Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Check, diff and history of MCP tool definitions, from a public signed log of 88k+ servers.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
HISTOR_MCP_REMOTE你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"histor": {
"command": "uvx",
"args": [
"aimarket-histor"
],
"env": {
"HISTOR_MCP_REMOTE": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add histor --env HISTOR_MCP_REMOTE=your-value -- uvx aimarket-histor运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"histor": {
"command": "uvx",
"args": [
"aimarket-histor"
],
"env": {
"HISTOR_MCP_REMOTE": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"histor": {
"type": "stdio",
"command": "uvx",
"args": [
"aimarket-histor"
],
"env": {
"HISTOR_MCP_REMOTE": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
HISTOR_MCP_REMOTE env这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 alexar76 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.6.1)于3天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Foliosio
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Read your support inbox, tag conversations and save draft replies from your AI agent. Never sends.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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🔄 Synced from the AI-Factory monorepo (append-only history). Pull requests are welcome — merged PRs are imported back and re-synced here. Issues · Pull requests
HISTOR (ἵστωρ, “the one who knows because they saw”) — a public transparency log of MCP tool definitions
What every remote MCP endpoint in the official registry advertised · when it changed · signed, appended, auditable
English · Русский · Español · Français · 中文
WARDEN quality cycle: MOMUS → AI-Factory → SKOPOS → shared node agent → deployment.
Live: histor.modelmarket.dev · Landing: alexar76.github.io/histor · Capabilities: histor.check@v1 · histor.server@v1 · histor.changes@v1 · Port: 9490
An MCP server can pass your review with harmless tool descriptions and change them later — a new sentence in a description is all a prompt injection needs, and your client will pass it to the model without asking you again. MCP has no content addressing for tool definitions, the official registry verifies namespaces rather than contents, and a scanner on your laptop sees only what the server shows your laptop. HISTOR is the missing public memory: it records what each server advertised, signs it, and tells anyone who asks whether what they received is what everyone else is seeing.
flowchart LR
R["Official MCP registry ~21k servers"] --> C["Crawler server/discover + tools/list never a tool call"] C --> D["MTL/1 digest RFC 8785 + SHA-256"] D --> L["Four signed labels AWR/2 · did:key"] W["WARDEN sidecar published pattern set"] --> L L --> M["Merkle log RFC 9162"] M --> S["Signed tree head after every crawl"] M --> API["Desk · API · badge · Atom feed"] CL["Your client"] -- "tools it received" --> K["/api/v1/check"] K -- "signed: same · different · seen before" --> CL K -. "opt-in digest count" .-> M
server/discover, then tools/list (legacy servers use initialization) drained across pages. No tool is called, nothing is installed or executed, private addresses are refused before a connection opens.histor/curated.json, DeepWiki among them), under HISTOR's own namespace urn:awr:mtl:1:registry:histor.modelmarket.dev/curated, so no label claims a registry listing. When such a server publishes to the registry, the registry's listing replaces ours.npx or uvx — in a sandbox: installed without running their code, started under gVisor with decoy credentials and no route out, read with discovery and tools/list (legacy initialization when needed), then up to 15 tools called once with canary arguments, inside the sandbox. gVisor's own trace says what the package did — programs started, names looked up, decoys opened — at install, at startup and when its tools were called. Completed observations are cached per published version; incomplete observations are retried; a new version that changes what its tools tell the model is a change in the log, like any endpoint's.VerificationVerdict: what was observed, what the WARDEN pattern set matched, whether the definitions changed since the previous label, and whether the name is on a threat list./check: send the tools your client received; get back, signed, whether HISTOR observed the same set at that endpoint, an earlier one, or none.Remote checks run independently of the daily registry/package cycle. The default target interval is six hours; endpoints with at least two observed changes in the last seven days are checked every 30 minutes. These are scheduling targets: host limits, failures and queue capacity can make actual gaps longer. Intermediate states can still be missed. See remote polling operations for configuration and measured intervals.
Release changes and upgrade notes: CHANGELOG.md.
MCP 2026-07-28: modern and legacy compatibility. Local upgrade brief: choose your dependencies and workflows, compare saved observations, and get a retest checklist. From this source directory, run python3 -m histor upgrade-brief --watchlist examples/upgrade-brief/watchlist.json --out-dir ../output/histor-upgrade-brief-example/en (Python 3.11+). Reports and checklists support --lang ru|en|es|fr|zh (default en). See the guide and reproducible synthetic example, available in five languages.
The profile forbids the words *safe, secure, audited, certified, approved* and *trusted*, and so does this README. A pattern match is a reason to read a definition, not a finding. Three of the four methods can never return fail; the fourth (continuity) fails only in the mechanical sense that two digests differ. No source is read, no package resolved, no behaviour observed. A change is shown as a date and a diff, never as an accusation. Details: docs/labels.md.
What a tool list costs. A client resends every connected server's tool list with each model request. Over the 18,204 packages and 16,170 remote servers in the log, a list's median is about 1,300 tokens, the 90th percentile about 8,000, and 31 packages list over 100,000: docs/tool-list-cost.md. Each count is split into names, descriptions and input schemas; every change carries its cost diff (/api/v1/changes/ /cost), and histor tool-cost check runs the same count in a package's CI and fails a release that makes the list heavier: docs/tool-list-cost.md.
Watch the servers you use. https://histor.modelmarket.dev/feed.xml?watch= , is a feed of the changes of up to 100 servers you follow; /api/v1/changes?watch=…&after= is the same for a program, oldest first, resumable. Teams can have each change pushed, signed, to Slack or their own endpoint: docs/watch.md. Registries, scanners and rating services: docs/data-feed.md.
Download the data. Once a week the log's whole view is published as files at histor.modelmarket.dev/datasets/: every listed server, every tool set it showed, every recorded change and the WARDEN scans. The files are JSON Lines (gzip) with a manifest signed by the log's key; the compilation is CC BY 4.0. Each snapshot's README lists the fields and loads in pandas or DuckDB (histor/dataset.py). Also on Hugging Face; to cite a number, give the version DOI of the snapshot it was counted on (each archived snapshot has its own, listed on the datasets page); doi:10.5281/zenodo.23512759 stands for all of them and opens the newest.
Public payer evidence. The histor payer-audit command (since 0.4.1) checks Base USDC receipts and exports sourced behavioural indications while retaining payment totals and unknown cases. It needs no production database or wallet: docs/payer-audit.md.
pip install aimarket-histor # the package is aimarket-histor — "histor" on PyPI is an unrelated project
histor audit https://histor.modelmarket.dev # verify the public log's tree heads and proofs; needs no keys or database uvx aimarket-histor # MCP server over stdio against the public log: histor_changes, histor_check, histor_server
Python 3.11 or newer. histor audit is the first command to run: it checks the live log the way a stranger should, without trusting HISTOR (docs/log.md).
In an MCP client (Claude Code, Cursor, …): { "mcpServers": { "histor": { "command": "uvx", "args": ["aimarket-histor"] } } } — three tools that ask the public log; nothing is crawled or stored locally. aimarket-histor --local (or histor mcp) serves your own log f
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