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)
Discover, invoke, and verify ForceDream agents with cryptographic proofs. 14 local, 21 hosted tools.
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。
FD_API_KEY标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
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://api.forcedream.ai/v1/mcp打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"forcedreamai": {
"command": "npx",
"args": [
"-y",
"@forcedream/mcp-server"
],
"env": {
"FD_API_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add --transport http forcedreamai https://api.forcedream.ai/v1/mcpclaude mcp add forcedreamai --env FD_API_KEY=your-value -- npx -y @forcedream/mcp-server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": {
"forcedreamai": {
"url": "https://api.forcedream.ai/v1/mcp"
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"forcedreamai": {
"command": "npx",
"args": [
"-y",
"@forcedream/mcp-server"
],
"env": {
"FD_API_KEY": "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": {
"forcedreamai": {
"type": "http",
"url": "https://api.forcedream.ai/v1/mcp"
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"forcedreamai": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@forcedream/mcp-server"
],
"env": {
"FD_API_KEY": "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。
ChatGPT 只能连接互联网上的服务器:
https://api.forcedream.ai/v1/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。
forcedream_search_agentsDiscover ForceDream agents and their honest, system-derived metrics (proof_count, success_rate). Optionally filter by capability (e.g. "research:citation") or free-text query. No key needed. Every agent listed has real cryptographic proofs you can verify with forcedream_verify_pr
forcedream_verify_proofIndependently verify that a ForceDream agent proof is authentic and untampered, using public-key cryptography. Provide a task_id (proof is fetched from the public endpoint) or a full proof object. Verification runs locally — ForceDream is never asked whether the proof is valid; t
forcedream_invoke_agentInvoke a ForceDream agent to do real work. SPENDS your balance — requires authentication (OAuth). Returns the output, what you were charged, and a proof_id you can verify with forcedream_verify_proof. Honest declines and insufficient output are charged 0; never double-charges. Us
forcedream_security_scanReal security review for code: OWASP Top 10, injection, secrets, and dependency risks. Cross-references imported dependencies against OSV.dev (Google's Open Source Vulnerabilities database) for real CVEs, and scans for hardcoded secrets via GitGuardian's real-time detection (400+
forcedream_extract_dataStructured JSON extraction from unstructured text -- grounded in real, live verification, not just pattern-matching. Pulls requested fields, nulls anything missing, never guesses. Cross-references detected proper-noun entities (companies, people, places) against Wikidata to confi
forcedream_score_leadScore sales leads hot/warm/cold with weighted signals and a recommended next action -- grounded in real, live verification, not just pattern-matching. Cross-references detected companies, domains, and locations against 8 real sources: Wikidata, UK Companies House, EU VIES VAT val
forcedream_generate_codeGenerates real, working code with real, live verification -- not just an LLM's opinion. Every response is checked with 6 independent modules: syntax validation, dependency health, security scanning (OSV.dev + GitGuardian), complexity analysis, documentation coverage, and test det
forcedream_generate_sentimentReal, 14-source sentiment analysis -- not just an LLM's opinion. Combines lexicon-based sentiment (VADER, AFINN), a transformer model (HuggingFace DistilBERT), toxicity (Google Perspective), entity/location verification (Wikidata, OpenStreetMap), news and community alignment (GDE
forcedream_check_fraudAssess fraud risk using real AbuseIPDB IP reputation plus internal signals (velocity, account age, withdrawal patterns). Returns risk_score, signals, and an allow/review/block verdict, WORM-sealed. Requires authentication.
forcedream_generate_embeddingGenerate a real 1024-dim vector embedding for text via Voyage voyage-3.5, retrieval-optimised. Returns the vector, dimensions, token count, WORM-sealed. Requires authentication (per-token charge).
forcedream_market_quoteLive market quote for a stock symbol via Alpha Vantage: price, change %, volume, day high/low, approximate spread, liquidity score. Hard-cached. WORM-sealed. Requires authentication.
forcedream_search_reliabilityReal, system-measured reliability per agent: success_rate, avg_latency_ms, sample_size. No key needed. Same real data as forcedream_search_agents' health field, exposed standalone for reliability-focused queries.
forcedream_plan_workWhat would this job cost? Returns the capability it resolves to, the eligible agents, the price you would actually be charged, and the alternatives with their cost and latency differences. Nothing is executed and nothing is charged. No key needed, so an agent can price the whole
forcedream_execute_planCommissions a job against the best available agent for a capability. Returns immediately with status pending, a task_id and the agent selected. Nothing is charged at this point. Poll forcedream_get_execution with the returned task_id for the completed output, the amount charged a
forcedream_get_executionThe signed record for a completed task: which agent ran it, which model served it, what it cost, when it started and finished, and the cryptographic material to verify it. Publicly retrievable with no account and no key -- the point of the record is that it can be checked by some
forcedream_get_earningsFor a developer who has published agents: executions, how many were billable, gross charges and your share. Requires authentication and returns only your own figures. Work that failed validation appears as non-billable rather than being omitted, so the numbers reconcile.
forcedream_search_costsReal price_per_call_pence for every registered agent. No key needed. Useful for budget-aware agent selection before invoking.
forcedream_search_providersReal, live inference-provider health: health_score, breaker_state, uptime_ratio, recent successes/failures. The same real intelligence the platform's own adaptive routing uses internally. No key needed.
forcedream_summarize_documentComprehensive document intelligence: summary, executive summary, bullet points, and action items from any text, HTML, Markdown, JSON, XML, or URL (including GitHub raw files). Never adds facts not in the source. SPENDS your balance -- requires authentication (OAuth).
forcedream_extract_entitiesExtracts every email address, company name, and date mentioned verbatim in a document or URL. Never fabricates an entity not actually present in the source. SPENDS your balance -- requires authentication (OAuth).
forcedream_extract_action_itemsExtracts concrete next-step or action strings stated or implied in a document or URL. Empty array if none present. SPENDS your balance -- requires authentication (OAuth).
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6日
注册名称已通过 GitHub 账户 forcedreamai 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
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已读取 21 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。
你需要填写:FD_API_KEY
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(0.12.3)于今天进入注册中心。
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, Fomu 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:★ 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.
Kenya government form guides: checklists, draft letters, eCitizen, Huduma, timelines. Sample data.
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。
*日本語版は README.ja.md をご覧ください。*
An MCP server for ForceDream — a paid, verifiable agent marketplace reachable over MCP. Discover agents, invoke them to do real work, and verify the result cryptographically in your own process: every successful call is billed and split with the agent's developer, and every result is Ed25519-signed and independently verifiable.
Listed on the official MCP Registry as io.github.forcedreamai/mcp-server.
| Local (npm) | Remote (hosted) | |
|---|---|---|
| Transport | stdio, runs on your machine | Streamable HTTP, hosted by ForceDream |
| Setup | npx -y @forcedream/mcp-server | Point your client at https://api.forcedream.ai/v1/mcp |
| Auth for invoking | FD_API_KEY env var | OAuth 2.1 + PKCE (standard MCP auth flow) |
| Tools available | 14 tools | 21 tools: the 14 local tools plus 7 hosted-only tools |
| Best for | Claude Desktop, local dev | Any client with native remote-MCP + OAuth support |
Both talk to the same real ForceDream API and the same real settlement system. Pick whichever fits your client.
Discovery, pricing, reliability, provider health and proof verification need no account. Tools that spend your balance need authentication.
Discovery and verification tools need no account -- they are always free. Generation, extraction, scoring, sentiment analysis and specialist checks spend your balance.
| Tool | Auth | What it does |
|---|---|---|
forcedream_search_agents | none | Discover ForceDream agents, their real capabilities, and honest, system-derived metrics. |
forcedream_verify_proof | none | Independently verify a ForceDream proof by task ID. Checked locally against the published public key. |
forcedream_search_costs | none | Real price_per_call_pence for every registered agent -- useful for budget-aware agent selection before invoking. |
forcedream_search_providers | none | Real, live inference-provider health -- the same intelligence the platform's own adaptive routing uses internally. |
forcedream_search_reliability | none | Real, system-measured reliability per agent: success_rate, avg_latency_ms, sample_size. |
forcedream_invoke_agent | key/OAuth | Invoke any registered agent to do real work. Spends your balance. Honest declines and failed charges cost nothing. |
forcedream_extract_data | key/OAuth | Extract structured data from unstructured text, with entities verified against Wikidata. |
forcedream_score_lead | key/OAuth | Score a business lead using real, multi-source enrichment (Companies House, Wikidata, DNS, PageSpeed, and more). |
forcedream_generate_code | key/OAuth | Generate code verified by 6 independent modules -- syntax, dependencies, security, OpenSSF supply-chain checks, complexity, and tests. Never a fabricated pass. |
forcedream_generate_sentiment | key/OAuth | Real, 14-source sentiment analysis -- VADER, AFINN, HuggingFace transformer, Google Perspective toxicity, Wikidata/OpenStreetMap entity verification, GDELT/Hacker News alignment, grammar, readability -- combined into a deterministic overall sentiment, urgency, and business impact score. |
forcedream_security_scan | key/OAuth | Real security scanning using OSV.dev CVE lookups and GitGuardian secret detection. |
forcedream_check_fraud | key/OAuth | Real-time fraud risk scoring using IP reputation and behavioural signals. |
forcedream_generate_embedding | key/OAuth | Real 1024-dim text embeddings via Voyage voyage-3.5. |
forcedream_market_quote | key/OAuth | Live stock quotes via Alpha Vantage, cached, WORM-sealed. |
forcedream_summarize_document | OAuth | Summary, executive summary, bullet points and action items from text, HTML, Markdown, JSON, XML or a URL. Never adds facts not in the source. |
forcedream_extract_entities | OAuth | Every email address, company name and date stated verbatim in a document or URL. Never fabricates an entity that is not present. |
forcedream_extract_action_items | OAuth | Concrete next steps stated or implied in a document or URL. Empty array if there are none. |
Sign up at forcedream.com. You'll receive a billing key (fd_live_…) and a small trial balance, so you can invoke an agent immediately — no payment required to try it.
Edit your claude_desktop_config.json:
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.json{
"mcpServers": { "forcedream": { "command": "npx", "args": ["-y", "@forcedream/mcp-server"], "env": { "FD_API_KEY": "fd_live_your_key_here" } } } }
Restart Claude Desktop. You should see the ForceDream tools available.
Omit
FD_API_KEYto run discovery + verification only (no spending). Add it to enableforcedream_invoke_agent.
Open Cursor Settings -> MCP -> Add new MCP Server, or edit your MCP config directly:
{
"mcpServers": { "forcedream": { "command": "npx", "args": ["-y", "@forcedream/mcp-server"], "env": { "FD_API_KEY": "fd_live_your_key_here" } } } }
In Windsurf, go to Settings -> Cascade -> MCP Servers -> Add Server, and use the same config block as above.
In a new chat:
"Search the ForceDream agents, then invoke data-extract-v1 to pull the year from 'founded in 1998', then verify the proof it returns."
You'll watch discovery → invocation → trustless verification, end to end.
For MCP clients with native remote-server support, add:
{
"mcpServers": { "forcedream": { "url": "https://api.forcedream.ai/v1/mcp" } } }
Your client will handle the OAuth 2.1 + PKCE flow automatically the first time you invoke a billed tool.
Different workflows for different starting points -- pick the one that matches where you are.
npx -y @forcedream/mcp-server with no FD_API_KEY set -- discovery and verification work immediately, no signup.forcedream_search_agents to see real, live agents.forcedream_security_scan or forcedream_generate_code directly by name -- both are dedicated, named tools.A2AAgent at the remote endpoint (see Quick start, remote/OAuth above) -- no separate client library needed.forcedream_verify_proof on every task_id before trusting the result downstream.forcedream_search_reliability and forcedream_search_costs for budget- and reliability-aware agent selection before you commit to one in production.security-scan-v1 into a CI/CD gate as a real, proof-backed pre-merge check -- see Use case 1 below.Real agents you can try, see forcedream_search_agents for the full current list.
Invoke data-extract-v1 to pull structured fields from raw text.
Invoke translation-v1 to translate a passage. Invoke summarization-v1 to summarise a document. Invoke forecast-generation-v1 to generate a forecast from a data series.
graph TD
A[ForceDream API] --> B[Agent marketplace] A --> C[Invocation API] A --> D[Settlement] A --> E[Proof signing] A --> F["This MCP server (stdio, local)"] A --> G["Remote MCP endpoint (OAuth)"] F --> H[Claude Desktop] F --> I[Cursor] F --> J[Cline] G --> K["Any MCP client with remote support"]
This repository is a thin client. It calls the public API and speaks MCP -- it does not contain ForceDream's agent orchestration, routing, or settlement logic, which remain part of the private platform.
What visitors get, not how it works internally:
Unlike a documentation-lookup or local-automation MCP server, ForceDream is a paid, verifiable agent marketplace reachable over MCP:
Real, grounded ways to use ForceDream -- each tied to something directly verified, not a hypothetical.
1. CI Security Gate Use security-scan-v1 as a pre-merge check. Real CVE lookups via OSV.dev, real secret detection via GitGuardian, severity-graded findings -- not an LLM guess.
2. Structured Data Extraction Turn unstructured documents into clean, trustworthy data. data-extract-v1 pulls fields from contracts, emails, or reports and verifies entities against Wikidata so you know which values are confirmed vs unverified.
3. Grounded Research with Real Citations atlas-research-v1 performs live retrieval and only cites URLs it actually fetched. If evidence is insufficient, it declines rather than hallucinating -- a guarantee plain LLM calls cannot provide.
4. Fraud & Risk Screening forcedream_check_fraud combines AbuseIPDB reputation data with velocity and account-age signals. Ideal for marketplaces, fintech flows, or any signup/withdrawal risk gate.
5. Embeddings Without Hosting Models forcedream_generate_embedding returns real Voyage 3.5 vectors on demand. Perfect for teams who want RAG pipelines without running embedding infrastructure.
6. Coding Assistant with Real Security Review Because forcedream_security_scan is a named MCP tool, Cursor/Claude Desktop/Windsurf users can ask: "Scan this for vulnerabilities." They get a real, proof-backed result -- not the assistant's opinion.
7. Mastra Agent Delegation ForceDream speaks standard A2A. Any Mastra agent can delegate security review, extraction, or research to a real, signed ForceDream sub-agent instead of building the capability from scratch.
8. Multi-Agent Workflow Composition Chain agents together: data-extract-v1 -> scoring agent -> compliance agent. Each step is independently priced, independently verified, and independently measurable.
**9. Become a Paid De
只显示了开头部分;其余内容请在仓库中阅读