GSA CALC+ MCP Server
@1102tools
基本情報
GSA CALC+ MCP Server について
Free hosted MCP server for GSA CALC+ awarded labor ceiling rates, for pricing proposals and IGCEs.
GSA CALC+ MCP Server の設定
以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。
{
"mcpServers": {
"gsa-calc": {
"type": "http",
"url": "https://gsa-calc.1102tools.com/mcp"
}
}
}GSA CALC+ MCP Server のツール
8Search GSA CALC+ ceiling rates by keyword. Performs wildcard matching across labor_category, vendor_name, and idv_piid fields. This is the primary search tool for finding rates. Returns matching rate records plus aggregation statistics (wage_stats, percentiles, education breakdown, business size) covering the FULL result set even when individual hits are capped at 10,000. Important notes: - These are NTE (not-to-exceed) ceiling rates, not prices paid - Rates are fully burdened hourly rates from GSA MAS contracts - Data refreshes nightly from vendor price proposal tables - Use P50 from percentiles for median (more accurate than median_price) Filter parameters: - education_level: AA, BA, HS, MA, PHD, TEC (pipe-delimited for OR: 'BA|MA') - experience_min/max: years of experience range - price_min/max: hourly rate range in USD - business_size: 'S' (small) or 'O' (other/large) - security_clearance: 'yes' or 'no' - sin: Special Item Number (e.g., '54151S' for IT Professional Services) - worksite: 'Customer', 'Contractor', or 'Both' ordering: current_price, labor_category, vendor_name, education_level, min_years_experience. sort: 'asc' or 'desc'. exclude: pipe-delimited hit _id values to exclude from results and stats.
Exact match search on a specific field. Use suggest_contains() first to discover the exact field value, then pass it here. The API requires exact string matching -- partial matches return 0 results. Fields: labor_category, vendor_name, idv_piid (GSA MAS contract number).
Discover exact field values via autocomplete/contains matching. Returns aggregation buckets showing matching values and their record counts. Use this BEFORE exact_search() to find the right value string. Minimum 2 characters required for the search term. Example workflow: 1. suggest_contains('vendor_name', 'booz') -> finds 'Booz Allen Hamilton Inc.' 2. exact_search('vendor_name', 'Booz Allen Hamilton Inc.') -> all their rates
Browse rates with filters only (no search keyword). Useful for market segment statistics: "what do all BA-level rates with 5-15 years experience look like across all of GSA MAS?" Returns rate records plus full aggregation statistics.
Get ceiling rate benchmarks for IGCE development. Returns statistical summary for a labor category: count, min, max, avg, median, standard deviation, percentile distribution (P10-P90), education breakdown, and outlier bounds. This is the primary tool for building Independent Government Cost Estimates. The returned statistics represent the market distribution of GSA MAS ceiling rates for comparable labor categories. Reminder: these are ceiling rates (max a contractor can charge), not prices paid. Actual task order rates should be lower per FAR 8.405-2(d).
Evaluate a proposed hourly rate against GSA ceiling rate distribution. Returns the benchmark statistics plus a positioning analysis: z-score, comparison to median, IQR position, and delta from average. Use this for FAR 15.404-1 price analysis: is the proposed rate within the expected range for comparable labor categories on GSA MAS? A rate above P75 may be high; above P90 warrants scrutiny. A rate below P25 may indicate an unrealistically low offer (potential performance risk).
Get all ceiling rates for a specific vendor. Auto-discovers the exact vendor name via suggest-contains, then pulls all their rate records. Returns labor categories, rates, education levels, experience requirements, SINs, and contract numbers. Pass a partial name (e.g., 'booz' for Booz Allen Hamilton). The tool finds the exact registered name automatically. If the discovery term matches multiple vendors, this tool picks the one with the most rate records and returns a _candidates list so the caller can re-query with a more specific term if needed.
Get rate distribution and statistics for a specific SIN. Returns rate statistics, education breakdown, business size breakdown, and sample records for a GSA MAS Special Item Number. Common SINs for professional services: - 54151S: IT Professional Services - 541611: Management and Financial Consulting - 541715: Engineering R&D - 541330ENG: Engineering Services - 541512: Computer Systems Design - 611430: Training
概要
What is GSA CALC+ MCP?
A free MCP server that lets Claude, ChatGPT, Cursor and other AI assistants look up GSA CALC+ (Contract-Awarded Labor Category) ceiling rates for pricing proposals and IGCEs. Built by a federal contracting officer for small businesses, capture teams and proposal writers.
How to use GSA CALC+ MCP?
Hosted: add https://gsa-calc.1102tools.com/mcp as a custom connector in your AI assistant. Nothing to install and no API key. It is also in the Claude and ChatGPT directories.
Local: run uvx gsa-calc-mcp. No API key needed.
Use cases of GSA CALC+ MCP
- Find awarded ceiling rates for a labor category
- Compare a proposed hourly rate with GSA benchmarks
- Look up the rates a vendor was awarded
FAQ
Is it free? Yes. Open source (MIT), with no accounts or ads.
Where does the data come from? Public GSA CALC+ data.
Which clients work? Any MCP client that supports remote servers (hosted) or local servers (local).
「その他」の他のコンテンツ
MCP Toolbox for Databases
googleapisMCP Toolbox for Databases is an open source MCP server for databases.
Yuppsy
Yuppsy MCP: build and publish real estate websites from your AI assistant. Yuppsy lets your AI assistant create live websites for real estate agents and individual property listings. You don't need a designer or any code
PickFu MCP
PickFu MCP is a Model Context Protocol (MCP) server that connects AI assistants, developers, marketers, product managers, and AI agents to PickFu's consumer research platform. It enables users to create surveys, conduct
DeepMark
DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student — in a fraction of the time. What once took a week, now takes one free period.
MaxKB
1Panel-dev🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
コメント