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)
Find and compare 41,000+ AI agents, MCP servers and APIs, with daily prices and the AEPI price index
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://agentery.com/api/mcp在终端中运行这条命令
claude mcp add --transport http agentery https://agentery.com/api/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"agentery": {
"url": "https://agentery.com/api/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": {
"agentery": {
"type": "http",
"url": "https://agentery.com/api/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://agentery.com/api/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6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。
research_capabilityGives a one-call first overview of a buying task: market prices, a short priced shortlist and alternatives together. Use this when you want a quick picture: the closest listings (matched on what they do, no fixed categories), price range and median for comparable products (with n
search_providersFinds products (AI products, AI agents, MCP servers or APIs) that do a task and returns a ranked shortlist; start here to choose a product. Use this when someone wants candidates, e.g. 'MCP server to reply to Zendesk tickets'. Each result has what it does, a fit label (match / pa
find_marketMaps a task to its market: who competes there, how many are priced, and the price level per buyer tier. Use this when someone asks who competes in a space or what a kind of product costs, e.g. 'tools that monitor competitor pricing'. Returns the market label (nearest providers by
compare_providersUse to compare 2–6 shortlisted listings side by side — plan-level prices (e.g. the Pro tier), capabilities, deployment, licence and how to connect — or to check a quote against alternatives. Inputs resolve to real listings by exact handle, then exact name, never a silent fuzzy sw
get_price_indexUse when asked whether prices of AI agents, tools or MCP servers are rising or falling overall. Returns the current Agent Economy Price Index (AEPI), a chained quoted-price index of observed agent and MCP pricing in US dollars (changes in the publicly quoted price of the same pro
price_benchmarkJudges a specific price or quote against the closest comparable products by what they do (no fixed categories), in the buyer's tier and pricing unit. Use this when asked whether a price is fair or what a capability typically costs, e.g. 'Is $49/month reasonable for an AI SDR for
request_researchUse when a buying decision hinges on one specific fact about one listing that its profile does not settle, e.g. {"provider_id":"flux_operator","requirement":"Is there a Helm chart for Kubernetes?"} or 'Does the Business plan go to checkout or to contact sales?'. Agentery reads th
get_researchStatus and result of a research job created by request_research. status: queued / running / answered / partly_answered / still_unknown / failed; phase: queued | running | retry_scheduled | completed_answer | completed_unknown | failed. Poll no more often than poll_after_seconds —
stop_research_updatesStop watching a research job (the result stays retrievable with get_research).
refine_resultsUse when an earlier search_providers or research_capability answer missed what was meant: pass its request_ref and the correction in plain words (e.g. 'must integrate with Slack', 'budget is $20/month', 'data must stay in the EU'). Agentery re-runs the search with the changed con
get_group_fair_priceGives the broad group-wide fair price for a kind of product: the median entry monthly price per buyer tier across its whole product group. Use this when you want a general price guide: give a task or product type (or a group_id from the group price league) and get the fair price
get_price_index_historyUse to show how AI agent and MCP prices have moved over time: the dated Agent Economy Price Index series, the same chained quoted-price series (US dollars, base 100 = 30 Jun 2026) agentery.com/aepi charts. Points are index levels, never prices; calendar days with no published obs
market_gapsFinds jobs callers ask for that few paid products serve: requests seen on this MCP server, clustered by meaning, that sit far from any paid provider. Use this when a seller or investor asks where under-served opportunities are. Returns the request phrasing, distinct_callers, raw_
suggest_alternativesFind related alternatives to a known provider, ranked by text-embedding nearness to that provider's OWN profile (NO category lookup), each with observed price, endpoint liveness, community upvotes and how_to_connect (website, docs, mcp endpoint). For cheaper_only, inspect whether
demand_signalsLists searches that found nothing good: queries by external callers in the last 90 days that returned no provider or only weak matches (best relevance below 0.62). Use this when you want searches Agentery could not answer well, as generalised job labels ranked by distinct callers
report_outcomeReport the result of ACTUALLY USING a listed provider for a task. Testing Agentery's connection or retrieval does not establish that the listed provider worked — do not report those. Reports are self-reported evidence subject to eligibility checks: they are correlated with your r
get_provider_profileUse to check one specific listing before recommending or connecting it: plans and prices with billing units, what it does, integrations, deployment (hosted / self_hosted / both / unknown, with evidence), licence (named licence only), liveness and how to connect (website, docs, MC
get_providerFor buying decisions prefer get_provider_profile (prices, deployment, evidence); use this only for the short public directory card of one provider by handle or registration number: bio, source URLs, X-verification status, entity type, community rating and structured profile when
market_reportMeasures ONE market in depth before building or investing: the full observed price distribution by provider type and buyer tier, and the providers competing there. Use this when you need detailed market numbers, not a quick map. The market is the semantic neighbourhood of your qu
create_custom_benchmarkUse when someone wants to keep watching the prices of products they choose (e.g. five named writing tools). Creates a PRIVATE custom benchmark (a saved, calculated peer cohort) over Agentery's data — no account needed. Two modes: (A) explicit members: pass `members` (a list of ex
get_custom_benchmarkGet a private custom benchmark's current report: members, current stats (headline median/quartiles only when ≥3 comparable priced members — monthly, per-seat and per-call prices are never blended), buyer-tier / provider-type / pricing-unit cohorts, historical index, and data cove
update_custom_benchmarkAdd/remove members or rename a custom benchmark. Creates a NEW immutable version (the previous version stays fully reproducible) and returns the exact change-impact on the median/quartiles/index. Pass `benchmark_id`.
delete_custom_benchmarkDisable access to a custom benchmark. Keeps only a minimal audit record; no underlying Agentery data is touched. Pass `benchmark_id`.
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8日
注册名称已通过域名 agentery.com 验证(注册中心会核实域名所有权)
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 451 毫秒内响应(HTTP 200)
无需登录
已读取 23 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(1.28.2)于7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:Spec Driven Development, Remote Desktop Commander, dsh-novel-writer — 网文写作体检
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
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.
Offline 21-tool Chinese web-novel style, plot and continuity audits, plus per-book cleanup.
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。
The official Agentery plugin for AI coding agents and assistants. It connects your agent to Agentery's hosted MCP server so it can:
Agentery reports only what vendors publish, with the source and the date each price was observed. A missing price is shown as unknown, never as zero, and "contact sales" is not treated as a price.
This repository contains only the plugin wrapper (manifests, MCP configuration, one skill and a logo). Agentery's server code, database and index methodology are not part of it.
One repository works on every platform. Each one reads its own manifest and connects to the same endpoint, https://agentery.com/api/mcp. No account, no sign-in and no API key are needed on any of them.
| Platform | Install | Files it reads |
|---|---|---|
| Grok Build | grok plugin marketplace add xai-org/plugin-marketplace then grok plugin install agentery --trust | .grok-plugin/plugin.json, .mcp.json, skills/ |
| GitHub Copilot CLI | copilot plugin install ntlgnc/Agentery-Plugin (see below) | plugin.json, mcp.json, skills/ |
| Claude Code | claude --plugin-dir , or install from any marketplace that lists it | .claude-plugin/plugin.json, .mcp.json, skills/ |
| Cursor | From a clone as a local plugin, or from the Cursor marketplace once listed | .cursor-plugin/plugin.json, mcp.json, skills/ |
| Codex and other Agent Plugins clients | Install from a clone or a marketplace that lists it | plugin.json, mcp.json, skills/ |
| Gemini CLI | gemini extensions install https://github.com/ntlgnc/Agentery-Plugin | gemini-extension.json |
| Any other MCP client | Add a remote (streamable HTTP) MCP server with URL https://agentery.com/api/mcp and no auth | none |
Claude (claude.ai and Claude Desktop) can also connect directly: Settings → Connectors → Add custom connector → https://agentery.com/api/mcp.
Copilot CLI reads the Agent Plugins manifest (plugin.json) and mcp.json at the repository root.
copilot plugin install ntlgnc/Agentery-Plugin
copilot mcp get agentery # shows: Type http, URL https://agentery.com/api/mcp, Source: Plugin
Copilot CLI marks direct repository installs as deprecated in favour of marketplace installs. Once Agentery is listed in the github/copilot-plugins marketplace, install it from there instead:
copilot plugin marketplace add github/copilot-plugins
copilot plugin install agentery@copilot-plugins
Then ask, for example: *"Using Agentery, what is a fair monthly price for an AI meeting-notes tool for a small team?"* No sign-in or API key is needed for Agentery; Copilot itself needs your usual GitHub Copilot login.
Copilot in VS Code (agent mode): run MCP: Add Server → HTTP → https://agentery.com/api/mcp, name it agentery, and leave authentication empty.
The server exposes 23 tools. Each carries MCP readOnlyHint / destructiveHint annotations.
| Group | Tools |
|---|---|
| Find | search_providers, research_capability, find_market, suggest_alternatives |
| Inspect & compare | get_provider_profile, get_provider, compare_providers |
| Fair prices | price_benchmark, get_group_fair_price, market_report |
| Price index | get_price_index, get_price_index_history (Agent Economy Price Index) |
| Demand | demand_signals, market_gaps |
| Product questions | request_research, get_research, stop_research_updates |
| Your own items | refine_results, report_outcome, create_custom_benchmark, get_custom_benchmark, update_custom_benchmark, delete_custom_benchmark |
16 tools are read-only. 7 write, and each changes only the caller's own items: a research request, a refinement of your own search, an outcome report, or a private benchmark. No tool changes Agentery's shared market data.
https://agentery.com/api/mcp — Agentery's hosted MCP server over HTTPS (streamable HTTP). Tool arguments are sent there and nowhere else.rank_providers_for_workflow, which requires a partner Bearer key. It is not listed to keyless connections, refuses keyless calls, and is not used by this plugin.create_custom_benchmark returns a private access token. It is a capability for that one benchmark, not an account credential; the plugin does not store it.The plugin wrapper in this repository is released under the MIT License. Use of the Agentery service is governed by its terms of service.