MCP YouTube Transcript
An MCP server retrieving transcripts of YouTube videos
제작자가 쓴 설명(영어 원문)
Access US federal award, recipient, agency, and spending analytics data from USAspending.gov.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
MCP_LOG_LEVEL필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://usaspending.caseyjhand.com/mcpClaude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"usaspending": {
"command": "npx",
"args": [
"-y",
"@cyanheads/usaspending-mcp-server"
],
"env": {
"MCP_LOG_LEVEL": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add --transport http usaspending https://usaspending.caseyjhand.com/mcpclaude mcp add usaspending --env MCP_LOG_LEVEL=your-value -- npx -y @cyanheads/usaspending-mcp-server실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"usaspending": {
"url": "https://usaspending.caseyjhand.com/mcp"
}
}
}프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"usaspending": {
"command": "npx",
"args": [
"-y",
"@cyanheads/usaspending-mcp-server"
],
"env": {
"MCP_LOG_LEVEL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"usaspending": {
"type": "http",
"url": "https://usaspending.caseyjhand.com/mcp"
}
}
}프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"usaspending": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@cyanheads/usaspending-mcp-server"
],
"env": {
"MCP_LOG_LEVEL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://usaspending.caseyjhand.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
MCP_LOG_LEVEL env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
도구 이름과 설명은 서버가 2026년 11월 6일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.
usaspending_list_agenciesList top-tier federal agencies with toptier codes, agency slugs, budget authority amounts, and obligation totals for the latest reported period. Returns the full directory unless limit is supplied; optional pagination slices the provider-sorted directory. Use this as the entry po
usaspending_autocomplete_filtersLook up valid code values for filter fields by searching free-text descriptions. Use the type parameter to select the lookup table: naics (NAICS industry codes), psc (product/service codes), cfda (CFDA/Assistance Listing program numbers), awarding_agency (agency and sub-agency na
usaspending_search_awardsSearch federal awards by keyword, recipient, agency, award type, NAICS code, assistance listing (CFDA) number, PSC, DEF code, location, or date range. Returns ranked award summaries including recipient names, amounts, awarding agencies, and generated award IDs for use with usaspe
usaspending_get_awardFetch full details of a federal award by its generated unique award ID. Returns contract or assistance award data including recipient identity (UEI, parent organization, business categories), agency hierarchy, period of performance, place of performance, Assistance Listings with
usaspending_get_award_transactionsList individual transactions (contract modifications, grant amendments) on a federal award. Each transaction represents a change event — obligation modifications, performance period extensions, scope changes, etc. Use this to trace the spending history and obligation changes over
usaspending_get_award_subawardsList subaward contracts or grants under a prime federal award. Reveals the sub-contractor or sub-grantee layer — the organizations that actually perform the work. Each row shows the subaward number, amount, description, action date, and recipient. Check subaward_count on usaspend
usaspending_get_award_federal_accountsList the Treasury federal accounts that funded an award, with the amount obligated from each and the funding agency behind it. This is the award → appropriation link: each row returns federal_account (AGENCY-MAIN format, e.g. 080-0120) to chain into usaspending_get_federal_accoun
usaspending_get_idv_awardsList child contracts and task/delivery orders placed under an IDV (Indefinite Delivery Vehicle) award. Each row includes the generated_unique_award_id to chain into usaspending_get_award for full detail. The award_id must be the generated_unique_award_id of the parent IDV — obtai
usaspending_search_recipientsSearch for organizations or individuals receiving federal funds by name, UEI (Unique Entity Identifier), or DUNS. Returns recipient hash IDs, UEI/DUNS identifiers, total award amounts, and hierarchy level. Results are paginated — use page to retrieve matches beyond the first page
usaspending_get_recipientFetch a recipient's full profile including address, business type codes, parent organization, alternate names, and total transaction and loan amounts. Recipient IDs are hexadecimal 8-4-4-4-12 hashes with a level suffix (-P parent, -C child, -R standalone) from usaspending_search_
usaspending_get_agencyFetch an agency's fiscal-year overview including mission, budgetary resources, obligation and outlay totals (for the most recent fiscal year with reported budget data), sub-agency count, and DEF codes for disaster/emergency funding. Also returns a paginated sub-agency breakdown w
usaspending_spending_by_geographyAggregate federal spending by state, county, or congressional district. Useful for per-capita analysis, regional comparisons, and mapping federal investment patterns. Filter by keyword, award type, agency, recipient, NAICS code, Assistance Listing, PSC, DEF code, or date range. A
usaspending_spending_by_categoryAggregate federal spending grouped by a specific dimension: NAICS industry code, PSC product/service code, awarding agency, funding agency, CFDA assistance program, or recipient. Returns top items with obligation amounts — useful for trend and breakdown analysis. Filter by keywor
usaspending_spending_over_timeFetch aggregated federal obligation amounts grouped by fiscal year, fiscal quarter, or fiscal month. All grouping is relative to the US government fiscal year (Oct–Sep), so fiscal month 1 is October, not January. Filter by award type, agency, recipient, keyword, NAICS code, Assis
usaspending_disaster_spendingFetch disaster and emergency supplemental spending broken down by agency, CFDA assistance program, recipient, or geography, or request an overview. Filter by DEF codes to select emergency appropriations, then check amount_coverage before interpreting amounts: award breakdowns and
usaspending_get_federal_accountFetch a federal account's budget data: total obligations, gross outlays, and budgetary resources, plus the per-Treasury-Account-Symbol (TAS) component breakdown in children. fiscal_year selects a reporting year; omit it for the current federal fiscal year. An empty year retains m
usaspending_get_federal_account_breakdownFetch a federal account's obligations broken down by program activity (what the money funds) or object class (what it buys — personnel, supplies, contracts). Use the dimension parameter to select the axis. fiscal_year scopes financial reporting periods to the full October–Septemb
usaspending_search_federal_accountsList and keyword-search federal accounts by directory toptier code or title keyword. Returns account numbers, names, managing agencies, and budgetary resources. fiscal_year selects the resource amounts, not account membership; omit it for the latest available submission year. Sea
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 cyanheads 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
177ms 만에 응답(HTTP 200)
로그인 필요 없음
도구 설명 18개를 읽었고, AI에게 보내는 숨겨진 지시는 없었어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.7.1)은 4일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
An MCP server retrieving transcripts of YouTube videos
GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.
AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
@cyanheads/usaspending-mcp-server Access US federal award, recipient, agency, and spending analytics data from USAspending.gov via MCP. STDIO or Streamable HTTP. 18 Tools
Public Hosted Server: https://usaspending.caseyjhand.com/mcp
Where federal money goes, from USAspending.gov: awards, recipients, agencies, and spending. Search and trace awards down to transactions, subawards, and funding accounts; profile recipients and agencies; and aggregate spending by geography, category, time, and disaster appropriation.
| Tool | Description |
|---|---|
usaspending_list_agencies | List top-tier federal agencies with codes, slugs, and budget totals labelled by reporting year and quarter |
usaspending_autocomplete_filters | Look up NAICS, PSC, CFDA, agency, or recipient codes from a free-text description |
usaspending_search_awards | Search awards by keyword, recipient, agency, award type, NAICS code, assistance listing, PSC, DEF code, location, or date range |
usaspending_get_award | Fetch one award's full record: amounts, recipient, agencies, codes, parent IDV, DEF-code funding |
usaspending_get_award_transactions | List the transactions (modifications, amendments) on an award |
usaspending_get_award_subawards | List the subcontracts or subgrants under a prime award |
usaspending_get_award_federal_accounts | List the Treasury federal accounts that funded an award, with the amount from each |
usaspending_get_idv_awards | List the child orders and sub-IDVs placed under an IDV |
usaspending_search_recipients | Search recipients by name, UEI, or DUNS |
usaspending_get_recipient | Fetch a recipient's profile: address, business types, parent, and award totals |
usaspending_get_agency | Fetch an agency's mission, latest-year budget totals, sub-agencies, and DEF codes |
usaspending_spending_by_geography | Aggregate spending by state, county, or congressional district |
usaspending_spending_by_category | Aggregate spending by NAICS, PSC, agency, CFDA program, or recipient |
usaspending_spending_over_time | Aggregate spending by fiscal year, quarter, or month |
usaspending_disaster_spending | Break down disaster and emergency supplemental spending by agency, program, recipient, or geography |
usaspending_search_federal_accounts | Search federal accounts by title keyword or agency identifier |
usaspending_get_federal_account | Fetch a federal account's budget totals and its Treasury Account Symbol components |
usaspending_get_federal_account_breakdown | Break a federal account's obligations down by program activity or object class |
The usaspending-guide covers recipient research, award-to-account funding traces, and spending comparisons across periods and emergency appropriations. Plugin installs discover it in skills/; MCP clients can read skill://usaspending-guide/SKILL.md through the Skills extension. There are no domain-data resources.
usaspending_list_agencies toolsort (agency_name, budget_authority_amount, obligated_amount, outlay_amount) and order; returns every agency unless an optional positive limit is supplied. With limit, page defaults to 1; without it, page is ignored. total always counts the full directory and has_next appears only when paginatingtoptier_code and agency_slug, both accepted by usaspending_get_agency, plus budget_authority_amount, obligated_amount, and outlay_amount for the latest reported period. fiscal_year and fiscal_quarter preserve the provider's reporting labels when presentusaspending_autocomplete_filters tooltype (naics, psc, cfda, awarding_agency, recipient) plus search_text; limit 1–500, default 10code and name, and uei / duns for recipients; no match fails as no_match. A cfda code goes in assistance_listings and a psc code in psc_codes on usaspending_search_awards and the three spending analytics toolsname, abbreviation, and tier (toptier or subtier), its parent's toptier_name and toptier_code, and subtier_code when supplied. Pass name to agency_name on award search or spending analytics to match that agency; pass toptier_name for the whole department. Agency results combine top-tier then sub-tier matches under one limit; office matches are excludednaics matches official NAICS title text: "software" resolves, "cybersecurity" does not, so search with the industry term a title would useusaspending_search_awards toolkeyword, agency_name, recipient_name, naics_codesassistance_listings: Assistance Listing numbers such as 93.866, from usaspending_autocomplete_filters type: cfdapsc_codes: 1–4 characters, where a prefix such as Y1 covers the codes under it; contracts and IDVs onlydef_codes: Disaster Emergency Fund Codes such as Z (PSC and DEF codes are sent uppercased)time_period: YYYY-MM-DD from 2007-10-01 on; either end may be given alonelocation_filter: country (default USA; a territory code such as PRI becomes USA plus its state), state (a postal or 2-digit FIPS code, FM/MH/PW/UM and armed-forces AA/AE/AP included, or under another country its own 2-letter subdivision code such as ON with CAN), and county (3 digits with state, or the 5-digit FIPS code alone); echoed as applied_locationaward_type_codes: defaults to contracts (A–D) and must stay in one group — IDVs IDV_A–IDV_E; grants 02–05/F001/F002; direct payments 06/10/F006/F007; loans 07/08/F003/F004; other assistance 09/11/-1/F005/F008/F009/F010limit: up to 100generated_internal_id for usaspending_get_award and agency_slug for usaspending_get_agency; loan rows carry loan_value, subsidy_cost, and issued_date in place of amounts and dates. There is no total, and page_metadata.has_next is true on any full page. The nested filters object takes the analytics tools' filters keys, except recipient_id, and wins per field over the flat ones. Failures are assistance_listings_type_mismatch (listings with a non-assistance group), psc_codes_type_mismatch (PSC codes with an assistance group), unsupported_sort, date_range_inverted, date_before_earliest, and invalid_location (an unknown state, a 3-digit county without a state, a county under an armed-forces code (AA/AE/AP), a county or FIPS-number state under another country, or parts naming different states)sort depends on the group: loans take Loan Value (default), Subsidy Cost, Issued Date, Recipient Name, or Awarding Agency; the others Award Amount (default), Total Outlays, Start Date, End Date (not IDVs), Recipient Name, or Awarding Agency. Page numbers stop at a 50,000-result offset (pagination_limit_exceeded); past it, page with the last_record_sort_value + last_record_unique_id cursor, returned below a 10,000-result offset054, +54, and 54_15_12 are normalized and echoed. Validation runs after nested-filter precedence, so an overridden flat value does not reject the call; active invalid values fail as invalid_keyword or invalid_naics_codeusaspending_get_award toolaward_id is a generated_unique_award_id, the generated_internal_id from search; an unknown ID fails as award_not_foundcategory, total_obligation, total_outlays, total_account_obligation, total_account_outlay, base_exercised_options, subaward_count, NAICS / PSC codes, account_obligations_by_defc, account_outlays_by_defc, and, on loans, total_loan_value and total_subsidy_cost, where suppliedassistance_listings lists every Assistance Listing on an assistance award, in upstream order, as number, title, and obligation; a number goes in usaspending_search_awards assistance_listingsrecipient carries uei, parent_uei, business_categories (category names, not the business_types codes of usaspending_get_recipient), and a three-letter country_code, county_name, congressional_code, and zip5 on its location. place_of_performance also carries a country code, county name, and congressional code; a location with no fields upstream is omittedrecipient.recipient_id and recipient.parent_recipient_id chain to usaspending_get_recipient and parent_award.generated_unique_award_id to the parent IDV; category: "idv" awards list their children via usaspending_get_idv_awardsusaspending_get_award_transactions toolaward_id plus sort (action_date, federal_action_obligation, modification_number); limit up to 100id (ASST_TX or CONT_TX), action_date, modification_number, action_type, and a signed federal_action_obligation (negative is a deobligation). Loan transactions also carry face_value_loan_guarantee and original_loan_subsidy_cost; assistance transactions carry cfda_number when suppliedusaspending_get_award_subawards toolaward_id plus sort (subaward_number, description, action_date, amount, recipient_name); limit up to 100id, subaward_number, description, amount, action_date, and recipient_name; the upstream listing supplies no recipient UEI or location. subaward_count on usaspending_get_award says whether any exist앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요