The AI Signals (Signals API) MCP server,
connected in one click.
Daily AI signals for agents: today's 4 signals, what changed, ranked models and repos. Connect the official AI Signals (Signals API) MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Add AI Signals (Signals API) to your AI in one minute
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http ai-signals-signals-api https://data.jiangzhang.ca/signals4/mcpRun in your terminal, then restart Claude Code.
AI Signals (Signals API) · https://data.jiangzhang.ca/signals4/mcp
What your AI can do with AI Signals (Signals API)
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “daily_signals”: Today's AI signals from Signals API: exactly 4 items, one from each core source (GitHub, Hugging Face, YouTube, Silicon Valley news), each l.”
“Use “what_changed”: What changed in the AI landscape since the previous snapshot: new entries, entities no longer seen, and rank movers. Use when the user asks.”
“Use “top_models”: Hugging Face models we track, with rank, rank change and 7-day momentum. Entries without a derivable number are marked 'not ranked' with a r.”
“Use “top_repos”: GitHub repositories we track, with rank, rank change and momentum. Use when the user asks which open-source AI projects are trending.”
How secure is the AI Signals (Signals API) MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how AI Signals (Signals API) holds up.
Security grade A
gate scanned 5 tools on Oct 18, 2026 for prompt injection and risky tool definitions — nothing to flag.
Official endpoint
Operated by AI Signals (Signals API) (jiangzhang.ca) at its documented MCP endpoint — not a third-party mirror or community re-host.
No sign-in needed
This server only exposes public data — no account and no credentials are involved when you connect.
Scanned before it goes live
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
Watched for drift
If AI Signals (Signals API) adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Connected in three steps
Connect your gate
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Pick AI Signals (Signals API)
Choose AI Signals (Signals API) in the gate directory. No sign-in needed.
Use it anywhere
AI Signals (Signals API)'s tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
The actual tools AI Signals (Signals API) exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
daily_signals — Today's AI signals from Signals API: exactly 4 items, one from each core source (GitHub, Hugging Face, YouTube, Silicon Valley news), each l
what_changed — What changed in the AI landscape since the previous snapshot: new entries, entities no longer seen, and rank movers. Use when the user asks
top_models — Hugging Face models we track, with rank, rank change and 7-day momentum. Entries without a derivable number are marked 'not ranked' with a r
top_repos — GitHub repositories we track, with rank, rank change and momentum. Use when the user asks which open-source AI projects are trending.
archive_days — List the archived daily editions (dates) available from the free digest. Use to find which dates can be cited.
Who runs the AI Signals (Signals API) MCP server?
The AI Signals (Signals API) MCP server at a glance
https://data.jiangzhang.ca/signals4/mcpQuestions, answered
Is there an official AI Signals (Signals API) MCP server?
Yes — AI Signals (Signals API) operates its own remote MCP server at data.jiangzhang.ca. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
How do I connect AI Signals (Signals API) to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick AI Signals (Signals API) in the directory. No account or sign-in is needed. From then on, AI Signals (Signals API)'s tools are available in every client you've connected to gate.
Do I need to host anything?
No. AI Signals (Signals API) runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the AI Signals (Signals API) MCP server safe to connect?
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Is it free?
Yes — you can get started with gate for free and connect AI Signals (Signals API) in minutes. No credit card required.
Connect more than just AI Signals (Signals API)
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up AI Signals (Signals API) in: Claude · Claude Code · ChatGPT · Cursor · VS Code
Give your AI AI Signals (Signals API) — safely.
One URL. All MCPs. Full control. Free to start.
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