Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Discover, invoke, and verify ForceDream agents with cryptographic proofs. 14 local, 21 hosted tools.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
FD_API_KEYLos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Funciona en Claude para web, escritorio y móvil:
https://api.forcedream.ai/v1/mcpAbre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"forcedreamai": {
"command": "npx",
"args": [
"-y",
"@forcedream/mcp-server"
],
"env": {
"FD_API_KEY": "your-value"
}
}
}
}Ejecuta esto en tu terminal
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-serverCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"forcedreamai": {
"url": "https://api.forcedream.ai/v1/mcp"
}
}
}Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"forcedreamai": {
"command": "npx",
"args": [
"-y",
"@forcedream/mcp-server"
],
"env": {
"FD_API_KEY": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"forcedreamai": {
"type": "http",
"url": "https://api.forcedream.ai/v1/mcp"
}
}
}Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"forcedreamai": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@forcedream/mcp-server"
],
"env": {
"FD_API_KEY": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
ChatGPT solo se conecta a servidores en internet:
https://api.forcedream.ai/v1/mcpLos nombres de los menús pueden variar un poco según el plan y con el tiempo.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Nombres y descripciones de las herramientas tal como los informó el servidor el 6 nov 2026. Los escribió el creador, no nosotros; los mostramos como texto sin formato.
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).
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub forcedreamai, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Respondió en 332 ms (HTTP 200)
No hace falta iniciar sesión
Leímos 21 descripciones de herramientas y no encontramos instrucciones ocultas para la IA
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 3 de 3 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
Debes completar: FD_API_KEY
Funciona de las dos formas: instálalo en tu computadora o conéctate a la versión en la nube.
El repo de GitHub cambió por última vez –, y la última versión (0.12.3) llegó al registro hoy.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, FactLot
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Cited CRE facts and deterministic calculators for agents: rent, CAM, debt sizing, IRR, parcel IDs.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
*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
Solo se muestra el principio; lee el resto en el repo