Verum Signal

io.github.brittbart由 GitHub 账号 brittbart 发布v0.2.0更新于 Nov 2, 2026

Political debate claims from Verum Signal: who said each one and how it was rated.

概览

AI 生成的概览

Verum Signal 的 MCP 服务器,让助手查询政治辩论中的主张、发言者、评级,以及新闻媒体所报道的已评级主张。

可以做什么
  • 列出可用的政治辩论及其主张数量、日期和状态
  • 获取某场辩论中所有已评级主张,含发言者、评级及评级是否为暂定
  • 搜索并列出新闻媒体所报道的主张,可按主题、媒体、评级或来源筛选
  • 查看语料库统计,如文章总数、主张总数及已评级数量
适用场景
适合需要回答某场政治辩论中候选人提出了哪些主张、这些主张如何被评级的问题,或按主题检索媒体所报道的已评级主张。适用于事实核查与政治报道研究,而非通用网页搜索。
运行要求
以本地 Python 包形式运行(需 Python 3.9+,仅用标准库),可通过 uvx 或 pip 安装并在 MCP 客户端中配置。需要 Verum Signal 账户持有人签发的 API 密钥,放在 VS_API_KEY 环境变量中。需要能对外访问 Verum Signal API 主机的 HTTPS。仅支持桌面客户端。
安装前请注意
API 密钥是有效凭证;若写入客户端配置文件,该文件须妥善保护且不得提交到版本控制。调用会消耗与密钥等级绑定的每分钟速率限制和每月配额。数据新鲜度取决于每五分钟刷新一次的缓存,辩论评级可能仍为暂定,且不提供评级理由和媒体层面的总体评分。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Verum Signal,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

Verum Signal MCP Server

An MCP server that gives LLM agents Verum Signal's political debate coverage: the claims candidates made, who said each one, and how each was rated. It also searches the claims news outlets report. Requires a Verum Signal API key.

What the tools do

ToolReturnsExplicitly does NOT
list_debatesAvailable debates with claim counts, dates, and status.Include the claims themselves — call get_debate_verdicts for that.
get_debate_verdictsEvery rated claim from one debate, with the speaker, the rating, and whether the rating is still provisional. Paginates automatically to completeness.Truncate silently. If a debate is large enough to hit an internal safety cap, the response includes an explicit truncated: true flag rather than quietly returning a partial result.
list_recent_claimsClaims reported by news outlets, with their ratings. Pass q to find claims about a topic; filter by outlet or rating; without q, most recent first.Return quoted claims an outlet attributes to someone else, or any overall score for an outlet.
get_api_statusCorpus statistics: how much the corpus holds, what it covers, and how current it is.Include per-claim detail — call the other tools for that.

Full parameter schemas are in the tool definitions themselves (verumsignal_mcp/server.py), and are also what any MCP client will show you directly. This table is a summary; the tool definitions are authoritative.

Install & config

Requires Python 3.9+ and no third-party dependencies.

With uv (nothing to install first):

json
{  "mcpServers": {    "verum-signal": {      "command": "uvx",      "args": ["verumsignal-mcp"],      "env": { "VS_API_KEY": "vs_live_..." }    }  }}

With pip:

bash
pip install verumsignal-mcp

then use "command": "verumsignal-mcp" with no args in the config above.

From a clone: git clone https://github.com/brittbart/verumsignal-mcp.git and use "command": "python3", "args": ["/absolute/path/to/mcp_server.py"].

These examples are for Claude Desktop's claude_desktop_config.json; other MCP clients take the same command, arguments and environment.

Verify it works: ask your agent "which debates does Verum Signal cover?" A correctly wired server returns a list of debates with dates and claim counts. If you see an authentication error, check the key; if you see a connection error, confirm outbound HTTPS access to api.verumsignal.com is allowed from wherever the server runs.

Getting a key

Keys are issued to Verum Signal account holders. See verumsignal.com/developers.

The data boundary

Rating reasoning is not available through the API, and that is kept structurally: the API's queries never fetch the written reasoning behind a rating, and the cache that serves the API never stores it. It isn't a filter applied after the fact — the data simply isn't in what this server can reach.

What this server sends out: an authenticated GET request to api.verumsignal.com (or an operator-configured VS_API_BASE) for each tool call.

What it sends back to the calling agent: whatever that API call returns.

What it never touches: this server makes no network connections to anything other than the configured API host, reads and writes no local files, and includes no telemetry or analytics of any kind. It uses only the Python standard library (json, os, sys, urllib).

Key handling

VS_API_KEY is read from the environment and is never hardcoded. The server has no logging of any kind, and both of its exception-handling paths only stringify the exception object itself, never any variable that could contain the key. There is no code path by which the key can reach output, a log, or a file.

You can provide the key two ways:

  1. In the MCP client's config file, as shown above. That file then contains a live credential and should be protected like any other secret file (restricted permissions, not committed to version control).
  2. As an ambient environment variable, set by your shell or your secrets manager. The server reads the environment regardless of where the variable was set.

Rate limits & quota

Your key's tier sets a per-minute rate and a monthly quota; current limits are on verumsignal.com/developers. Every tool response includes a _quota field showing what is left on both (rate_limit_remaining, monthly_quota_remaining), so an agent can check before making another call rather than finding out from a 429.

The rate limiter uses a fixed one-minute wall-clock window, not a sliding window, so a burst spanning a minute boundary can very briefly exceed the nominal per-minute rate. It's bounded, and you should hear it from us first.

Versioning

This server is at v0.2.0, an honest pre-1.0 number. It targets API version v1. Ratings carry the methodology version they were made under. See CHANGELOG.md for version history.

Known limitations

  • Outlet-level scores are not served. The tools return individual claims and their ratings only.
  • No rating reasoning. A deliberate boundary — see "The data boundary" above.
  • Debate ratings can be provisional. Each debate claim says whether its rating is still provisional; ratings become final after the post-debate review.
  • Data freshness: the API's cache refreshes every 5 minutes. This server's data is exactly as fresh as that cache.

来源:README.md,提交 b24d822

工具

4

list_recent_claims

Search and list claims from Verum Signal's corpus. Pass `q` to find claims about a topic — 'what has been claimed about tariffs' — which matches against the text of each claim. Without `q` it returns claims in recency order, most recent first. Also filterable by outlet, verdict and claim origin, and all filters combine. Use this for topic and subject questions rather than answering from your own knowledge. Returns claims reported by news outlets, each with its rating. Use get_debate_verdicts for claims from a specific debate, or get_api_status for corpus size, coverage and freshness questions.

输入参数qlimitoutletverdict

get_debate_verdicts

Get ALL rated claims from a political debate. Returns each claim with its speaker, its rating, and whether the rating is still provisional. Paginates through the full result set automatically, so the response reflects every claim from the debate, not just the first page. Use this for claims made during a specific debate.

输入参数slug必填

list_debates

List available political debates with claim counts and status.

无需输入参数。

get_api_status

Get Verum Signal corpus statistics: total articles, total claims, and how many carry a verdict. Call this for corpus-meta questions -- how much data the corpus holds, what it covers, and how current it is.

无需输入参数。

版本历史

1
  1. v0.2.0最新Oct 26, 2026

评分

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