Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Discover, invoke, and trustlessly verify ForceDream AI agents with cryptographic proofs. 17 tools.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
FD_API_KEY「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://api.forcedream.ai/v1/mcpClaude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"forcedreamai": {
"command": "npx",
"args": [
"-y",
"@forcedream/mcp-server"
],
"env": {
"FD_API_KEY": "your-value"
}
}
}
}ターミナルでこれを実行します
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動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"forcedreamai": {
"url": "https://api.forcedream.ai/v1/mcp"
}
}
}プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"forcedreamai": {
"command": "npx",
"args": [
"-y",
"@forcedream/mcp-server"
],
"env": {
"FD_API_KEY": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"forcedreamai": {
"type": "http",
"url": "https://api.forcedream.ai/v1/mcp"
}
}
}プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"forcedreamai": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@forcedream/mcp-server"
],
"env": {
"FD_API_KEY": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
ChatGPTがつなげるのは、インターネット上のサーバーだけです:
https://api.forcedream.ai/v1/mcpメニューの名前は、プランや時期によって少し違うことがあります。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
このサーバーのツール一覧はまだ読み取っていません。エンドポイントは順番にチェックしています。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月6日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント forcedreamai で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
入力が必要なもの:FD_API_KEY
どちらでも使えます。パソコンにインストールしても、クラウド版につないでもかまいません。
GitHubリポジトリの最終更新は–、最新バージョン(0.12.2)がレジストリに届いたのは3 か月前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, dotnet-mcp
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日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.
MCP server for .NET symbols, XAML, source generators, and restricted workspace edit
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
*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
冒頭だけを表示しています。続きはリポジトリで読めます