Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Web search, page reading, prices and market data for agents, billed to your SingIt API key in USDC.
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.
Authorization비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
터미널에서 이 명령어를 실행하세요
claude mcp add --transport http singit https://app.singitai.app/mcp --header 'Authorization: your-value'실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"singit": {
"url": "https://app.singitai.app/mcp",
"headers": {
"Authorization": "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": {
"singit": {
"type": "http",
"url": "https://app.singitai.app/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
Authorization 비밀 HTTP header이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 도메인 singitai.app 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: Authorization
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.1.4)은 6일 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: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Give an agent SingIt tools with an MCP key with limits your owner sets: a daily limit, a per-request limit and an expiry, signed by the owner's wallet.
Docs · Tools reference · Developers · Main repository
SingIt runs a remote MCP server. There is nothing to install and no local process: your client connects to one URL.
https://app.singitai.app/mcp
Streamable HTTP, JSON responses only (no SSE, no sessions). MCP Registry name: app.singitai/singit. Server singit "SingIt x402", version 0.1.5 once deployed (the live server reports 0.1.3 until then); protocol 2025-06-18.
Configuration examples, not run live. The chat tools require the gateway deployment of 0.1.5.
claude mcp add --transport http --scope user singit https://app.singitai.app/mcp
claude mcp list
The list should show singit: https://app.singitai.app/mcp (HTTP) - ✔ Connected.
Free, no key, short answers (up to 400 tokens), using free/deepseek-v4.1-flash by default. The result includes billing.remainingToday and billing.resetsAt. A small daily allowance is counted per network, and a shared daily budget can run out. The result also hints to drop the free/ prefix to pay with chat.
export SINGIT_API_KEY=sk_singit_...
claude mcp remove singit --scope user claude mcp add --transport http --scope user singit https://app.singitai.app/mcp --header 'Authorization: Bearer ${SINGIT_API_KEY}'
Ask: "Use the SingIt chat tool to explain x402 in detail." Then use get_limits to check the remaining budget and get_receipts to check the charge.
See the Claude Code guide.
Claude Code (adds the MCP server plus /singit:limits, /singit:receipts and a "price before a paid call" skill):
/plugin marketplace add SingItAi/singit-mcp
/plugin install singit@singit
Codex (adds the MCP server with your key, plus the singit-limits, singit-receipts and price-before-paid-call skills). It needs an MCP key with limits in SINGIT_API_KEY before Codex starts: Codex does not start the server when the variable is unset (we checked), so for the free tools without a key use codex mcp add singit --url https://app.singitai.app/mcp instead.
export SINGIT_API_KEY=... # your MCP key
codex plugin marketplace add SingItAi/singit-mcp codex plugin add singit@singit
The Claude Code plugin works without a key (free tools, chat_free; it only warns about the unset variable). For paid tools and your limits, create an MCP key with limits and export SINGIT_API_KEY in the environment that starts the client; the plugins read it from there and never store it. /singit:limits and /singit:receipts call the free, read-only get_limits and get_receipts. The limits they show are the ones SingIt's server checks for calls made with that key to SingIt's MCP and /v1; they do not limit anything an agent spends elsewhere. The plugin files live in plugins/claude and plugins/codex; the marketplace manifests are .claude-plugin/marketplace.json and .agents/plugins/marketplace.json.
Suggested terms: $1 a day, $0.05 a request, 7 days. In the SingIt app, the “Agent via MCP” preset fills these in. The server's own defaults when you do not change anything are $5 a day, $0.25 a request, 90 days. The minimum daily cap is $0.01 and the maximum is $1000.
SINGIT_API_KEY securely in the environment that launches your client. Never put the key in chat, logs or a file.Configuration examples, not run live.
The free tools and tools/list work without a key, so you can add the server and look around first.
Claude Code
claude mcp add --transport http singit https://app.singitai.app/mcp --header 'Authorization: Bearer ${SINGIT_API_KEY}'
Single quotes keep ${SINGIT_API_KEY} as a reference so the key is not written into Claude Code's configuration.
Codex
codex mcp add singit --url https://app.singitai.app/mcp --bearer-token-env-var SINGIT_API_KEY
Cursor and other clients with a `url` and `headers` JSON config (see .mcp.json; Windsurf uses serverUrl, see docs/clients.md):
{
"mcpServers": { "singit": { "url": "https://app.singitai.app/mcp", "headers": { "Authorization": "Bearer ${env:SINGIT_API_KEY}" } } } }
More clients and per-client notes: docs/clients.md.
The key's daily and per-request caps are enforced by SingIt's server for calls made with that key to SingIt's MCP and the same key's /v1 endpoint. They do not limit what an agent spends anywhere else. SingIt's contracts do not protect other people's agents' own wallets.
On Base the owner's allowance limiter is an on-chain contract the owner can pause. On Solana key caps are checked by SingIt's server; the owner can revoke the delegation. There is no on-chain emergency stop. A paused Solana account is unpaused only by a new grant signed after the pause.
For a $0.01 daily cap, the refusal from web_api_keys.py is:
This key's daily limit of 0.01 USDC is used up, counting requests still running. It starts again at 00:00 UTC, or raise it with a new key.
This quote comes from the code, not run live. The server counts today's spend, held amounts for running calls and the most the next call may cost before allowing it. A refused call returns isError true; nothing is bought or charged for it. Stop when a limit refuses; do not try to bypass it.
Revoke immediately in Settings → API keys; no wallet signature is needed. A wrong or revoked key returns HTTP 401. A missing, empty or unexpanded key is keyless: free tools only. MCP allows 60 requests a minute per key. A key cannot move funds or change limits.
See the MCP key guide and SingIt skill.
18 tools. The full reference with every parameter, allowed value, key scope and network is on the website, https://singitai.app/docs/mcp-tools/; docs/tools.md is the generated offline copy checked against the live server.
| Group | Tools | Key |
|---|---|---|
| Free lookups | get_price, list_price_symbols, list_models | none |
| Free answers | chat_free | none |
| Chat (paid per call) | chat | yes, no extra scope |
| Your account (free, read-only) | get_balance, get_limits, get_receipts | yes |
| Web (paid per call) | web_search, read_page | yes, search scope |
| Market and data (paid per call) | get_weather, get_singit_risk_check, get_x_profile, get_crypto_news, get_hyperliquid_market, get_funding_rates, resolve_ens, get_token_price | yes, tools scope |
Paid calls are charged to the key's own limits, in USDC, including chat. Chat and web tools work on Base or Solana accounts; the market and data tools need a Base account for now. Read-only tools can still cost money, and repeating a paid call charges again. get_limits shows what the key has spent and what is left today.
Chat needs any valid key, with no extra scope. Send exactly one of prompt or messages; optional model is an ID from list_models without the free/ prefix. With prompt, you can also send system. max_tokens defaults to 1024 and can be up to 8192; reasoning models think inside that budget. SingIt's server enforces the key's daily and per-request caps for calls with that key to SingIt's MCP and /v1 only; a call over a cap is refused before anything is charged.
Configuration examples, not run live. Neither request needs a key and neither spends anything:
curl -sS https://app.singitai.app/mcp \
-H 'Content-Type: application/json' -H 'Accept: application/json, text/event-stream' \ -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-06-18","capabilities":{},"clientInfo":{"name":"check","version":"1.0"}}}'
curl -sS https://app.singitai.app/mcp \ -H 'Content-Type: application/json' -H 'Accept: application/json, text/event-stream' \ -d '{"jsonrpc":"2.0","id":2,"method":"tools/list"}'
Then ask the agent to call get_limits: it is free, read-only, and requires a key. It shows spent today, held amounts for running calls, remaining daily budget and expiry.
Or run the bundled check, which compares the live server with tools.json (Node 20+, no dependencies):
npm run check:live
| Path | What |
|---|---|
server.json | The MCP Registry manifest for app.singitai/singit |
.mcp.json, llms-install.md | Ready-made client config and an install guide meant for LLM clients |
tools.json | Gateway-source snapshot pending deployment; refresh from live after deployment |
docs/tools.md | Offline copy of the website's tools reference, generated from tools.json |
scripts/check-live.mjs | Free check of the live server against the snapshot |
The server itself runs inside the SingIt gateway and shares code with the rest of the payment stack, so its source lives in the main repository (sign402-gateway). This repository is where you find out how to connect and what the server offers.
See CONTRIBUTING.md. Security problems: email contact@singitai.app, not a public issue (SECURITY.md). MIT licensed.