to-machine service-principal client secret. Requires DATABRICKS_CLIENT_ID as well."
},
{
"name": "COST_GUARD_ALLOW_MULTI_STATEMENT_SQL",
"description": "Set to 1 to let estimate_query_cost/run_query_bounded accept text containing more than one SQL statement. Off by default: the cost cap is only known to cover the single statement the dry run/EXPLAIN priced. Skips only this server's scanner: Snowflake still rejects multi-statement text (sessions are pinned to MULTI_STATEMENT_COUNT=1), and only a single SELECT/WITH/VALUES statement is wrapped in a LIMIT subquery - a script runs unwrapped and its row cap (max_rows, default 1000) is enforced by the paged fetch."
},
{
"name": "COST_GUARD_ALLOW_WRITE_STATEMENTS",
"description": "Set to 1 (exactly that value) to let estimate_query_cost/run_query_bounded accept statements that are not reads. Off by default: only text whose first keyword (after comments and opening parentheses) is SELECT, WITH, VALUES, SHOW, DESCRIBE, DESC or EXPLAIN is estimated or run - a WITH must be followed by a SELECT or VALUES - because warehouse rows re-enter the model's context and can steer the next call. The gate is defence in depth: the authorisation boundary is the credential's grants (deploy a read-only principal). With COST_GUARD_ALLOW_MULTI_STATEMENT_SQL=1 every statement in the text must be a read, so BigQuery scripts (DECLARE/SET/BEGIN) need both opt-outs. Any other value leaves the gate on."
},
{
"name": "COST_GUARD_MAX_IN_FLIGHT_QUERIES",
"description": "Maximum number of run_query_bounded calls allowed in flight at once (positive integer, default 8). A cancelled call keeps its slot until its warehouse query completes or the 120 s watchdog fires; a call over the cap fails with a tool error naming this variable before any warehouse connection is opened."
},
{
"name": "COST_GUARD_DATABRICKS_ALLOW_WAREHOUSE_START",
"description": "Set to true (exactly that value) to let the read-only Databricks tools (check_credentials, estimate_query_cost) open a session on a SQL warehouse that is not RUNNING, which starts the warehouse and bills compute until it auto-stops. Off by default: the server first reads the warehouse's state through the Warehouses API (GET /api/2.0/sql/warehouses/<id>, CAN_VIEW/CAN_USE suffices) and, unless it is RUNNING - also when the state cannot be read - check_credentials returns ok=false and estimate_query_cost returns no byte or dollar figure, without opening a session. run_query_bounded is not gated: its own pre-execution estimate and the execution may start the warehouse. Any other value leaves the guard on."
},
{
"name": "COST_GUARD_SNOWFLAKE_ALLOW_WAREHOUSE_RESUME",
"description": "Set to true (exactly that value) to let the read-only Snowflake tools run SELECT CURRENT_REGION(), the INFORMATION_SCHEMA.QUERY_HISTORY read and check_credentials' session-context SELECT on a warehouse that is not STARTED, which can resume a suspended AUTO_RESUME warehouse and bill compute until it auto-suspends. Off by default: those statements are skipped unless the pinned warehouse's SHOW WAREHOUSES state is STARTED (also skipped when no warehouse is pinned or the state cannot be read), and the QUERY_HISTORY read is skipped whenever estimate_query_cost is called without a warehouse argument; estimate_query_cost then prices at Gen1 rates with the byte-tier heuristic and says so in a caveat, and check_credentials returns ok=true with a detail built from the SHOW WAREHOUSES row. USE WAREHOUSE, EXPLAIN USING JSON, SHOW WAREHOUSES and SELECT CURRENT_WAREHOUSE() always run; run_query_bounded is not gated. Any other value leaves the guard on."
}
]
}
],
"repository": {
"url": "https://github.com/mcpsmiths/cost-guard-mcp",
"source": "github"
},
"description": "Pre-flight query cost and result-size guardrails for AI agents on BigQuery, Snowflake, Databricks"
}
}