GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
作者提供的说明(英文原文)
Check exact npm/PyPI upgrades for evidence-backed breaking changes; query APIs and components.
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。
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://www.factreason.com/mcp在终端中运行这条命令
claude mcp add --transport http factreason https://www.factreason.com/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"factreason": {
"url": "https://www.factreason.com/mcp"
}
}
}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": {
"factreason": {
"type": "http",
"url": "https://www.factreason.com/mcp"
}
}
}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。
ChatGPT 只能连接互联网上的服务器:
https://www.factreason.com/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
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。
工具名称和描述与服务器在 2026年11月8日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
factreason_package_upgrade_advisoryCompare two exact published npm or PyPI versions and return publisher-declared registry metadata changes, including yanks, exports, module format, runtime floors, peers, and licences, with before/after evidence. Set responseFormat="compact" for tokenizer-measured context savings;
factreason_api_breaking_changesCompare two versions of a third-party API and return breaking changes, including removed endpoints, parameter type changes, removed request body fields, and migration guides. Use factreason_package_upgrade_advisory for npm or PyPI packages.
factreason_api_schemaSearch exact request and response schemas for third-party API endpoints. Pass service alone to list its indexed endpoints, add query to narrow by path or operation, or use query alone across services; returns matches or nearest services. Uses metered access and does not modify so
factreason_integration_briefCompile one callable third-party API brief: base URL, auth scheme, required parameters and types, request body, and documented response codes. Service is required and endpoint optionally narrows the operation. Set responseFormat="compact" for tokenizer-measured context savings; t
factreason_discover_apiFind third-party APIs for a capability when the provider is unknown. Supply a concise capability such as "sms" or "manage DNS"; returns ranked services, example endpoints, and a next step. Uses metered access. When the provider is already known, call factreason_integration_brief
factreason_create_keyGet a FactReason API key for yourself, instantly, with no human, no signup and no card. Returns a key carrying one-off trial credit that you can spend immediately on any tool. CALL THIS FIRST if you have no key, or as soon as any FactReason tool returns HTTP 402 Payment Required
factreason_create_topup_linkCreate a Stripe Checkout URL for adding prepaid credit to the calling Bearer API key. This creates an external checkout session but does not charge a card. You CANNOT COMPLETE THE PAYMENT YOURSELF, so return the URL to a human, and credit is applied only after they complete payme
factreason_component_specLook up electronics component pin assignments, voltage range, package, and alternatives. Pass exact partNumber for one component or query for a capability search; partNumber takes precedence if both are supplied. For exact lookups, set responseFormat="compact" for tokenizer-measu
factreason_deprecation_scanScan publisher specifications for deprecated endpoints or parameters, sunset dates, and replacement operations. Omit filters for the catalogue-wide view, pass service to limit one API, and add endpoints to check selected paths. Uses metered access when findings exist. Use factrea
factreason_auth_playbookGet publisher-declared authentication schemes, scopes, rate-limit headers, and error codes for one third-party API. Returns a structured playbook or nearest service suggestions, and marks undocumented details as unstated rather than guessing. Uses metered access. Prefer factreaso
factreason_subscribe_spec_changesCreate a persistent specification watch for one service; a Bearer API key is required and each key may hold up to 50 watches. Without webhookUrl, read future events from the polling endpoint; with a public HTTP(S) URL, FactReason sends signed POST callbacks after later spec chang
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10日
注册名称已通过 GitHub 账户 factreason 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
在 341 毫秒内响应(HTTP 200)
无需登录
已读取 11 个工具描述,未发现针对 AI 的隐藏指令
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 3 项适用的基础检查中通过了 3 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。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(2.2.0)于36天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:GitHub, Desktop Commander, Cloudflare MCP
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
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。
FactReason Reference data agents need before they write code. Dependency upgrade advisories for npm and PyPI, developer API schemas across 1,097 services, and electronic component specifications — over MCP, Ed25519-signed, with optional tokenizer-measured compact responses and evidence attached. https://factreason.com/mcp · Documentation · OpenAPI · Agent skill · factreason.com
Your agent wants to bump chalk from 4.1.2 to 5.0.0. Before it edits package.json, it asks what breaks:
GET /api/v1/packages/npm/chalk/advisory?from=4.1.2&to=5.0.0
Authorization: Bearer
{
"found": true, "packageName": "chalk", "fromVersion": "4.1.2", "toVersion": "5.0.0", "breakingCount": 2, "advisories": [ { "severity": "breaking", "changeType": "MODULE_FORMAT_CHANGED", "description": "chalk 5.0.0 changed module format from \"commonjs (undeclared)\" to \"module\". CommonJS require() of this package will now fail.", "evidenceField": "type", "evidenceBefore": null, "evidenceAfter": "module", "migrationHint": "Convert the call site to import(), or pin to the last CommonJS release." }, { "severity": "breaking", "changeType": "RUNTIME_REQUIREMENT_RAISED", "description": "chalk 5.0.0 raised its runtime requirement from \">=10\" to \"^12.17.0 || ^14.13 || >=16.0.0\". Older runtimes are no longer supported.", "evidenceField": "engines.node", "evidenceBefore": ">=10", "evidenceAfter": "^12.17.0 || ^14.13 || >=16.0.0", "migrationHint": "Confirm the deployment runtime satisfies the new floor before upgrading." } ] }
Via MCP, the same question is one tool call:
{
"name": "factreason_package_upgrade_advisory", "arguments": { "registry": "npm", "name": "chalk", "from": "4.1.2", "to": "5.0.0" } }
Set responseFormat: "compact" on supported heavy MCP tools to remove repeated fields and prose while retaining the facts an agent needs. Package advisories preserve evidenceField, evidenceBefore, evidenceAfter, and migrationHint. Each compact response includes tokenMetrics counted with o200k_base. The default remains full for compatibility, and compact output never bypasses authorization or changes the query price.
Token savings vary with the response. Metrics count one exact JSON structuredContent payload and include the tokenMetrics object itself; the matching text block remains for MCP clients that do not consume structured content yet. The private application repository also carries a repeatable npm run benchmark:tokens fixture so published claims can be checked before release.
Every finding carries `evidenceField`, `evidenceBefore` and `evidenceAfter` — the exact registry metadata field and its values either side of the change. An agent can verify the claim against npm or PyPI directly rather than taking our word for it.
An agent can call factreason_create_key to get its own key instantly — no human, no card, no signup. The agent can use the returned key straight away, in the same session, by passing it as the apiKey argument of any paid tool; no reconnect needed. A client that can set headers can put it on the MCP connection as an Authorization: Bearer header instead. Eligible new users may receive up to $0.05 of one-off trial credit, subject to grant budgets and spent at the published per-tier prices — up to about two advisory lookups, or fifty component lookups. Successful advisory lookups after that cost $0.02 per query. Misses are never billed and never consume trial credit. Wallet-equipped agents can pay the 402 challenge directly with x402 on Base.
Streamable HTTP. No install, no package to pull.
{
"mcpServers": { "factreason": { "type": "http", "url": "https://factreason.com/mcp" } } }
Manifest: /.well-known/mcp.json
Human quickstart and workflow guidance: /docs. Agents can fetch the same material as Markdown from /docs.md or use the complete index at /llms-full.txt.
The container/stdio bridge accepts an optional FACTREASON_API_KEY environment variable and forwards it as a Bearer credential to the same live endpoint. Tool discovery works without a key; metered lookups return HTTP 402 when neither a key nor a valid x402 payment is supplied.
Get a key — no signup, no card:
curl -X POST https://factreason.com/api/v1/keys/create \
-H 'Content-Type: application/json' \ -d '{"email":"you@example.com"}'
| Tool | What it answers |
|---|---|
factreason_package_upgrade_advisory | What breaks between two published npm/PyPI versions |
factreason_create_key | Create a key; pass it as the apiKey argument of paid tools (or as a Bearer header) |
factreason_api_schema | Exact request/response shape of an API endpoint at a version |
factreason_api_breaking_changes | What breaks between two versions of a third-party HTTP API |
factreason_integration_brief | Everything needed to write one working call to an API |
factreason_discover_api | Which of 1,097 services can do X |
factreason_deprecation_scan | Which endpoints are deprecated, sunset dates, replacements |
factreason_auth_playbook | Auth schemes, scopes, rate-limit headers, error-code table |
factreason_component_spec | Electronics component pinouts, voltages, packages |
factreason_subscribe_spec_changes | Webhook or polling callback when a spec changes |
factreason_create_topup_link | Stripe checkout link when credit runs out |
Successful REST data responses and MCP tool-call responses are signed by our Ed25519 private key:
X-Warehouse-Proof-Signature: Ed25519 signature of the response payloadX-Fact-Public-Key-Id: Stable signing key identifierX-Fact-Signature-Alg: EdDSAPublic keys are published and rotated via JWKS at https://factreason.com/.well-known/jwks.json.
MIT. Attribution requirement for APIs.guru source data: CC-BY 4.0. Questions, support, or data reports: hello@factreason.com.