MCP 服务器

SingChat

            org.singchat/singchat
        

商业与运营通信公开且可连接 MCP 2025-11-25

此 MCP 可以做什么

Sets up and manages an AI-supported customer chat workspace, knowledge base, FAQs, conversations, replies, analytics, and website embeds.

add_knowledge

Add knowledge

Train the AI agent by adding a knowledge source. type='url' crawls a website (up to 50 pages, fewer when the workspace knowledge-base quota is nearly full); type='qa' stores a single question/answer pair. Ingestion is asynchronous, the source starts as PENDING; poll `list_knowledge` for READY status.

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['type'], 'properties': {'url': {'type': 'string', 'format': 'uri', 'description': "Website root URL to crawl. Required when type='url'."}, 'type': {'enum': ['url', 'qa'], 'type': 'string', 'description': "'url' to crawl a website, or 'qa' to add a question/answer pair."}, 'answer': {'type': 'string', 'description': "The answer. Required when type='qa'."}, 'question': {'type': 'string', 'description': "The question. Required when type='qa'."}}}

claim_account

Claim SingChat account

Return the link to claim (permanently secure) this SingChat workspace by setting an email and password. Use this for workspaces that were auto-created via MCP so the user does not lose access. The link is single-use and expires after 15 minutes. Requires an authenticated legacy workspace.

输入模式

{'type': 'object', 'properties': {}}

configure_agent

Configure AI agent

Configure this workspace's AI support agent. All fields are optional, only the fields you pass are updated; the rest keep their current values. Call with no fields to just read back the current configuration. Does not touch or return any API keys.

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'model': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Chat model id, e.g. gpt-4o-mini.'}, 'enabled': {'type': 'boolean', 'description': 'Turn the automated AI agent on (true) or off (false).'}, 'providerMode': {'enum': ['platform', 'byok'], 'type': 'string', 'description': "'platform' = platform-hosted keys (billed via AI credits); 'byok' = bring your own key."}, 'systemPrompt': {'type': 'string', 'maxLength': 8000, 'minLength': 1, 'description': "The agent's system prompt / persona and answering rules."}, 'greetingMessage': {'type': 'string', 'maxLength': 2000, 'description': 'First message visitors see when they open the chat. Pass an empty string to clear it.'}}}

fetch

Fetch

Fetch the full text of a single document by id, using an id returned by the search tool. With a workspace API key this reads a knowledge document from that workspace; without a key it reads a SingChat help article. Returns id, title, text, url, and optional metadata.

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['id'], 'properties': {'id': {'type': 'string', 'description': 'The document id returned by the search tool.'}}}

输出模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['id', 'title', 'text', 'url'], 'properties': {'id': {'type': 'string'}, 'url': {'type': 'string'}, 'text': {'type': 'string'}, 'title': {'type': 'string'}, 'metadata': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'string'}}}, 'additionalProperties': False}

get_analytics

Get Analytics

Return a compact analytics summary for this workspace over the last `days` days (default 30): conversation counts + resolution rate, message volume + AI share, plus a live snapshot of today (UTC).

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'days': {'type': 'integer', 'default': 30, 'maximum': 365, 'minimum': 1, 'description': 'Look-back window in days for the conversation/message stats (default 30).'}}}

get_conversation

Get conversation

Fetch a single conversation with its contact details and the most recent messages (oldest→newest).

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['conversationId'], 'properties': {'conversationId': {'type': 'string', 'minLength': 1, 'description': 'The conversation id (from list_conversations).'}}}

get_embed_snippet

Get widget embed snippet

Return the SingChat chat-widget embed code for this workspace's web inbox, in three flavors: plain HTML, React (useEffect), and Next.js (next/script). Requires a workspace API key. Optionally pass `platform` to get just one flavor.

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'platform': {'enum': ['html', 'react', 'next'], 'type': 'string', 'description': 'Which snippet to return. Omit to get all three.'}}}

list_conversations

List conversations

List the workspace's support conversations (agent/inbox view), newest activity first. Optionally filter by status or a free-text search over the contact name/email and last message. Returns a compact list: id, contact name, status, unreadCount, last message preview, updatedAt.

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'limit': {'type': 'integer', 'maximum': 200, 'description': 'Max conversations to return (default 100).', 'exclusiveMinimum': 0}, 'search': {'type': 'string', 'description': 'Free-text match on contact name/email and the last message preview.'}, 'status': {'enum': ['OPEN', 'PENDING', 'RESOLVED', 'SNOOZED'], 'type': 'string', 'description': 'Only conversations with this status.'}}}

list_knowledge

List knowledge

List all knowledge documents for this workspace with their processing status (PENDING | PROCESSING | READY | FAILED) and chunk counts. Use this to check whether items added via add_knowledge have finished training.

输入模式

{'type': 'object', 'properties': {}}

manage_faq

Manage FAQ

List, create, update, or delete this workspace's FAQ items (shown in the chat widget and usable by the AI agent). Set `action` to 'list' | 'create' | 'update' | 'delete'. 'create' needs `question` + `answer`; 'update' and 'delete' need `id`.

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['action'], 'properties': {'id': {'type': 'string', 'description': "FAQ item id. Required for 'update' and 'delete'."}, 'action': {'enum': ['list', 'create', 'update', 'delete'], 'type': 'string', 'description': 'Which FAQ operation to run.'}, 'answer': {'type': 'string', 'maxLength': 4000, 'minLength': 1, 'description': "Answer text. Required for 'create'; optional for 'update'."}, 'enabled': {'type': 'boolean', 'description': "Whether the FAQ item is visible/active. Optional for 'create' and 'update'."}, 'question': {'type': 'string', 'maxLength': 500, 'minLength': 1, 'description': "Question text. Required for 'create'; optional for 'update'."}}}

ping

Ping

Health check for the SingChat MCP server. Returns 'pong' and whether this request is authenticated to a workspace.

输入模式

{'type': 'object', 'properties': {}}

reply_to_conversation

Reply to conversation

Send an agent reply through a supported SingChat real-time inbox. This takes the conversation over from the AI and broadcasts the message to the visitor and agent inbox. Email, Telegram, and WhatsApp conversations are rejected before any change.

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['conversationId', 'content'], 'properties': {'content': {'type': 'string', 'minLength': 1, 'description': 'The reply text to send to the visitor.'}, 'conversationId': {'type': 'string', 'minLength': 1, 'description': 'The conversation id to reply in.'}}}

resolve_conversation

Resolve conversation

Mark a conversation as RESOLVED (closes it). The visitor's widget will no longer show it as active.

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['conversationId'], 'properties': {'conversationId': {'type': 'string', 'minLength': 1, 'description': 'The conversation id to resolve.'}}}

Search SingChat for relevant documents. When called with a workspace API key, this searches that workspace knowledge base; without a key it searches SingChat's own help content (what SingChat is, adding the chat widget, MCP setup, free tier, AI training, channels, white label, pricing). Returns a list of results with id, title, and url. Use the fetch tool with a result id to read the full text.

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query'], 'properties': {'query': {'type': 'string', 'description': 'The search query or user question.'}}}

输出模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['results'], 'properties': {'results': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'title', 'url'], 'properties': {'id': {'type': 'string'}, 'url': {'type': 'string'}, 'title': {'type': 'string'}}, 'additionalProperties': False}}}, 'additionalProperties': False}

search_knowledge

Search knowledge

Semantic search over the workspace knowledge base. Returns the most relevant chunks (with source document title and similarity score) for a query. Only searches documents that have finished training (status READY).

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query'], 'properties': {'topK': {'type': 'integer', 'maximum': 20, 'minimum': 1, 'description': 'Max number of chunks to return (default 5).'}, 'query': {'type': 'string', 'minLength': 1, 'description': 'The search query / user question.'}}}

set_keywords

Add keyword auto-reply

Add a keyword auto-reply rule: when an inbound message matches any of the keywords, the bot replies with the given text. Good for canned FAQ-style triggers (e.g. keyword 'invoice' -> 'Download it from the billing page').

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['keywords', 'reply'], 'properties': {'reply': {'type': 'string', 'maxLength': 2000, 'minLength': 1, 'description': 'The reply text to send.'}, 'keywords': {'type': 'array', 'items': {'type': 'string', 'maxLength': 80, 'minLength': 1}, 'maxItems': 20, 'minItems': 1, 'description': 'Trigger words/phrases (case-insensitive).'}, 'matchType': {'enum': ['CONTAINS', 'EXACT'], 'type': 'string', 'description': 'CONTAINS (default) = keyword appears anywhere in the message; EXACT = whole message equals the keyword.'}}}

singchat_setup

Set up SingChat

Get the user up and running with SingChat live-chat. Call this FIRST. If no authenticated workspace is configured, this creates a brand-new free workspace and returns a short-lived, single-use browser claim link plus the website embed snippet. The user chooses their own sign-in details in the browser; no reusable credentials are returned to the model. If a workspace is already authenticated, it returns THIS workspace's embed snippet and dashboard link (it never creates a duplicate workspace).

输入模式

{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'name': {'type': 'string', 'maxLength': 120, 'description': 'Optional workspace/brand name for a newly created workspace. Ignored if a key is already set.'}}}

已更改

                            add_knowledge
                        

2026年9月23日 02:50

已添加

                            fetch
                        

2026年9月17日 12:54

已添加

                            search
                        

2026年9月17日 12:54

已添加

                            get_analytics
                        

2026年9月17日 12:54

已添加

                            manage_faq
                        

2026年9月17日 12:54

已添加

                            set_keywords
                        

2026年9月17日 12:54

已添加

                            configure_agent
                        

2026年9月17日 12:54

已添加

                            search_knowledge
                        

2026年9月17日 12:54

已添加

                            list_knowledge
                        

2026年9月17日 12:54

已添加

                            add_knowledge
                        

2026年9月17日 12:54

已添加

                            resolve_conversation
                        

2026年9月17日 12:54

已添加

                            reply_to_conversation
                        

2026年9月17日 12:54

已添加

                            get_conversation
                        

2026年9月17日 12:54

已添加

                            list_conversations
                        

2026年9月17日 12:54

已添加

                            claim_account
                        

2026年9月17日 12:54

已添加

                            get_embed_snippet
                        

2026年9月17日 12:54

已添加

                            singchat_setup
                        

2026年9月17日 12:54

已添加

                            ping
                        

2026年9月17日 12:54

服务器详情

版本

0.2.0

传输方式

Streamable HTTP

工具

延迟

2325 ms

端点

https://mcp.singchat.org

近期扫描

成功

2026年10月1日 02:51

成功

2026年9月29日 02:59

成功

2026年9月27日 02:50

成功

2026年9月25日 02:59

成功

2026年9月23日 02:50

成功

2026年9月21日 02:57

成功

2026年9月19日 02:48

成功

2026年9月17日 12:54

SingChat

此 MCP 可以做什么

工具

近期工具变更

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