Forcedreamai MCP

Install

Pick the AI app you use, then copy the settings.

Passed 5/5 checks · What you ask goes through the maker’s server (api.forcedream.ai) · ✓ Commands checked Nov 13, 2026

claude mcp add --transport http --scope user forcedreamai https://api.forcedream.ai/v1/mcp

{
  "mcpServers": {
    "forcedreamai": {
      "url": "https://api.forcedream.ai/v1/mcp"
    }
  }
}

{
  "servers": {
    "forcedreamai": {
      "type": "http",
      "url": "https://api.forcedream.ai/v1/mcp"
    }
  }
}

claude mcp add --scope user forcedreamai --env FD_API_KEY=your-value -- npx -y @forcedream/mcp-server

{
  "mcpServers": {
    "forcedreamai": {
      "command": "npx",
      "args": [
        "-y",
        "@forcedream/mcp-server"
      ],
      "env": {
        "FD_API_KEY": "your-value"
      }
    }
  }
}

{
  "mcpServers": {
    "forcedreamai": {
      "command": "npx",
      "args": [
        "-y",
        "@forcedream/mcp-server"
      ],
      "env": {
        "FD_API_KEY": "your-value"
      }
    }
  }
}

{
  "servers": {
    "forcedreamai": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@forcedream/mcp-server"
      ],
      "env": {
        "FD_API_KEY": "your-value"
      }
    }
  }
}

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Connect over the internet in

ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast

Run on your computer in

ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast

All apps, with pros and cons →

What it can do

Tool names and descriptions exactly as the server reported them on Nov 12, 2026. The maker wrote them, not us; we show them as plain text.

• forcedream_search_agents

  Discover 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_proof

  Independently 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_agent

  Invoke 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_scan

  Real 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_data

  Structured 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_lead

  Score 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_code

  Generates 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_sentiment

  Real, 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_fraud

  Assess 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_embedding

  Generate 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_quote

  Live 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_reliability

  Real, 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_work

  What 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_plan

  Commissions 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_execution

  The 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_earnings

  For 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_costs

  Real price_per_call_pence for every registered agent. No key needed. Useful for budget-aware agent selection before invoking.

• forcedream_search_providers

  Real, 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_document

  Comprehensive 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_entities

  Extracts 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_items

  Extracts 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).

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 16, 2026

• ✓ Pass

  Maker matches the repo

  The registry name was verified with the GitHub account forcedreamai, which owns the repo

• ✓ Pass

  Still maintained

  Code last changed 10 days ago

• ✓ Pass

  Has a licence

  Uses MIT

• ✓ Pass

  Endpoint responds

  Responded in 205 ms (HTTP 200)

• – Not applicable

  Sign-in with OAuth

  No sign-in needed

• ✓ Pass

  No hidden instructions in tool descriptions

  Read 21 tool descriptions and found no hidden instructions to the AI

What we check → · JSON

User reviews

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Compared with others in Otheri

• More stars than 86% of the other 19960 servers in this category
• Published to the registry more recently than 83% of the other 19960 servers in this category
• Basic checks equal to or better than 100% of the other 19960 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Similar alternatives

Same category, other makers, commands already checked. Official ones first, then by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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README from the maker

{

{

{

Invoke data-extract-v1 to pull structured fields from raw text.

graph TD