MatchAwards

Name: MatchAwards
Author: matchawards

作者：matchawardsバージョン 1.1.6i★ –iパソコンでもクラウドでも

レジストリ名io.github.matchawards/matchawards-mcp

インストール

概要

作者による説明（英語の原文）

Search US government contracts, grants and jobs from matchawards.com. Read-only, no key.

PopNx MCPの3つの柱

この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。

利用者の声iレビューはまだありませんレビューは今後のステップで、アカウント機能と一緒に始まります
私たちの基本チェックi3項目中3項目に合格公開情報からチェック。コードはまだスキャンしていません
利用状況i未計測★ –

できること

このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。

接続方法: パソコンでもクラウドでも
トランスポート: stdio, Streamable HTTP
カテゴリ: 検索・AIの記憶

インストール

使っているAIアプリを選んで、設定をコピーしてください。

インストールの前に

基本チェック：3項目中3項目に合格
作者のサーバーで動きます。あなたが頼んだ内容は、作者のサーバーを通ります。
できること：11件（ツール） search_contracts, search_grants, search_jobs, get_opportunity …
自分で入力するもの： MATCHAWARDS_API_BASE

必要なもの

クラウドで動くインストール不要。インターネット経由でつながります
PyPIPythonのuvのインストール（uvxコマンドに必要）

どのアプリを使っていますか？

ClaudeClaude CodeCursorVS CodeChatGPT

上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。

ウェブ、デスクトップ、モバイルのClaudeで使えます：

Settings → Connectors を開く
Add custom connector を押す
下のアドレスを貼り付けて Add を押す
サインインを求められたら、作者のサービスにサインインする

https://matchawards.com/mcp

または、パソコンで動かす

Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます

{
  "mcpServers": {
    "matchawards": {
      "command": "uvx",
      "args": [
        "matchawards-mcp"
      ],
      "env": {
        "MATCHAWARDS_API_BASE": "your-value"
      }
    }
  }
}

ターミナルでこれを実行します

claude mcp add --transport http matchawards https://matchawards.com/mcp

または、パソコンで動かす

claude mcp add matchawards --env MATCHAWARDS_API_BASE=your-value -- uvx matchawards-mcp

動かす前に、空欄の値を入力してください。

Cursorで開く

または、設定を自分でコピーする

プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます

{
  "mcpServers": {
    "matchawards": {
      "url": "https://matchawards.com/mcp"
    }
  }
}

または、パソコンで動かす

Cursorで開く

または、設定を自分でコピーする

プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます

{
  "mcpServers": {
    "matchawards": {
      "command": "uvx",
      "args": [
        "matchawards-mcp"
      ],
      "env": {
        "MATCHAWARDS_API_BASE": "your-value"
      }
    }
  }
}

ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。

VS Codeで開く

または、設定を自分でコピーする

プロジェクトの .vscode/mcp.json に貼り付けます

{
  "servers": {
    "matchawards": {
      "type": "http",
      "url": "https://matchawards.com/mcp"
    }
  }
}

または、パソコンで動かす

VS Codeで開く

または、設定を自分でコピーする

プロジェクトの .vscode/mcp.json に貼り付けます

{
  "servers": {
    "matchawards": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "matchawards-mcp"
      ],
      "env": {
        "MATCHAWARDS_API_BASE": "your-value"
      }
    }
  }
}

ChatGPTがつなげるのは、インターネット上のサーバーだけです：

ウェブ版のChatGPTを開き → Settings → Connectors (Apps)
Create または Add を押す（プランによっては、先に Advanced で Developer mode をオンにする必要があります）
下のアドレスを貼り付け、名前を付けて保存する
サインインを求められたら、作者のサービスにサインインする

https://matchawards.com/mcp

メニューの名前は、プランや時期によって少し違うことがあります。

選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。

自分で入力する値

MATCHAWARDS_API_BASE env
Base URL of the MatchAwards API. Leave unset to use https://matchawards.com; set only for development.

この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。

できること

ツールの名前と説明は、サーバーが2026年11月6日に返したそのままの内容です。書いたのは作者で、私たちではありません。プレーンテキストとして表示しています。

search_contracts
Use this when the user wants US federal or state government contract opportunities to bid on: bids, RFPs, solicitations, set-asides. Filters: naics (up to 10 codes), state, keyword (title only), set_aside (federal only), type (federal or state), posted_within_days (1 to 180), ope
search_grants
Use this when the user wants US federal grants or funding opportunities. Filters: naics (up to 10 codes), keyword (title only), posted_within_days (1 to 180), open (default true: open grants of any age), limit (1 to 50, default 20). Grant notices carry no state. If has_more is tr
search_jobs
Use this when the user is looking for a job, or for hiring signals, among postings from the last 30 days. Filters: naics (up to 10 codes), state, keyword (title only), posted_within_days (posted within the last 1 to 30 days, default 30), limit (1 to 50, default 20). Rows carry ti
get_opportunity
Use this when the user wants the details of one search result, or who to contact about it. Pass the id from a search result. Returns the result's row plus its description (up to 2000 characters), published points of contact (name and title only) and, when MatchAwards has them, ai
lookup_naics
Use this when the user describes a line of work in words and a NAICS code is needed, or asks what a code or code prefix covers. query is words (2 to 100 characters; common terms such as cybersecurity or janitorial list their usual codes first) or 2 to 6 digits (every six-digit co
search_awards
Use this when the user asks who won government contracts or grants: past awards by NAICS, agency, state, awardee name or UEI, with amounts and dates. Filters: type (contract_award, grant_award or any), naics (up to 10 codes), agency (a name; the note says which agency it matched)
get_company
Use this when the user wants one firm's government award history and its UEI is known, e.g. from a search_awards row. Returns the firm's name and other spellings, location (city, state, country), totals for contract and grant awards, first and last award dates, top NAICS codes an
assess_opportunity
Use this when the user asks if one opportunity is a good fit for them, whether to bid, or wants a bid brief: days left, set-aside match, similar past awards at the same agency, the firms that usually win such work and the usual award value. Pass the id from a search result, and o
find_teaming_partners
Use this when the user wants possible teaming partners, subcontractors or primes for one opportunity: firms that won similar awards in the same state or at the same agency. Pass the id from a search result, and optionally role (sub, prime or any). Returns up to 10 firms from Matc
my_matches
Use this when the user asks for their own matches: open contracts for their business. It needs a linked MatchAwards account and uses that account's NAICS codes and state; without a linked account it asks the user to link one. Options: type (federal or state), ignore_state (true:
show_results
Use this last, after searching, to show the user the opportunities you picked as a card. Pass up to 10 ids from search_contracts or search_grants results, best first. Keep your reply to a short summary; the card shows the rows. Ids from search_jobs or search_awards are not shown.

基本チェックi

誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月6日にチェック

✓ 合格
作者とリポジトリが一致
レジストリ名は、リポジトリを所有するGitHubアカウント matchawards で確認済みです
… 未チェック
今もメンテナンスされている
このリポジトリはまだGitHubから読み取っていません
… 未チェック
ライセンスがある
このリポジトリはまだGitHubから読み取っていません
✓ 合格
エンドポイントが応答する
774ミリ秒で応答（HTTP 200）
– 対象外
OAuthでサインイン
サインイン不要
✓ 合格
ツールの説明に隠れた指示がない
11件のツールの説明を読み、AIへの隠れた指示は見つかりませんでした

検索・AIの記憶のほかのサーバーとの比較i

このカテゴリのほかの7243件のうち0%よりスターが多い
このカテゴリのほかの7243件のうち98%より最近レジストリに公開
基本チェックの結果が、このカテゴリのほかの7243件のうち100%と同じかそれ以上

レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。

よくある質問

MatchAwardsは安全ですか？

当てはまる基本チェック3項目のうち3項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。

どんなキーやコードが必要ですか？

レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。

パソコンで動きますか、それともクラウドですか？

どちらでも使えます。パソコンにインストールしても、クラウド版につないでもかまいません。

今もメンテナンスされていますか？

GitHubリポジトリの最終更新は–、最新バージョン（1.1.6）がレジストリに届いたのは昨日です。

どのアプリで使えますか？

Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ（開発者モードのChatGPTなど）でも使えます。

代わりに使えるものは？

同じカテゴリには：Context7, Codebase Memory, Exa

代わりの候補

同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。

カードの見方：★ GitHubスターi3つの柱：レビュー · チェック · 利用状況i更新＝最新バージョンをレジストリに公開した日i

Context7

作者：upstash

Up-to-date docs for AI agents

パソコンでもクラウドでも★ 64,224MIT今日更新

インストール

Codebase Memory

作者：DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

パソコンで動く★ 48,148MIT20 日前更新

インストール

Exa

作者：exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

クラウドで動く★ 5,213MIT先月更新

インストール

作者のREADME

READMEを開く

作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。

MatchAwards MCP server

*MatchAwards gives AI agents direct access to continuously updated government and business contracts, grants, jobs, awards and collaboration opportunities.*

This is the Model Context Protocol server for MatchAwards. It lets Claude, Cursor, VS Code and other MCP clients search US government contract opportunities, grants and jobs, and past contract and grant awards. It only reads data, and it needs no account and no API key.

Tools

Tool	What it returns	Example prompt
`search_contracts`	Federal and state contract opportunities. Filters: NAICS (up to 10 codes), state, keyword, set-aside, federal or state only, posted within N days, open only, agency (by name), 1 to 50 results, paging.	"Find open roofing contracts in Virginia posted in the last week."
`search_grants`	Federal grant and funding opportunities. Filters: NAICS, keyword, posted within N days, open only, 1 to 50 results, paging (grant notices carry no state).	"Are there open broadband grants?"
`search_jobs`	Job postings from the last 30 days. Filters: NAICS, state, keyword, posted within N days, 1 to 50 results, paging.	"Show electrician jobs in Texas from the last 7 days."
`get_opportunity`	The full record of one opportunity: the search row plus its description, published points of contact (name and title) and, where MatchAwards has them, AI-generated notes (`ai`: fit, reasoning, subcontracting and large-prime angles, summary), labelled as AI-generated.	"Who do I contact about the second result?"
`lookup_naics`	NAICS codes from words ("cybersecurity") or from a 2 to 6 digit code prefix, with each code's page on matchawards.com. 1 to 25 codes.	"What NAICS code covers cybersecurity consulting?"
`search_awards`	Past federal contract awards and grant awards: awardee (name, UEI, DUNS), amount, date, agency, NAICS, set-aside, place, solicitation, contract and CFDA numbers, links to matchawards.com and to SAM.gov or USAspending. Filters: type, NAICS, agency (by name), state, awardee name, UEI, keyword, awarded within N days (up to 1,095), 1 to 50 results, paging.	"Who won VA contracts under NAICS 541512 in the last year?"
`get_company`	One firm's award history by UEI: names, location (city, state, country), contract and grant totals, first and last award dates, top NAICS codes and agencies, the 10 most recent awards. No contact details.	"Show the award history of UEI C3KXNLTAAY98."
`assess_opportunity`	A qualification brief on one opportunity: days left (US Eastern), open or closed, set-aside and NAICS (and whether they match the user's `my_set_aside` and `my_naics`), the AI-generated notes, the 5 newest similar awards (same NAICS at the same agency, or all agencies when that agency has none; the newest 150 at most from the last 3 years, and `sample` says which dates were read and whether that was all of them), the top 5 firms that won similar work (by count, then total), the quartiles of their award amounts and a coverage note.	"Should we bid on the first result? We're NAICS 336413, small business."
`find_teaming_partners`	Up to 10 firms that won similar awards, from the newest records read (`sample`; same NAICS in the opportunity's state, then at its agency; the NAICS anywhere when neither returns any and award requests are left), de-duplicated by UEI, ranked by count, then the most recent, then the total, each with a `why` line written from the records. Firms without a UEI in the records are listed with `uei: null`, and the note says their history can't be looked up. `role` (`sub`, `prime`, `any`) puts smaller or larger typical awards first among firms with the same count. Public award data only: no contacts, no profile links.	"Who could we team with on that Air Force notice?"

The agency filter takes a name. The server looks it up among MatchAwards' agencies (exact name first, then names that start with it, then the rest in the API's order) and filters by the best match only, for now; the result's note names that agency and lists up to three other matches (one department can have several agency accounts), and when nothing matches, the search covers all agencies and the note says so. Lookups are cached for 10 minutes.

Award records may be incomplete (federal awards especially), so every award result says so. The two brief tools describe firms as having won similar work, never as the incumbent; they make at most 1 opportunity request and 6 award requests per call (at most 3 per query, shared by the queries), within 6 seconds, and when either limit cuts the lookup short they answer with what they read and a warning. Their sample says how many award records the figures rest on, their dates, and whether every matching record was read. A grant award's title is its recipient's name, so the model is asked to head it with the awardee name and CFDA number instead.

Every tool is read-only and needs no account (except my_matches, a hosted tool that exists only with account linking on; see Linked accounts): each declares readOnlyHint, idempotentHint, a title and securitySchemes: [{"type": "noauth"}] (in _meta). Results are structured: each tool publishes an outputSchema and returns structuredContent, with the same JSON as text for clients that read only text. Every result carries a url on matchawards.com (and a sam_url for federal notices), and the server asks the model to show them as markdown links. Links to matchawards.com carry utm_source, utm_medium and utm_campaign parameters naming the AI host the request came from (for example utm_source=chatgpt); links to other sites are left unchanged.

Changes in 1.1.6

Rate limits (hosted): only tool calls count in the per-client limit, now 60 per minute and 20 per 5 seconds (the MatchAwards API's own per-address limit; was 30 and 10 for every request), 240 per minute per IPv6 /48. Handshake and listing requests, which coding agents such as Codex repeat before every call, have their own budget of 600 per minute and 120 per 5 seconds (MATCHAWARDS_PROTOCOL_PER_MIN, MATCHAWARDS_PROTOCOL_BURST), with 6000 per minute for all clients together (MATCHAWARDS_PROTOCOL_GLOBAL_PER_MIN, the only one that applies to ChatGPT's addresses). Rejections count as rate_limit_protocol and rate_limit_protocol_global. A body that does not arrive within 10 seconds gets 408 (timeout).
The Codex CLI (User-Agent codex-mcp-client/...) is its own family, codex, in the usage metrics. Its links keep utm_source=mcp.

Changes in 1.1.5

Go-links (hosted, MATCHAWARDS_GO_LINKS=1): an opportunity's sam_url and an award's source_url are given as the record's https://matchawards.com/go/ / link, which redirects to the same SAM.gov or USAspending page and counts the hand-off. A record without a MatchAwards id or page keeps its plain link. Off by default.

Changes in 1.1.4

search_contracts: the first page of a NAICS search that found something tells the model it may offer, once per conversation, a free MatchAwards account that sends new matches for those codes by email, with a sign-up link carrying the host's UTM parameters. my_matches never offers it.
MATCHAWARDS_CHATGPT_SIGNIN=0 (hosted, linking on): while ChatGPT's connection offers no sign-in, my_matches answers ChatGPT without the challenge (ChatGPT shows one only as an internal error): sign-in isn't available there yet, search by NAICS codes instead. Counted as outcome signin_unavailable.

Changes in 1.1.3

my_matches without a linked account: when the app gives the user no way to sign in, the model says plainly that signing in to MatchAwards isn't available there yet (not an error), asks what the business does, finds the codes with lookup_naics and searches with search_contracts.

Changes in 1.1.2

No NAICS codes given: the instructions have the model ask what the user's business does (or its codes) and find the codes with lookup_naics, in every mode. With linking on, my_matches on a profile without codes asks the same, searches with the codes found (keeping the profile's state and set-aside) and offers the match-settings link to save them.
"Nothing here needs an account" is in the instructions only with linking off; with linking on it contradicted my_matches.
The keyword hint says keyword search matches whole words in titles, and to try another form of the word.

Changes in 1.1.1

Hosted server: MATCHAWARDS_API_MAX_IN_FLIGHT (default 16) caps the requests to the public API in flight at once for the whole server. A request waits up to 5 seconds for a free slot (less when the tool's own time limit is nearer), then the tool answers "busy, retry" without calling the API. The per-minute API budget is spent only once a slot is held.

Changes in 1.1.0

Tool choice: assess_opportunity is described as the tool for fit, bid/no-bid and bid-brief questions, and get_opportunity points those questions to it (contracts and grants only).
Keyword hint: a contract, grant or award search by keyword with no NAICS code and only a few rows says in its note that keyword search matches titles only and points to lookup_naics.
Hosted server metrics: tool calls by User-Agent family, rows returned per list tool, MatchAwards API timing per endpoint and outcome, API requests per tool call, distinct ChatGPT conversations and first-seen ChatGPT users. Stats show the empty-result rate per tool; the ledger gains a rows column, added at open.
Hosted server: optional account linking and the my_matches tool (see Linked accounts). Off unless MATCHAWARDS_AUTH_ISSUER is set; with it off nothing else changes.

Changes in 1.0.4

The result card renders in Claude: its _meta.ui.domain is left out for Claude, which accepts only its own sandbox domain; other hosts still get https://matchawards.com.

Changes in 1.0.3

Hosted server: usage-stat rows are kept 180 days by default (was 365), set by MATCHAWARDS_USAGE_RETENTION_DAYS.

Changes in 1.0.2

Cards come from a new tool, show_results, which the model calls once with the ids it picked; the search tools return data only. The card (results-v2.html) expands a row in place and has an "Ask about this" button.
Results filtered by naics say which requested codes matched: matched_naics (the record's own codes) and, on contract notices, ai_matched_naics (codes MatchAwards' AI suggested).
Links to matchawards.com carry UTM parameters naming the AI host.
Hosted server: the shared limit is 1200 requests per minute, and /metrics adds tool latency, distinct-caller and client counts.

Changes in 1.0

search_by_naics is removed: search_contracts, search_grants and search_jobs take the same naics filter on its own.
find_contacts is removed: get_opportunity returns the published contacts with the rest of the record.
Results are structured output (outputSchema plus structuredContent). Fields the API adds later appear in results only once the schema declares them. get_opportunity returns ai (AI-generated notes, labelled as such) where MatchAwards has them, else null.
Tool annotations are closed-world (openWorldHint: false): the tools read the MatchAwards catalog only.
New tools: lookup_naics, search_awards, get_company, assess_opportunity and find_teaming_partners; search_contracts takes an agency name.

Cards

Hosts that render MCP Apps (ChatGPT, Claude) get one inline card per answer: after searching, the model calls show_results with up to 10 contract or grant ids it picked, and the card lists up to 8 of them with title, agency, place, a federal/state/grant badge, the deadline (days left, closed, or no fixed deadline), set-a

冒頭だけを表示しています。続きはリポジトリで読めます

MatchAwards

概要

PopNx MCPの3つの柱

できること

インストール

インストールの前に

または、パソコンで動かす

または、パソコンで動かす

または、パソコンで動かす

または、パソコンで動かす

自分で入力する値

できること

基本チェックi

作者とリポジトリが一致

今もメンテナンスされている

ライセンスがある

エンドポイントが応答する

OAuthでサインイン

ツールの説明に隠れた指示がない

検索・AIの記憶のほかのサーバーとの比較i

よくある質問

代わりの候補

Context7

Codebase Memory

Exa

作者のREADME

MatchAwards MCP server

Tools

Changes in 1.1.6

Changes in 1.1.5

Changes in 1.1.4

Changes in 1.1.3

Changes in 1.1.2

Changes in 1.1.1

Changes in 1.1.0

Changes in 1.0.4

Changes in 1.0.3

Changes in 1.0.2

Changes in 1.0

Cards