China PolicySignal

io.github.acee-venturesPublished by GitHub account acee-venturesv1.0.0Updated Oct 24, 2026

Search Chinese government and Party documents: Xi Jinping speeches and articles, 2012 to present.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingKnowledge & Memory

Overview

AI-generated overview

A remote MCP server that lets an assistant search a corpus of Chinese government and Party documents from 2012 onward, with dated, source-linked citations.

What you can do
Search and list documents by full-text query and metadata filters, time-sorted, with synonym and OR sets. Retrieve a single article or close-read a passage, the only source of verbatim quotes. Build evidence timelines of how a topic's framing changes year over year. Track how often a formulation rises, falls or disappears over time. Scan for recently rising or newly appearing formulations. Check corpus coverage and freshness, and run guided research and event-analysis prompts.
When to use it
Useful for China studies, policy research and discourse analysis where you need to find what official texts said, when, and how phrasing evolved, with checkable citations. Not intended for prediction, endorsement or profiling private individuals.
Requirements
A remote streamable HTTP endpoint; no installation, account or API key is needed. The assistant client must support adding a custom or remote MCP connector. Network access to the hosted endpoint is required.
Before you install
The public endpoint has corpus refresh disabled, so results reflect the hosted snapshot. The corpus is not offered for bulk download, and outputs are labeled research inference rather than factual predictions. The provider states it is independent and not affiliated with any government.

Installation

In SourceWeft

  1. Open China PolicySignal in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.acee-ventures%2Fchina-policy-signal/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "china-policysignal": {
      "type": "http",
      "url": "https://policy-signal.onrender.com/mcp"
    }
  }
}

README

China PolicySignal

Search 14,966 Chinese government and Party documents from your AI assistant — Xi Jinping's speeches, articles, and official statements, 2012 to present, with verbatim source-linked citations.

Remote MCP server. Nothing to install, no API key — just a URL:

https://policy-signal.onrender.com/mcp

Listed in the official MCP Registry as io.github.acee-ventures/china-policy-signal.

中文说明见 README.zh.md · Full setup & tool reference: USER-GUIDE.md / 使用指南.md

What this is: a retrieval and discourse-analysis tool over publicly available official texts — it surfaces what was said, when, and how phrasing evolves, with verbatim, source-linked citations. What this is not: not a prediction service, not an endorsement, not a tool for profiling private individuals. Analytical outputs are labeled research inference, never fabricated quotes or claims of certainty. In the tradition of open China-studies tooling such as the China Media Project and CSIS Interpret: China.

Quick start

  • Claude Code (fastest): claude mcp add --transport http --scope user policy-signal https://policy-signal.onrender.com/mcp
  • Claude Desktop / ChatGPT / Cursor / VS Code / Cline / Windsurf: add a custom / remote MCP connector and paste the URL above (no authentication). Per-client steps in USER-GUIDE.md.

Then ask your assistant:

Find the source. "What has Xi said about AI governance? Quote the key passages with dates and source links."

Track a formulation. "Chart how often 新质生产力 (new quality productive forces) appears each year since 2012, and show me the document where it first emerged."

See framing evolve. "Build a timeline of how the framing around 共同富裕 (common prosperity) changed, citing one document per phase."

Each answer comes back with article IDs, publication dates, and links to the original — so every quote can be checked against the source.

Capabilities

ToolWhat it does
search / list_articlesFull-text search (synonym/OR sets, time-sorted) with metadata filters
get_article / get_contextRetrieve a document / close-read a passage — the only source of verbatim quotes
topic_timelineEvidence timeline of how a topic's framing evolves year over year
phrase_trendTrack a formulation's rise / fall / disappearance over time (tifa signal; zero-filled buckets so "no longer mentioned" is visible)
recent_signalsScan for recently rising or newly appearing formulations
corpus_stats / update_corpusCoverage & freshness / incremental refresh (refresh disabled on the public endpoint)

Two guided prompts — scenario_research(topic) and event_prediction(event) — walk a client model through an evidence-first method: build a timeline → compare formulations → close-read turning points → layered high/medium/low-confidence inference with explicit falsification points.

Method & guardrails

  • Every claim is anchored to a document (id + date + source URL). Verbatim quotes come only from get_context / get_article, checked against the corpus.
  • Facts vs. inference are labeled separately. The analytical prompts forecast themes, framing, and formulation priorities — never a verbatim script, a specific dated event, or a probability of an act.
  • Research framing. Outputs are documentary research over public statements, not prophecy.

Corpus & sources

Public official statements as published on open government sources; see SOURCES.md. The corpus stores document text and metadata for search and citation and is not offered as a bulk-download dataset; every result links back to its original publication. Usage limits and troubleshooting are in USER-GUIDE.md.

Disclaimer

Independent research infrastructure published by ACEE Ventures for educational and analytical use. It analyzes publicly available official statements and makes no claim to represent, predict, or endorse any person or government; it is not affiliated with or endorsed by any government or official body. Analytical outputs are research inference and should not be treated as factual predictions. See DISCLAIMER.md.

License

Code: MIT. Corpus text remains the property of its original publishers, used here for research and citation; this repository does not grant rights to redistribute source texts.

Maintained by ACEE Ventures.

Source: README.md at commit eb6a83f

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Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

85% of the applicable checks met

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