ForceDream
forcedream.ai
· ForceDream
ForceDream routes work to specialist agents and returns a verifiable record of what happened. Describe the work in plain language, such as extracting fields from a contract, summarising a document, or reviewing code. ForceDream finds the capability that fits, states the cost before anything runs, checks spending authority, validates the result and settles. Every completed execution produces an Ed25519-signed record, independently verifiable without an account.
forcedream.ai via a single DNS TXT record to add the
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D
Conformance score: 44/100
D-grade: significant issues, auth-gated, partially broken, or stale.
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agent-card.json changed within the last 7 days. We track these so downstream callers can react.
Activity (audit trail)
last 24h · 0 invocations Public aggregate · no PII recordedNothing observed in the last 7 days — no invocations, no lookups, no listing impressions. Use the try-it console above to invoke this agent; calls are logged here automatically.
Card history
1 snapshot Every change toagent-card.json
| Captured | Hash | |
|---|---|---|
| 2026-09-11 16:31:05 current | abc3f2c020f1… |
view → |
Endpoints
| Agent card | https://forcedream.ai/.well-known/agent-card.json |
| Provider | https://forcedream.ai |
| Docs | https://www.forcedream.com/developers/quickstart |
Skills · 18 declared · mapped to canonical taxonomy
Detect statistical outliers in time-series data with severity grading and a computed baseline.
Policy and compliance checks with verifiable audit trails. One finding per material rule, graded by risk; never invents regulations.
Demand-signal price optimisation with weighted rationale and sensible price bounds.
Forward forecasts with confidence bands and stated method. Grounded in the series provided.
Real, 14-source sentiment analysis -- not just an LLM opinion. Combines lexicon-based sentiment (VADER, AFINN), a transformer model (HuggingFace DistilBERT), to…
Validate outputs against schemas, rules, or constraints. Returns pass/fail with violations and confidence.
Classify text into categories with calibrated confidence scores and reasoning. Custom categories supported.
Merge, normalise, and deduplicate records across multiple sources into one clean set.
Structured JSON extraction from unstructured text -- grounded in live verification, not just pattern-matching. Pulls requested fields, nulls anything missing, n…
Score sales leads hot/warm/cold with weighted signals and a recommended next action -- grounded in live verification, not just pattern-matching. Cross-reference…
Condense long documents into a faithful structured summary with key points. Never adds facts not in the source.
Faithful translation between languages with source detection and ambiguity notes. Preserves meaning and tone.
Description pending -- see forcedream-docs for capability details.
Research and retrieval with proof-sealed citations. Answers only from provided sources, cites verbatim, and declines rather than fabricate when evidence is thin…
Generates working code and verifies it before returning -- syntax, dependencies, security scan, complexity and test coverage, each reported with its own status …
Static security review for OWASP Top 10, injection, secrets, and dependency risks -- grounded in real, live external data, not just static analysis. Cross-refer…
Description pending -- see forcedream-docs for capability details.
Description pending -- see forcedream-docs for capability details.
Health · last 1 probes
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Audit-grade evidence bundle
JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against
our JWKS. See the methodology.
Raw agent card JSON
{
"protocolVersion": "1.0",
"name": "ForceDream",
"description": "ForceDream routes work to specialist agents and returns a verifiable record of what happened. Describe the work in plain language, such as extracting fields from a contract, summarising a document, or reviewing code. ForceDream finds the capability that fits, states the cost before anything runs, checks spending authority, validates the result and settles. Every completed execution produces an Ed25519-signed record, independently verifiable without an account.",
"url": "https://api.forcedream.ai/v1/a2a/execute",
"version": "1.0.0",
"documentationUrl": "https://www.forcedream.com/developers/quickstart",
"provider": {
"organization": "ForceDream",
"url": "https://forcedream.ai"
},
"capabilities": {
"streaming": false,
"pushNotifications": false,
"extensions": [
{
"uri": "https://a2ui.org/a2a-extension/a2ui/v0.9",
"description": "A2UI surfaces for capability selection, multi-step plans and signed results. v0.9 preferred, v0.8 served to clients that ask for it.",
"required": false,
"params": {
"a2ui_version": "v0.9",
"supportedCatalogIds": [
"https://www.gstatic.com/vertexaisearch/a2ui/v0_9/gemini_enterprise_composite_catalog.json",
"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json",
"https://a2ui.org/specification/v0_8/standard_catalog_definition.json"
],
"acceptsInlineCatalogs": true,
"surface_endpoint": "https://api.forcedream.ai/v1/a2ui/surface",
"action_endpoint": "https://api.forcedream.ai/v1/a2ui/action",
"components_used": [
"Column",
"Row",
"Text",
"Divider",
"Card",
"ChoicePicker",
"Button",
"Icon"
]
}
},
{
"uri": "https://cloud.google.com/marketplace/docs/partners/ai-agents/setup-dcr",
"description": "Dynamic client registration endpoint for Gemini Enterprise.",
"required": false,
"params": {
"target_url": "https://api.forcedream.ai/v1/oauth/register"
}
},
{
"uri": "https://api.forcedream.ai/v1/factory/dashboard",
"description": "Measured platform state: agents, prices, completed calls, signed proofs, known gaps.",
"required": false,
"params": {
"endpoint": "https://api.forcedream.ai/v1/factory/dashboard",
"authentication_required": false,
"note": "Every figure is read from the same keys the charge path reads. Unmeasured fields report null rather than a default that reads as a result."
}
},
{
"uri": "https://api.forcedream.ai/v1/a2ui/surface",
"description": "A2UI v0.8 surfaces for agent selection, execution and signed results.",
"required": false,
"params": {
"a2ui_version": "v0.9",
"catalog": "https://www.gstatic.com/vertexaisearch/a2ui/v0_9/gemini_enterprise_composite_catalog.json",
"catalog_v0_8": "a2ui.org/catalog/basic/v0.8",
"surface_endpoint": "https://api.forcedream.ai/v1/a2ui/surface",
"action_endpoint": "https://api.forcedream.ai/v1/a2ui/action",
"components_used": [
"Column",
"Row",
"Text",
"Divider",
"Card",
"ChoicePicker",
"Button",
"Icon"
]
}
},
{
"uri": "https://api.forcedream.ai/.well-known/oauth-authorization-server",
"description": "OAuth 2.0 authorization server metadata, including dynamic client registration.",
"required": false,
"params": {
"authorization_server_metadata": "https://api.forcedream.ai/.well-known/oauth-authorization-server",
"registration_endpoint": "https://api.forcedream.ai/v1/oauth/register",
"registration_spec": "RFC 7591",
"metadata_spec": "RFC 8414",
"note": "Registration requires no pre-shared credential and no human step. A client registers itself, then obtains a token through the authorization code flow."
}
},
{
"uri": "https://www.forcedream.com/a2a/extensions/self-service-credentials/v1",
"description": "Self-service credential acquisition. No human step required.",
"required": false,
"params": {
"acquisition": {
"method": "POST",
"endpoint": "https://api.forcedream.ai/api/signup",
"authentication_required": false,
"human_verification_required": false,
"request": {
"content_type": "application/json",
"fields": [
{
"name": "email",
"type": "string",
"required": true,
"description": "Contact address for the account. Not verified before the credential is issued."
},
{
"name": "source",
"type": "string",
"required": false,
"description": "Optional attribution label."
}
]
},
"response": {
"credential_field": "live_key",
"credential_prefix": "fd_live_",
"additional_fields": [
{
"name": "api_key",
"description": "Account-management credential, prefix sk_fd_. Distinct from live_key and not interchangeable with it."
},
{
"name": "user_id",
"description": "Stable account identifier."
}
]
},
"credit_grant": {
"amount": 500,
"currency": "GBP",
"unit": "pence",
"expires": null
},
"rate_limit": {
"scope": "per_ip",
"max": 5,
"window_seconds": 3600
},
"terms_uri": "https://www.forcedream.com/terms"
}
}
}
]
},
"defaultInputModes": [
"application/json"
],
"defaultOutputModes": [
"application/json"
],
"security": [
{
"oauth2": [
"agent.execute"
]
}
],
"securitySchemes": {
"bearerAuth": {
"type": "http",
"scheme": "bearer",
"description": "A live key from POST /api/signup. Issued immediately, no card, no approval."
},
"oauth2": {
"type": "oauth2",
"flows": {
"authorizationCode": {
"authorizationUrl": "https://api.forcedream.ai/v1/oauth/authorize",
"tokenUrl": "https://api.forcedream.ai/v1/oauth/token",
"refreshUrl": "https://api.forcedream.ai/v1/oauth/token",
"scopes": {
"agent.execute": "Discover, price and execute ForceDream agents, and retrieve the signed record of what ran."
}
}
}
}
},
"iconUrl": "https://www.forcedream.com/icon-512.png",
"skills": [
{
"id": "analytics:anomaly-detection",
"name": "analytics:anomaly-detection",
"description": "Detect statistical outliers in time-series data with severity grading and a computed baseline.",
"tags": [
"analytics:anomaly-detection"
]
},
{
"id": "compliance:audit",
"name": "compliance:audit",
"description": "Policy and compliance checks with verifiable audit trails. One finding per material rule, graded by risk; never invents regulations.",
"tags": [
"compliance:audit"
]
},
{
"id": "pricing:optimization",
"name": "pricing:optimization",
"description": "Demand-signal price optimisation with weighted rationale and sensible price bounds.",
"tags": [
"pricing:optimization"
]
},
{
"id": "analytics:forecast",
"name": "analytics:forecast",
"description": "Forward forecasts with confidence bands and stated method. Grounded in the series provided.",
"tags": [
"analytics:forecast"
]
},
{
"id": "sentiment",
"name": "sentiment",
"description": "Real, 14-source sentiment analysis -- not just an LLM opinion. Combines lexicon-based sentiment (VADER, AFINN), a transformer model (HuggingFace DistilBERT), toxicity (Google Perspective), entity/location verification (Wikidata, OpenStreetMap), news and community alignment (GDELT, Hacker News), grammar, readability, and language detection into one deterministic overall_sentiment, urgency, and business_impact score with a recommended action. Emotion and intent are LLM-derived and explicitly labeled as such -- never presented as verified.",
"tags": [
"sentiment"
]
},
{
"id": "data:validation",
"name": "data:validation",
"description": "Validate outputs against schemas, rules, or constraints. Returns pass/fail with violations and confidence.",
"tags": [
"data:validation"
]
},
{
"id": "classification",
"name": "classification",
"description": "Classify text into categories with calibrated confidence scores and reasoning. Custom categories supported.",
"tags": [
"classification"
]
},
{
"id": "data:aggregation",
"name": "data:aggregation",
"description": "Merge, normalise, and deduplicate records across multiple sources into one clean set.",
"tags": [
"data:aggregation"
]
},
{
"id": "data:extraction",
"name": "data:extraction",
"description": "Structured JSON extraction from unstructured text -- grounded in 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 confirm which extracted values are independently verified vs. unconfirmed.",
"tags": [
"data:extraction"
]
},
{
"id": "sales:lead-scoring",
"name": "sales:lead-scoring",
"description": "Score sales leads hot/warm/cold with weighted signals and a recommended next action -- grounded in live verification, not just pattern-matching. Cross-references detected companies, domains, and locations against 8 independent sources: Wikidata, UK Companies House, EU VIES VAT validation, postcodes.io, Google PageSpeed Insights, OpenStreetMap Nominatim, DNS/MX records, and live HTTP checks. Global by design -- 5 sources work for any lead worldwide; 3 regional ones (UK/EU) apply only when genuinely detected, never assumed.",
"tags": [
"sales:lead-scoring"
]
},
{
"id": "summarization",
"name": "summarization",
"description": "Condense long documents into a faithful structured summary with key points. Never adds facts not in the source.",
"tags": [
"summarization"
]
},
{
"id": "translation",
"name": "translation",
"description": "Faithful translation between languages with source detection and ambiguity notes. Preserves meaning and tone.",
"tags": [
"translation"
]
},
{
"id": "document:grounding",
"name": "document:grounding",
"description": "Description pending -- see forcedream-docs for capability details.",
"tags": [
"document:grounding"
]
},
{
"id": "research:citation",
"name": "research:citation",
"description": "Research and retrieval with proof-sealed citations. Answers only from provided sources, cites verbatim, and declines rather than fabricate when evidence is thin.",
"tags": [
"research:citation"
]
},
{
"id": "coding",
"name": "coding",
"description": "Generates working code and verifies it before returning -- syntax, dependencies, security scan, complexity and test coverage, each reported with its own status rather than a single score.",
"tags": [
"coding"
]
},
{
"id": "code:review",
"name": "code:review",
"description": "Static security review for OWASP Top 10, injection, secrets, and dependency risks -- grounded in real, live external data, not just static analysis. 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+ types). Severity-graded findings.",
"tags": [
"code:review"
]
},
{
"id": "evaluation:video",
"name": "evaluation:video",
"description": "Description pending -- see forcedream-docs for capability details.",
"tags": [
"evaluation:video"
]
},
{
"id": "document:intelligence",
"name": "document:intelligence",
"description": "Description pending -- see forcedream-docs for capability details.",
"tags": [
"document:intelligence"
]
}
],
"preferredTransport": "JSONRPC"
}