Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
คำอธิบายจากผู้ทำ (ภาษาอังกฤษตามต้นฉบับ)
USAspending.gov contracts, grants, loans, subawards, recipients, agencies, and federal accounts.
สามเรื่องนี้ไม่รวมเป็นคะแนนเดียว เพราะความเห็น การวัด และความนิยม เป็นคนละเรื่องกัน
ตัวนี้ยังไม่ได้เรียบเรียงเป็นภาษาไทย ด้านล่างคือข้อเท็จจริงที่เราอ่านจาก registry
เลือกโปรแกรม AI ที่คุณใช้ แล้วคัดลอกค่าตั้งไปวาง
ต้องเตรียมก่อน
คุณใช้แอปไหน
เลือกแอปด้านบน เราจำไว้ให้ ครั้งหน้าปุ่มจะขึ้นว่า “ติดตั้งลง …”
ใช้ได้ทั้ง Claude บนเว็บ แอปคอมพิวเตอร์ และมือถือ:
https://usaspending.1102tools.com/mcpเปิด Claude Desktop → Settings → Developer → Edit Config แล้ววางค่านี้ในไฟล์ claude_desktop_config.json
{
"mcpServers": {
"usaspending-gov": {
"command": "uvx",
"args": [
"usaspending-gov-mcp"
]
}
}
}พิมพ์คำสั่งนี้ใน Terminal
claude mcp add --transport http usaspending-gov https://usaspending.1102tools.com/mcpclaude mcp add usaspending-gov -- uvx usaspending-gov-mcpวางในไฟล์ .cursor/mcp.json ของโปรเจกต์ หรือ ~/.cursor/mcp.json
{
"mcpServers": {
"usaspending-gov": {
"url": "https://usaspending.1102tools.com/mcp"
}
}
}วางในไฟล์ .cursor/mcp.json ของโปรเจกต์ หรือ ~/.cursor/mcp.json
{
"mcpServers": {
"usaspending-gov": {
"command": "uvx",
"args": [
"usaspending-gov-mcp"
]
}
}
}เบราว์เซอร์จะถามก่อนเปิดแอป จากนั้นแอปแสดงค่าตั้งให้ตรวจแล้วกดยืนยัน ช่อง key เว้นว่างไว้ให้คุณใส่เอง
วางในไฟล์ .vscode/mcp.json ของโปรเจกต์
{
"servers": {
"usaspending-gov": {
"type": "http",
"url": "https://usaspending.1102tools.com/mcp"
}
}
}วางในไฟล์ .vscode/mcp.json ของโปรเจกต์
{
"servers": {
"usaspending-gov": {
"type": "stdio",
"command": "uvx",
"args": [
"usaspending-gov-mcp"
]
}
}
}เบราว์เซอร์จะถามก่อนเปิดแอป จากนั้นแอปแสดงค่าตั้งให้ตรวจแล้วกดยืนยัน ช่อง key เว้นว่างไว้ให้คุณใส่เอง
ChatGPT ต่อได้เฉพาะ server ที่อยู่บนอินเทอร์เน็ต:
https://usaspending.1102tools.com/mcpชื่อเมนูอาจต่างกันเล็กน้อยตามแพ็กเกจและรุ่นของแอป
ตัวเลือกเก็บในคุกกี้บนเครื่องนี้ ไม่ต้องมีบัญชี
ค่าตั้งนี้สร้างจากข้อมูลใน registry ของผู้ทำ ถ้าไม่ตรงกับ README ให้เชื่อ README
ชื่อและคำอธิบายเครื่องมือตามที่ server ตอบมาเมื่อ 6 พ.ย. 2569 ผู้ทำเป็นคนเขียน ไม่ใช่เรา แสดงเป็นข้อความล้วน
search_awardsSearch federal awards (contracts, IDVs, grants, loans, etc.) on USASpending.gov. This is the primary workhorse for finding awards. Returns matching awards with standard fields (Award ID, Recipient, Description, Amount, Agencies, NAICS, PSC, dates). Use get_award_detail() with the
get_award_countCount awards matching filters, broken down by award category. Returns counts grouped by: contracts, idvs, grants, loans, direct_payments, other. Use this for dimensional analysis: how many FFP vs T&M awards, how many competed vs sole-source, how many small business set-asides, et
spending_over_timeAggregate spending amounts over time, grouped by fiscal year, quarter, or month. Use this to visualize spending trends, identify fiscal-year-end spikes, or compare spending patterns across years. Note: The API returns fiscal_year as a STRING. Cast to int for numeric comparisons.
spending_by_categoryAggregate spending by a dimension (top vendors, top agencies, top NAICS, etc.). The 'category' parameter controls the grouping dimension. Common uses: - category='recipient': top vendors for a filter set (vendor landscape analysis) - category='awarding_subagency': which contracti
get_award_detailFetch full details for a single award by its generated_internal_id. Use the generated_internal_id value returned by search_awards to fetch the complete award record. Returns: PIID, full description, total obligation, recipient details, parent award info, latest transaction contra
get_transactionsFetch the full transaction (modification) history for an award. Every modification, option exercise, and de-obligation is a transaction. Modification number '0' is the original base award. Use to understand the full lifecycle of a contract including its descriptive text at each p
get_award_fundingFetch File C funding data for an award: federal account, object class, program activity. Shows which Treasury accounts, object classes, and program activities funded an award. File C can be partial or lagged; these rows do not establish the full award obligation or amount paid to
get_idv_childrenFetch child awards (task/delivery orders) under an IDV. For a Multiple Award IDV, child_awards returns the task orders or delivery orders placed against it. For a parent IDV, child_idvs returns the downstream IDV structure. grandchild_awards walks the hierarchy. Field name differ
lookup_piidLook up awards by their exact PIID, across contracts AND IDVs. Looks for awards whose own PIID is exactly this value (the award_ids filter), in both contracts and IDVs, and says how many share it. match='exact' rows are the awards themselves: an IDV PIID returns the IDV (award_ty
autocomplete_pscAutocomplete lookup for Product/Service Codes (PSC). Use exact four-character codes ('R499', 'D302') or description keywords ('professional', 'application'). Returns matching PSC entries with code and description. Two-character families such as 'D3' can return no autocomplete mat
autocomplete_naicsAutocomplete lookup for NAICS codes. Accepts partial codes ('541') or keywords ('software'). Returns matching NAICS entries with code and description. Minimum 2 characters required. Short queries silently match substrings inside parenthetical notes (e.g. 'x' matches 'except') and
list_toptier_agenciesList all top-tier federal agencies tracked by USASpending. Returns agency codes, names, abbreviations, and current-year budgetary resources. Use the returned 'toptier_code' values with get_agency_overview().
get_agency_overviewGet descriptive information for an agency: name, mission, website, data notes and DEF codes. It has no dollar figures; for spending use get_agency_obligations_by_award_category() (split by award type) or get_agency_budgetary_resources() (obligations and outlays by year). toptier_
get_agency_awardsGet one obligation total and transaction count for an agency's awards in a fiscal year. The total covers ALL award types together (contracts, IDVs, grants, loans, direct payments, other), so for most civilian agencies it is far larger than contract spending (VA FY2026: $313B here
get_naics_detailsGet details for a NAICS code (2-6 digits). Returns the NAICS description, parent categories, and child subcategories if applicable.
get_psc_filter_treeGet the PSC hierarchy tree. Pass an empty path for the top-level. Drill down with paths like 'Service/R/' to get the service professional services tree, or 'Product/5' for product codes starting with 5.
get_state_profileGet the federal award totals for recipients located in a US state. Examples: '06' = California, '48' = Texas, '24' = Maryland, '51' = Virginia. Returns one summary: state name and code, total_prime_amount and total_prime_awards (all award types together), loan face value, award_a
search_subawardsSearch FFATA subaward reports on USASpending. Returns the FFATA subaward records (subcontracts under prime contracts and subawards under prime grants). Complementary to the SAM.gov FFATA endpoints but expressed at the USASpending data model. award_id: optional generated_internal_
spending_by_subaward_groupedFind matching prime awards and their cumulative FFATA report totals. Filters select prime records, but subaward_count and subaward_obligation cover all reported subawards under each prime, not just subaward actions within time_period_start/end. This ranking is not a fiscal-period
search_recipientsSearch USASpending recipients (vendors and grantees) by keyword. Returns paginated recipients with their UEI, DUNS, name, and a recipient 'id' hash for get_recipient_profile() and new_awards_over_time(). For get_recipient_children(), use the UEI (or legacy DUNS) from the parent (
get_recipient_profileGet full profile for a recipient by their USASpending hash. Returns recipient details: name, UEI, DUNS, business categories, location, parent (if any), and lifetime award totals. The hash is the 'id' field returned by search_recipients(). (autocomplete_recipient does NOT return h
get_recipient_childrenGet the child recipients (subsidiaries) of a parent recipient. Pass the parent recipient's 12-character UEI (or legacy 9-digit DUNS). Do NOT pass a recipient hash: the /recipient/children/ endpoint is the one recipient endpoint keyed by UEI/DUNS, and it rejects hashes with HTTP 4
autocomplete_recipientFind recipient names by partial name or UEI/DUNS. This is a recipient-name lookup; it does not supply the recipient hash for get_recipient_profile() or new_awards_over_time(), and its UEI/DUNS fields may be null. Pass a returned name to search_recipients(): use its 'id' hash for
list_statesList all states with their FIPS codes and award totals. Returns the full list of US states/territories with FIPS codes you can pass to get_state_profile(). The /recipient/state/ endpoint returns a JSON array (not an object). We wrap it in {"results": [...]} to keep the tool retur
get_agency_budgetary_resourcesGet an agency's budgetary resources by fiscal year. Returns agency budgetary resources, obligations and outlays for each fiscal year on file, plus government-wide budgetary resources and the agency's obligations by reported fiscal period. This endpoint does not provide a discreti
get_agency_sub_agenciesList the subordinate (subtier) organizations of a toptier agency. Returns each sub-agency with its obligations, transaction count, and new-award count for the given fiscal year. Useful for finding the canonical subtier name to pass into search_awards() awarding_subagency. sort ac
get_agency_federal_accountsList the Treasury Account Symbols (federal accounts) used by an agency. Returns each federal account with its obligated amount and gross outlay for the given fiscal year. Useful for understanding how an agency's money flows through Treasury. fiscal_year defaults to the last compl
get_agency_object_classesList the object class breakdown (what an agency spends money on). Object classes are OMB categories: Personnel Compensation, Travel, Contractual Services, Equipment, Grants, etc. Useful for understanding what types of expenditures an agency makes. fiscal_year defaults to the last
get_agency_program_activitiesList the program activities (specific programs) within an agency. Program activities are the specific named programs that obligate funds (e.g., 'Cybersecurity and Infrastructure Security Agency'). Useful for pinpointing which program funds a specific activity. fiscal_year default
get_agency_obligations_by_award_categoryGet an agency's obligation breakdown by award category. Returns total obligated dollars split by category: contracts, IDVs, grants, loans, direct payments, other. Quick way to see what mix of award types an agency uses (heavy contractor agency vs grant-issuing agency vs mixed). F
get_award_funding_rollupGet a rollup of an award's funding totals. Returns total transaction obligated amount, awarding agency count, funding agency count, and federal account count for a single award. Useful for a one-line summary of an award's funding picture.
get_award_subaward_countCount of subawards (FFATA subcontracts/subawards) reported on an award.
get_award_federal_account_countCount of distinct federal accounts (TAS) funding an award.
get_award_transaction_countCount of transactions (modifications) on an award.
awards_last_updatedGet the timestamp of the last USASpending award data refresh. Use this to determine data freshness when comparing to other sources (SAM.gov Contract Awards API for example).
spending_by_transactionSearch at the transaction (modification) level. Unlike search_awards which returns one row per award, this returns one row per transaction (initial action plus every modification). Useful for tracking obligation events over time, ceiling adjustments, deobligations, and admin mods
spending_by_geographyGeographic breakdown of spending. scope: 'recipient_location' (where the recipient is) or 'place_of_performance' (where the work happens). geo_layer: 'state', 'county', or 'district'. At least one filter is required. The API returns HTTP 500 on an empty filter set, so the require
new_awards_over_timePipeline trend of new awards to a recipient over time. REQUIRES recipient_id (the recipient hash with -P suffix for parent-level rollup, or -R for a single recipient). Returns counts of new awards grouped by month, quarter, or fiscal year. The endpoint rejects calls without recip
get_idv_amountsTop-line amounts for an Indefinite Delivery Vehicle (IDV). Returns child IDV count, child award count, child award total obligation, and base/option values rolled up across all task/delivery orders under the IDV. Pass a CONT_IDV_* generated_internal_id.
get_idv_fundingList File C funding records associated with an IDV. Rows can identify the IDV itself as well as associated awards; they are not a complete list of child orders. File C coverage can be partial or lagged and does not establish the full child-order obligation or amount paid. Use get
get_idv_funding_rollupFunding rollup totals for an IDV (single dict, not paginated).
get_idv_activityList child task/delivery orders awarded under an IDV. Results are ALWAYS sorted by obligated amount, descending; the endpoint accepts no sort or order parameters. (Earlier releases exposed sort/order here, but the API silently ignored them: the advertised default of period_of_per
autocomplete_awarding_agencyFind awarding agency names by partial match. USASpending search filters require the EXACT awarding agency name (slugs return zero). Use this to resolve a partial name to the canonical one before passing to search_awards() awarding_agency parameter.
autocomplete_funding_agencyFind funding agency names by partial match (companion to awarding agency).
autocomplete_cfdaFind CFDA (Catalog of Federal Domestic Assistance) program numbers by partial title or program number. CFDA codes are used in grants.
autocomplete_glossaryFind glossary terms (acquisition + spending vocabulary) by partial match.
get_award_types_referenceReturn the full mapping of award type codes to descriptions. Returns the canonical reference: contracts (A=BPA Call, B=Purchase Order, C=Delivery Order, D=Definitive Contract), IDVs, grants, loans, etc. Authoritative source if you're unsure what a code letter means.
get_def_codes_referenceReturn all Disaster Emergency Fund (DEFC) codes with public laws. DEFCs are used to filter awards funded by specific supplemental appropriations (COVID-19, IIJA, IRA, etc.).
get_glossaryGet the full USASpending glossary of acquisition + spending terms.
get_submission_periodsList the reporting calendar and submission/certification deadlines. Returns available fiscal reporting periods and their scheduled start, due, certification and reveal dates. These are global calendar periods, not records of when individual agencies actually submitted or certifie
list_federal_accountsList Treasury federal accounts (TAS) with budgetary resources. keyword filters by account name or AID. fiscal_year controls the reported budgetary-resource values, not which account rows are included. When omitted, the source uses its latest available fiscal year, which may diffe
get_federal_account_detailGet an individual federal account's metadata + budgetary resources.
get_federal_account_object_classesGet the object class breakdown of obligations for a federal account. IMPORTANT: the returned obligations are CUMULATIVE across all reported fiscal years (FY2017 onward, the DATA Act window), not a single year. They are NOT comparable to get_federal_account_fy_snapshot(), which is
get_federal_account_program_activitiesList program activity codes and names associated with a federal account. The source lists distinct programs across all reported fiscal years; it has no fiscal-year filter and includes no dollar amounts. fiscal_year is retained for compatibility, but does not filter this list. The
get_federal_account_fy_snapshotGet a single-fiscal-year snapshot of a federal account's resources. Important: this endpoint takes the numeric `account_id` (e.g. 4595), NOT the alphanumeric `account_number` (e.g. "027-5183") used by the other federal-account endpoints. The list_federal_accounts response include
เราตรวจจากข้อมูลที่ใครก็เปิดดูได้ ยังไม่ได้อ่านโค้ด ข้อที่ไม่เกี่ยวกับตัวนี้ไม่นับในตัวหาร · ตรวจเมื่อ 7 พ.ย. 2569
ชื่อใน registry ยืนยันโดเมน 1102tools.com แล้ว (registry ตรวจความเป็นเจ้าของโดเมน)
ยังไม่ได้อ่านข้อมูล repo จาก GitHub
ยังไม่ได้อ่านข้อมูล repo จาก GitHub
ตอบกลับใน 1021 ms (HTTP 200)
ไม่ต้องล็อกอิน
อ่านคำอธิบายเครื่องมือ 55 ตัวแล้ว ไม่พบคำสั่งแอบแฝงถึง AI
เทียบกับทุก server ที่ยังใช้งานในหมวดนี้ทั้งทะเบียน ดาวนับเฉพาะเมื่อผู้ลงทะเบียนเป็นเจ้าของ repo
จากการตรวจเบื้องต้นของเรา ผ่าน 3 จาก 3 ข้อที่ตรวจได้ เรายังไม่ได้อ่านโค้ด ก่อนใส่กุญแจหรือ token ให้ดูว่า server ขอสิทธิ์อะไร และเลือกกุญแจที่ทำได้เท่าที่จำเป็น
registry ไม่ได้ระบุว่าต้องใช้กุญแจ แต่บางตัวจะขอให้ล็อกอินตอนใช้ครั้งแรก
ได้ทั้งสองแบบ จะลงในเครื่องหรือต่อผ่านคลาวด์ก็ได้
repo บน GitHub มีการแก้โค้ดล่าสุด – และส่งรุ่นล่าสุด (1.0.29) เข้า registry 4 วันที่ผ่านมา
โปรแกรมที่รองรับ MCP เช่น Claude Desktop, Claude Code, Cursor และ VS Code ตัวนี้ต่อผ่าน URL จึงใช้กับโปรแกรมที่รับ remote MCP ได้ เช่น ChatGPT ที่เปิดโหมดนักพัฒนา
ในหมวดเดียวกันมี Spec Driven Development, Remote Desktop Commander, MemberVault MCP by usefulapi
server หมวดเดียวกันจากผู้ทำคนอื่น เรียงตามดาว
อ่านการ์ด:★ ดาว GitHubiสามเสา: รีวิว · ผลตรวจ · การใช้งานiอัปเดต = วันที่ส่งรุ่นล่าสุดเข้า registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
List courses; add users to courses, remove course access or delete users in MemberVault.
ไม่พบ README ใน repo