Skip to content
verify mcp Beta VerifyMCP is currently in beta. If you notice any issues, email [email protected] and we’ll put it right.

SingChat

REMOTE · MCP.SINGCHAT.ORG · SCANNED AUG 3

Free live chat and AI support agent. Auto-create a workspace and embed from your AI editor.

Available components

+4 this week 67 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security57
Transport & Reachability100
Schema Quality & AI Usability74
  • AI-judged instruction clarity (good).Pass
  • Tool/resource definitions use about 1576 tokens (~92/item across 17 items; 17 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
  • Structured output schemas are declared (12% of tools); any adoption earns full credit.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · mcp.singchat.org

# add to Claude Code
claude mcp add --transport http org-singchat-singchat https://mcp.singchat.org/
# ~/.codex/config.toml
[mcp_servers.org-singchat-singchat]
url = "https://mcp.singchat.org/"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "org-singchat-singchat": {
      "type": "remote",
      "url": "https://mcp.singchat.org/",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add org-singchat-singchat --url https://mcp.singchat.org/ --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  org-singchat-singchat:
    url: "https://mcp.singchat.org/"
// mcp.json
{
  "mcpServers": {
    "org-singchat-singchat": {
      "type": "http",
      "url": "https://mcp.singchat.org/"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 3 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

  • 1 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 29 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 28 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

  • 27 Jul 26 −1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 64

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://mcp.singchat.org

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=singchat.org CN=YE1,O=Let's Encrypt,C=US 27 Jul 2026 25 Oct 2026 ECDSA 256 ECDSA-SHA384 53a099628b786f00f239eaa3e811ddbd085
SANs: *.singchat.org, singchat.org
CN=YE1,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 5ddd70dd31f801c85c186a7a04b80afe
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd
DNSSEC insecure

Validation of mcp.singchat.org. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
org. present 26974 8 Verified
singchat.org. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
x-content-type-options nosniff
x-frame-options SAMEORIGIN
referrer-policy strict-origin-when-cross-origin
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://mcp.singchat.org Verified 200
http (plaintext) http://mcp.singchat.org HTTPS enforced 301 https://mcp.singchat.org/
MCP tools — 17 exposed · ~1,576 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
add_knowledge ~142

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

NameTypeReqDescription
answerstringThe answer. Required when type='qa'.
questionstringThe question. Required when type='qa'.
typestringyes'url' to crawl a website, or 'qa' to add a question/answer pair.
urlstringWebsite root URL to crawl. Required when type='url'.

No output schema declared.

No examples provided.

claim_account ~67

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.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

configure_agent ~172

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.

NameTypeReqDescription
enabledbooleanTurn the automated AI agent on (true) or off (false).
greetingMessagestringFirst message visitors see when they open the chat. Pass an empty string to clear it.
modelstringChat model id, e.g. gpt-4o-mini.
providerModestring'platform' = platform-hosted keys (billed via AI credits); 'byok' = bring your own key.
systemPromptstringThe agent's system prompt / persona and answering rules.

No output schema declared.

No examples provided.

fetch ~80

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.

NameTypeReqDescription
idstringyesThe document id returned by the search tool.
NameTypeReqDescription
idstringyes
metadataobject
textstringyes
titlestringyes
urlstringyes

No examples provided.

get_analytics ~71

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).

NameTypeReqDescription
daysintegerLook-back window in days for the conversation/message stats (default 30).

No output schema declared.

No examples provided.

get_conversation ~45

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

NameTypeReqDescription
conversationIdstringyesThe conversation id (from list_conversations).

No output schema declared.

No examples provided.

get_embed_snippet ~80

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.

NameTypeReqDescription
platformstringWhich snippet to return. Omit to get all three.

No output schema declared.

No examples provided.

list_conversations ~112

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.

NameTypeReqDescription
limitintegerMax conversations to return (default 100).
searchstringFree-text match on contact name/email and the last message preview.
statusstringOnly conversations with this status.

No output schema declared.

No examples provided.

list_knowledge ~50

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.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

manage_faq ~170

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`.

NameTypeReqDescription
actionstringyesWhich FAQ operation to run.
answerstringAnswer text. Required for 'create'; optional for 'update'.
enabledbooleanWhether the FAQ item is visible/active. Optional for 'create' and 'update'.
idstringFAQ item id. Required for 'update' and 'delete'.
questionstringQuestion text. Required for 'create'; optional for 'update'.

No output schema declared.

No examples provided.

ping ~30

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

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

reply_to_conversation ~85

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.

NameTypeReqDescription
contentstringyesThe reply text to send to the visitor.
conversationIdstringyesThe conversation id to reply in.

No output schema declared.

No examples provided.

resolve_conversation ~46

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

NameTypeReqDescription
conversationIdstringyesThe conversation id to resolve.

No output schema declared.

No examples provided.

search ~107

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.

NameTypeReqDescription
querystringyesThe search query or user question.
NameTypeReqDescription
resultsarrayyes

No examples provided.

search_knowledge ~77

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).

NameTypeReqDescription
querystringyesThe search query / user question.
topKintegerMax number of chunks to return (default 5).

No output schema declared.

No examples provided.

set_keywords ~114

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').

NameTypeReqDescription
keywordsarrayyesTrigger words/phrases (case-insensitive).
matchTypestringCONTAINS (default) = keyword appears anywhere in the message; EXACT = whole message equals the keyword.
replystringyesThe reply text to send.

No output schema declared.

No examples provided.

singchat_setup ~128

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).

NameTypeReqDescription
namestringOptional workspace/brand name for a newly created workspace. Ignored if a key is already set.

No output schema declared.

No examples provided.