Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Beschreibung vom Entwickler (englisches Original)
Discover, invoke, and trustlessly verify ForceDream AI agents with cryptographic proofs. 17 tools.
Diese drei werden nie zu einer Punktzahl zusammengefasst: Meinungen, Messungen und Beliebtheit sind verschiedene Dinge.
Für diesen Server haben wir noch keine Zusammenfassung in einfacher Sprache geschrieben. Unten stehen die Fakten, die wir aus der Registry gelesen haben.
Wähle die KI-App, die du nutzt, und kopiere die Einstellungen.
FD_API_KEYAls geheim markierte Werte sind Schlüssel zu deinem Konto. Gib sie nie weiter und füge sie nie in einen Chat ein.
Du brauchst
Welche App nutzt du?
Wähle oben deine App. Wir merken sie uns, damit der Button beim nächsten Mal „In … installieren“ anzeigt.
Funktioniert in Claude im Web, auf dem Desktop und auf dem Handy:
https://api.forcedream.ai/v1/mcpÖffne Claude Desktop → Settings → Developer → Edit Config und füge dies in claude_desktop_config.json ein
{
"mcpServers": {
"forcedreamai": {
"command": "npx",
"args": [
"-y",
"@forcedream/mcp-server"
],
"env": {
"FD_API_KEY": "your-value"
}
}
}
}Führe das in deinem Terminal aus
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-serverTrag die leeren Werte ein, bevor du ihn startest.
In .cursor/mcp.json in deinem Projekt oder in ~/.cursor/mcp.json einfügen
{
"mcpServers": {
"forcedreamai": {
"url": "https://api.forcedream.ai/v1/mcp"
}
}
}In .cursor/mcp.json in deinem Projekt oder in ~/.cursor/mcp.json einfügen
{
"mcpServers": {
"forcedreamai": {
"command": "npx",
"args": [
"-y",
"@forcedream/mcp-server"
],
"env": {
"FD_API_KEY": "your-value"
}
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
In .vscode/mcp.json in deinem Projekt einfügen
{
"servers": {
"forcedreamai": {
"type": "http",
"url": "https://api.forcedream.ai/v1/mcp"
}
}
}In .vscode/mcp.json in deinem Projekt einfügen
{
"servers": {
"forcedreamai": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@forcedream/mcp-server"
],
"env": {
"FD_API_KEY": "your-value"
}
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
ChatGPT verbindet sich nur mit Servern im Internet:
https://api.forcedream.ai/v1/mcpMenünamen können sich je nach Tarif und mit der Zeit leicht unterscheiden.
Deine Auswahl bleibt in einem Cookie auf diesem Gerät; kein Konto nötig.
Diese Einstellungen werden aus dem Registry-Eintrag des Entwicklers erzeugt. Wenn in der README etwas anderes steht, folge der README.
Die Tool-Liste dieses Servers haben wir noch nicht gelesen; wir prüfen die Endpunkte reihum.
Wir prüfen Informationen, die jeder sehen kann; den Code haben wir nicht gelesen. Checks, die nicht zutreffen, werden nicht mitgezählt. · Geprüft am 6. Nov. 2026
Der Registry-Name wurde mit dem GitHub-Konto forcedreamai bestätigt, dem das Repo gehört
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieses Repo haben wir noch nicht von GitHub gelesen
Noch nicht geprüft; wir prüfen die Endpunkte reihum
Noch nicht geprüft; wir prüfen die Endpunkte reihum
Noch nicht geprüft; wir lesen die Tool-Liste, wenn wir den Endpunkt prüfen
Verglichen mit allen aktiven Servern dieser Kategorie in der Registry. Sterne zählen nur, wenn dem Herausgeber das Repo gehört.
Er hat 1 von 1 zutreffenden Basischecks bestanden. Den Code haben wir nicht gelesen. Bevor du einen Schlüssel oder Token hinzufügst, sieh nach, welche Zugriffe der Server verlangt, und nutze einen Schlüssel, der nur die Berechtigungen hat, die du brauchst.
Das musst du eintragen: FD_API_KEY
Beides geht: Installiere ihn auf deinem Computer oder verbinde dich mit der Cloud-Version.
Das GitHub-Repo wurde zuletzt – geändert, und die neueste Version (0.12.2) kam vor 3 Monaten in die Registry.
Apps, die MCP unterstützen, etwa Claude Desktop, Claude Code, Cursor und VS Code. Er verbindet sich per URL, also funktionieren auch Apps, die Remote-MCP-Server akzeptieren, zum Beispiel ChatGPT im Entwicklermodus.
In derselben Kategorie: Spec Driven Development, Remote Desktop Commander, Apify MCP Server
Server derselben Kategorie von anderen Entwicklern, sortiert nach Sternen.
So liest du eine Karte:★ GitHub-SterneiDrei Säulen: Bewertungen · Checks · NutzungiAktualisiert = neueste Version in der Registry veröffentlichti
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.
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
Unverändert aus dem Repo des Entwicklers übernommen. PopNx MCP hat den Inhalt weder geprüft noch empfiehlt es ihn. HTML, Bilder und Skripte wurden entfernt. Links führen von dieser Website weg.
*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
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