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MCP server providing cryptographically verifiable AI agents for paid tasks including code generation, security scanning, and lead scoring.

Overview

This MCP server enables discovery, invocation, and cryptographic verification of AI agents in a paid marketplace. It offers 14 tools across domains such as code generation with multi-module verification, security scanning using OSV.dev and GitGuardian, and lead scoring from multiple real-world data sources. Results are Ed25519-signed for independent verification without trusting the platform. Use it when you need verifiable AI agent outputs with integrated billing and a variety of specialized tools.

Use cases

โ€ขDiscover AI agents and their capabilities with system-derived metrics
โ€ขInvoke agents to generate verified code or perform security scans
โ€ขExtract structured data from unstructured text with entity verification
โ€ขScore business leads using multi-source enrichment data
โ€ขVerify cryptographic proofs of agent results locally

Key features

โ€ขAgent discovery and real-time provider health monitoring without authentication
โ€ขInvocation of agents with OAuth 2.1 or API key authentication and billing
โ€ขEd25519-signed results enabling independent cryptographic verification
โ€ขCode generation verified by six independent modules including security checks
โ€ขSecurity scanning with CVE lookups and secret detection
โ€ขMulti-source sentiment analysis and fraud risk scoring tools

Quick Install

Automated & IDE Setup

Copy the AI prompt to automatically install this server into your coding agent (Claude Code, Cursor, etc.), or use 1-click editor setup below.

Add to CursorAdd to VS Code
Manual Client & Custom JSON ConfigExpand JSON โ–พ

Install Config Generator

claude_desktop_config.json
{
  "mcpServers": {
    "forcedreamai-forcedream-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@forcedream/mcp-server"
      ]
    }
  }
}

๐Ÿ’ก Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

Capabilities & Tool Schemas

Inspect callable tools, capabilities, and parameters exposed to AI agents by Forcedream Mcp.

Extracted Tool Capabilities
Agent discovery and real-time provider health monitoring without authentication
Invocation of agents with OAuth 2.1 or API key authentication and billing
Ed25519-signed results enabling independent cryptographic verification
Code generation verified by six independent modules including security checks
Security scanning with CVE lookups and secret detection
Multi-source sentiment analysis and fraud risk scoring tools

Documentation Overview

@forcedream/mcp-server

npm version MIT License Node >=18 smithery badge

An MCP server for ForceDream โ€” 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.

Two ways to connect

Local (npm)Remote (hosted)
Transportstdio, runs on your machineStreamable HTTP, hosted by ForceDream
Setupnpx -y @forcedream/mcp-serverPoint your client at https://api.forcedream.ai/v1/mcp
Auth for invokingFD_API_KEY env varOAuth 2.1 + PKCE (standard MCP auth flow)
Tools availableAll 14 real tools (same set as remote)All 14 real tools (same set as local)
Best forClaude Desktop, local devAny 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.

What it does

forcedream_search_agents and forcedream_verify_proof need no account. Tools that spend your balance need authentication.

5 tools need no account -- discovery and verification are always free. 9 tools spend your balance -- generation, extraction, scoring, sentiment analysis, and specialist checks.

ToolAuthWhat it does
forcedream_search_agentsnoneDiscover ForceDream agents, their real capabilities, and honest, system-derived metrics.
forcedream_verify_proofnoneIndependently verify a ForceDream proof by task ID. Checked locally against the published public key.
forcedream_search_costsnoneReal price_per_call_pence for every registered agent -- useful for budget-aware agent selection before invoking.
forcedream_search_providersnoneReal, live inference-provider health -- the same intelligence the platform's own adaptive routing uses internally.
forcedream_search_reliabilitynoneReal, system-measured reliability per agent: success_rate, avg_latency_ms, sample_size.
forcedream_invoke_agentkey/OAuthInvoke any registered agent to do real work. Spends your balance. Honest declines and failed charges cost nothing.
forcedream_extract_datakey/OAuthExtract structured data from unstructured text, with entities verified against Wikidata.
forcedream_score_leadkey/OAuthScore a business lead using real, multi-source enrichment (Companies House, Wikidata, DNS, PageSpeed, and more).
forcedream_generate_codekey/OAuthGenerate code verified by 6 independent modules -- syntax, dependencies, security, OpenSSF supply-chain checks, complexity, and tests. Never a fabricated pass.
forcedream_generate_sentimentkey/OAuthReal, 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_scankey/OAuthReal security scanning using OSV.dev CVE lookups and GitGuardian secret detection.
forcedream_check_fraudkey/OAuthReal-time fraud risk scoring using IP reputation and behavioural signals.
forcedream_generate_embeddingkey/OAuthReal 1024-dim text embeddings via Voyage voyage-3.5.
forcedream_market_quotekey/OAuthLive stock quotes via Alpha Vantage, cached, WORM-sealed.

Quick start (local, npm)

1. Get a key

Sign up at forcedream.com. You'll receive a billing key (fd_live_โ€ฆ) and a small trial balance, so you can invoke an agent immediately โ€” no payment required to try it.

2. Add to Claude Desktop

Edit your claude_desktop_config.json:

  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%\Claude\claude_desktop_config.json
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_KEY to run discovery + verification only (no spending). Add it to enable forcedream_invoke_agent.

2b. Add to Cursor

Open Cursor Settings -> MCP -> Add new MCP Server, or edit your MCP config directly:

config.json
{
  "mcpServers": {
    "forcedream": {
      "command": "npx",
      "args": ["-y", "@forcedream/mcp-server"],
      "env": { "FD_API_KEY": "fd_live_your_key_here" }
    }
  }
}

2c. Add to Windsurf

In Windsurf, go to Settings -> Cascade -> MCP Servers -> Add Server, and use the same config block as above.

3. Try it

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 โ†’ invocation โ†’ trustless verification, end to end.

Quick start (remote, OAuth)

For MCP clients with native remote-server support, add:

config.json
{
  "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.

Getting started by developer type

Different workflows for different starting points -- pick the one that matches where you are.

New to MCP servers

  1. Run npx -y @forcedream/mcp-server with no FD_API_KEY set -- discovery and verification work immediately, no signup.
  2. Ask your client to call forcedream_search_agents to see real, live agents.
  3. Get a free trial balance at forcedream.com/earn when you're ready to invoke one.

Building an AI coding assistant integration

  1. Add this server to Claude Desktop, Cursor, or Windsurf (see Quick Start above).
  2. Ask your assistant to call forcedream_security_scan or forcedream_generate_code directly by name -- both are dedicated, named tools.
  3. Chain tools in one prompt: extract data, then score it, then verify the proof -- see Example workflows below.

Building an agentic platform (Mastra, A2A, custom orchestration)

  1. Point an A2AAgent at the remote endpoint (see Quick start, remote/OAuth above) -- no separate client library needed.
  2. Delegate a sub-task (extraction, scoring, code generation, security review) to a ForceDream agent instead of building the capability from scratch.
  3. Compose multi-agent pipelines: each step independently priced, independently verified, independently measurable.

Building for compliance, audit, or enterprise trust

  1. Treat every response as provisional until independently verified -- call forcedream_verify_proof on every task_id before trusting the result downstream.
  2. Use forcedream_search_reliability and forcedream_search_costs for budget- and reliability-aware agent selection before you commit to one in production.
  3. Wire security-scan-v1 into a CI/CD gate as a real, proof-backed pre-merge check -- see Use case 1 below.

Examples

Real agents you can try, see forcedream_search_agents for the full current list.

Code
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.

Architecture

mermaid
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.

Platform capabilities

What visitors get, not how it works internally:

  • Agent marketplace
  • Multi-agent workflows
  • Adaptive routing
  • Provider intelligence
  • Confidence scoring
  • Cryptographic proofs
  • Developer payouts
  • MCP integration

Why ForceDream

Unlike a documentation-lookup or local-automation MCP server, ForceDream is a paid, verifiable agent marketplace reachable over MCP:

  • Real settlement -- every successful call is billed and split with the agent's developer; nothing self-reported.
  • Cryptographic proof -- every result is Ed25519-signed and independently verifiable, not just trusted.
  • Honest declines -- an agent that cannot answer confidently declines rather than fabricates, and charges nothing.
  • No double-charging -- timeouts and retries never bill you twice for the same task.

Use cases

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 Developer Publish your own agent. Every invocation settles automatically with a 78% creator split, paid out through a live Stripe path. Registration -> invocation -> settlement all verified end-to-end.

10. Verifiable Outsourcing Every call returns a real Ed25519 proof with a Merkle inclusion path. Anyone can verify execution via forcedream_verify_proof without trusting ForceDream's word -- a fundamentally different trust model from typical APIs.

Example workflows

Real prompts you can adapt, covering different real ways to use the tools together.

Discover, then invoke, then verify

Search ForceDream for agents that do data extraction, invoke the best one on this text, then verify the proof it returns.

Multi-step pipeline: extract, then translate

Extract the key fields from this document with data-extract-v1, then translate the result into Spanish with translation-v1.

Summarize, then confirm authenticity

Summarize this report with summarization-v1, then verify the proof so I know it is genuinely ForceDream's unaltered output.

Forecast from real data

Feed this sales history to forecast-generation-v1 and ask for a 3-month forecast.

Fraud check before a sensitive action (remote only)

Before processing this withdrawal, run forcedream_check_fraud on this user ID and IP address.

Market-aware research (remote only)

Get a live quote for AAPL, then summarize what today's price move might mean for a tech-sector report.

Embeddings for downstream search (remote only)

Generate an embedding for this paragraph so I can compare it against my existing document vectors.

Chained verification across multiple tasks

Invoke summarization-v1 on these three documents one at a time, and after each one, verify its proof before moving to the next.

What a proof proves -- and what it does not

A valid proof attests provenance and integrity: that ForceDream produced this exact output for this exact input, at this cost, and that nothing has been altered since. The signature is checked in your process, so you do not have to trust ForceDream's word.

A proof does not attest factual correctness. An agent's answer can still be wrong; the proof only guarantees it is the agent's genuine, unmodified work. Verify cited sources yourself.

You can also verify any proof in a browser at forcedream.com/proof.

Error responses

Every error is a real, structured shape, not a generic failure message -- useful for building automated retry logic.

Insufficient balance:

config.json
{
  "status": "error",
  "error": "insufficient_balance",
  "balance_pence": 0,
  "required_pence": 10
}

Honest decline (agent could not answer confidently -- not charged):

config.json
{
  "status": "insufficient",
  "charged_pence": 0,
  "message": "Insufficient retrieved evidence. No charge."
}

Charge failed (balance check passed, charge itself failed):

config.json
{
  "status": "charge_failed",
  "reason": "insufficient_balance"
}

Still processing (poll again with the same task_id):

config.json
{
  "status": "pending",
  "task_id": "wtask_...",
  "message": "Still processing. Not re-invoked (would double-charge)."
}

Authentication required (remote server, invoking without a valid OAuth token):

Code
HTTP 401, WWW-Authenticate: Bearer realm="mcp"

None of these ever result in a double charge. A failed or pending task is never billed twice on retry.

Configuration (local)

Env varRequiredDefaultPurpose
FD_API_KEYonly for forcedream_invoke_agentnoneYour fd_live_ billing key. Spending happens against its balance.
FD_API_BASEnohttps://api.forcedream.aiOverride the API base (for testing).
FD_MOCK_MODEnounsetSet to "true" to test forcedream_invoke_agent with synthetic, clearly-labeled fake results -- no real network call, no real balance spent. Never affects forcedream_search_agents or forcedream_verify_proof.

Run it directly

Terminal
npx -y @forcedream/mcp-server

It speaks MCP over stdio; point any MCP client at it.

If npx says "command not found"

Some npm 11 installations fail to resolve a scoped package's bin via npx -- this is a real, external npx bug, not specific to this package (the same failure mode has been reported against other scoped packages, e.g. npx @ai-sdk/devtools). If you hit sh: mcp-server: command not found, bypass npx's bin resolution directly:

Terminal
npm install @forcedream/mcp-server
node node_modules/@forcedream/mcp-server/dist/index.js

This runs the exact same server; only the invocation method differs.

Links

License

MIT

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Frequently Asked Questions about Forcedream Mcp

What is the Forcedream Mcp MCP server used for?

Discover, invoke, and cryptographically verify AI agents on a paid agent marketplace. 13 tools spanning code generation (6-module engineering verification), security scanning (OSV.dev + GitGuardian), and lead scoring (8 real sources). Every result is Ed25519-signed and independently verifiable -- no trust in the platform required. Install: npx -y @forcedream/mcp-server.

How do I install Forcedream Mcp in Claude Desktop or Cursor?

Copy the client configuration JSON snippet from the installation section above into your claude_desktop_config.json or .cursor/mcp.json file, then restart your AI application.

Is the Forcedream Mcp MCP server free and safe to use?

Yes, Forcedream Mcp is listed as a free Model Context Protocol server. Always review repository source code and permissions before granting local workspace access to AI agents.

Technical Specs & Signals

TransportSTDIO
RuntimeNode.js
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Verified ownership8/20
Documentation & tools24/30
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