Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
A phone number for your business or your AI agent. Kai answers it and calls businesses for you.
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.
X-KaiCalls-API-Key비밀로 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 kaicalls https://www.kaicalls.com/api/mcp --header 'X-KaiCalls-API-Key: your-value'실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"kaicalls": {
"url": "https://www.kaicalls.com/api/mcp",
"headers": {
"X-KaiCalls-API-Key": "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": {
"kaicalls": {
"type": "http",
"url": "https://www.kaicalls.com/api/mcp",
"headers": {
"X-KaiCalls-API-Key": "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.
X-KaiCalls-API-Key 비밀 HTTP header이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
서버가 도구 목록을 보여 주기 전에 로그인을 요구해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 도메인 kaicalls.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
230ms 만에 응답(HTTP 401)
OAuth 로그인을 지원한다고 밝혀서, AI 앱이 로그인 화면으로 안내해 줘요
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 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: X-KaiCalls-API-Key
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.1.0)은 8일 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: Spec Driven Development, Remote Desktop Commander, FlyDocs
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Spec-driven development workflow: your agent works issues, sessions and the status lifecycle.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
A phone number for your business or your AI agent. Kai answers it and calls businesses for you.
Get a business number (or keep yours) with Kai built in. Your phones ring first; Kai answers misses and after-hours calls, takes the details and texts you. See current plans and pricing. This repository is the public connector definition for the hosted KaiCalls MCP server — it documents the endpoint, authentication, and tool catalog so MCP clients and directories can discover and connect to it.
The KaiCalls platform itself is a hosted SaaS — there is no server to install. You connect to the live endpoint below with your KaiCalls account.
| MCP endpoint | https://www.kaicalls.com/api/mcp |
| Transport | Streamable HTTP (JSON-RPC over HTTP POST) |
| Auth | OAuth 2.1 (PKCE S256 + DCR) or kc_live_ API key as Bearer |
| Setup endpoint | https://www.kaicalls.com/api/mcp/acquisition (setup-only subset for first-time buyers) |
| Tools | 171 on the account endpoint (60 read-only, 111 write/setup); 37 on the setup endpoint |
| Homepage | KaiCalls |
| Provider | KaiCalls · connor@kaicalls.com |
| License | MIT (connector definitions and docs) |
| Status | GA — live in production |
A person can connect ChatGPT, Claude or any MCP client and get a real US number:
make_call places an errand call to a US or Canada business (a shop, clinic, office or restaurant), asks the question, presses keys on phone menus, and check_call_status returns the answer. Kai says up front that it is an assistant calling for you, and it does not place AI calls to personal cell phones.What is the KaiCalls MCP connector? It is the official hosted MCP connector for KaiCalls. Existing customers use https://www.kaicalls.com/api/mcp; a first-time buyer can use the setup-only surface at https://www.kaicalls.com/api/mcp/acquisition.
Who should use it? Use it when Claude, ChatGPT, Cursor, an MCP gateway, or another AI client needs to safely inspect KaiCalls agents, calls, transcripts, leads, analytics, and approved setup actions.
Does it require hosting your own server? No. KaiCalls hosts the MCP server. Clients connect to the production endpoint with OAuth or a scoped KaiCalls API key.
Is this the WordPress plugin? No. The approved KaiCalls AI Intake plugin captures website leads from WordPress. This repo documents the agent/MCP connector.
Is this the n8n integration? No. n8n workflows should use n8n-nodes-kaicalls.
integrations/openclaw is the KaiCalls plugin. It adds 8 call and text tools, plus a kaicalls channel so texts to your agent's number start an agent turn. ClawHub publication is pending.integrations/hermes is a portable Agent Plugins v1 package (the hosted MCP server plus a skill). Install it with hermes plugins install https://github.com/KaiCalls/kaicalls-mcp/tree/main/integrations/hermes.[Add KaiCalls to Claude in one click](https://claude.ai/customize/connectors?modal=add-custom-connector&connectorName=KaiCalls&connectorUrl=https%3A%2F%2Fwww.kaicalls.com%2Fapi%2Fmcp): Claude opens its *Add custom connector* box with the name and URL already filled in. Press Add, then sign in. Owners of a Team or Enterprise workspace can use the admin link to add it for everyone.
Add a custom connector pointing at https://www.kaicalls.com/api/mcp for an existing account, or the acquisition endpoint for setup. Sign in with your KaiCalls account, pick the business on the consent screen, and Allow. See docs/quickstart.md for screenshots and per-client steps.
Pass a KaiCalls API key directly — no OAuth round-trip needed:
Authorization: Bearer kc_live_xxxxxxxxxxxxxxxxxxxx
(X-KaiCalls-API-Key: kc_live_... is also accepted.) Generate keys in the KaiCalls dashboard under Settings → API Keys. See docs/authentication.md.
KaiCalls is a remote server — there is nothing to clone or install. Add it to your MCP client config as a Streamable HTTP server and authenticate with a kc_live_ key. For Cline, edit cline_mcp_settings.json (or use the Remote Servers tab) and add:
{
"kaicalls": { "url": "https://www.kaicalls.com/api/mcp", "type": "streamableHttp", "headers": { "Authorization": "Bearer kc_live_YOUR_KEY" } } }
Replace kc_live_YOUR_KEY with a key from the KaiCalls dashboard under Settings → API Keys. The transport type must be the camelCase string streamableHttp — using streamable-http or omitting it makes Cline fall back to SSE and the connection fails with a 405. Once saved, Cline lists the KaiCalls tools and is ready to use. See llms-install.md for the full agent-driven setup walkthrough.
gemini extensions install https://github.com/KaiCalls/kaicalls-mcp
agy plugin install https://github.com/KaiCalls/kaicalls-mcp
Both connect to the hosted server at https://www.kaicalls.com/api/mcp and sign you in with OAuth the first time a tool runs.
Most clients should connect to the hosted server at https://www.kaicalls.com/api/mcp. For stdio-only clients, this repo ships a small bridge with no dependencies:
docker build -t kaicalls-mcp .
docker run -i --rm -e KAICALLS_API_KEY=kc_live_... kaicalls-mcp
initialize and tools/list work without a key. tools/call needs KAICALLS_API_KEY, which you create at https://www.kaicalls.com/dashboard/settings/api-keys.
The account endpoint exposes 171 tools: 60 read-only and 111 write/setup. Every tool carries MCP safety annotations (readOnlyHint, destructiveHint, idempotentHint, openWorldHint). The setup endpoint (/api/mcp/acquisition) exposes the 37 tools marked Yes in the Setup surface column, the subset that takes a new business from signup to a working number. The machine-readable inventory, with full descriptions, scopes and annotations, is in mcp.json and server-card.json. In-depth notes for the core tools are in docs/tools.md. The live tools/list response returns each tool's input schema.
| Tool | Scope | Setup surface | What it does |
|---|---|---|---|
get_lsa_account_report | calls:read | Read the authorized advertiser's live Google Local Services aggregate account report, including actual spend, currency and charged lead totals. | |
get_lsa_setup | calls:read | Inspect Google LSA account selection and sync freshness, with setup steps. | |
list_lsa_leads | calls:read | List synced Google LSA leads, charge and credit states, source IDs and rating details. | |
get_lsa_conversations | calls:read | Read the latest 200 synced Google LSA conversation events for an LSA lead, including customer and advertiser messages. | |
get_lsa_report | calls:read | Report LSA lead counts, types, observed statuses, ratings and credit counts for an explicit UTC window (start inclusive, end exclusive). | |
agency_offer_preview | workspaces:write | Builds the publishable manifest and sales kit for an offer draft and returns its fingerprint and revision for publishing. | |
agency_installation_preview_route_receipt | workspaces:write | Returns the evidence that a real call reached the client's voice line and produced a delivered lead notification, with a fingerprint for acknowledgement. | |
agency_installation_preview_handoff | workspaces:write | Returns the staff handoff for an installation with a fingerprint for approval. | |
agency_installation_owner_preview | workspaces:write | Shows the client owner the exact intake facts and voice script prepared for their business, with the hashes needed to approve each. | |
agency_installation_export | workspaces:write | Returns the installation release, intake facts, approved script, staff sheet and checks for handoff or records. | |
agency_installation_preview_offboard | workspaces:write | Shows what offboarding would stop and what it keeps (phone number, sender, connections, billing plan and history), with a fingerprint for approval. | |
agency_care_preview_review | workspaces:write | Shows the exact review-request text, sender number and recipients for customers with a completed service, with a fingerprint for approval. | |
get_agency_workspace | workspaces:read | Read assigned installations, grouped support incidents, accepted billing evidence (also billing:read), or inventory one authorized client's saved facts and actual channel readiness. | |
get_extra_number_status | numbers:read | Yes | Read an owner-authorized extra-number request. |
get_setup_recovery_status | numbers:read | Yes | Read an owner-authorized setup recovery request by its business and idempotency key. |
check_call_status | calls:read | Check the status of a call by its ID | |
list_recent_calls | calls:read | List recent calls for the authenticated business | |
get_transcript | calls:read | Get the transcript and summary of a completed call | |
get_call_recording | calls:read | Get the real call recording URL for a call so reviewers can listen to the voice/audio instead of relying only on the transcript. | |
list_agents | agents:read | Yes | List the KaiCalls agents on the authenticated account. |
get_business_info | agents:read | Yes | Read back what a business already has: profile details, how many agents are configured, and recent call volume. |
get_operational_settings | agents:read | Yes | Audit the business-level operational setup required before changing a live account: staff alert recipients, SMS/email alert flags, escalation rules, textable send-link entries, and assigned agent voice/model/greeting metadata. |
get_activation_status | agents:read | Yes | Read current call readiness and persisted private-test proof for one accessible business. |
list_leads | calls:read | List leads for the authenticated business, with optional status/source/agent filters. | |
get_lead | calls:read | Get full details for a single lead by ID, including the latest AI lead score and explanation. | |
list_voicemails | calls:read | List recent voicemails for the authenticated business, including transcripts and recording URLs. | |
list_sms_messages | sms:read | Read SMS and WhatsApp message evidence for accessible businesses (sms:read), including provider message ID, carrier status, delivery/failure timestamps and failure code. | |
list_campaigns | calls:read | List outbound call campaigns for the authenticated business. |
| list_workflow_templates | calls:read | | List t
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요