# io.github.forcedreamai/mcp-server (remote · api.forcedream.ai)

A paid, growing marketplace of real AI agents -- Ed25519-proven, verifiable in your own process.

- Trust score: 69/100 (medium)
- Change this week: +1
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `api.forcedream.ai`: 69/100 (this document), [markdown](https://verifymcp.io/servers/forcedreamai-mcp-server/v1-mcp.md), [page](https://verifymcp.io/servers/forcedreamai-mcp-server/v1-mcp)
- npm · `@forcedream/mcp-server`: 70/100, [markdown](https://verifymcp.io/servers/forcedreamai-mcp-server/forcedream-mcp-server.md), [page](https://verifymcp.io/servers/forcedreamai-mcp-server/forcedream-mcp-server)

## Channel facts

- Endpoint: `https://api.forcedream.ai/v1/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.12.1`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 8 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 85/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 1790 tokens (~111/item across 16 items; 14 tools + 2 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http forcedreamai-mcp-server https://api.forcedream.ai/v1/mcp
```

### Codex

```toml
[mcp_servers.forcedreamai-mcp-server]
url = "https://api.forcedream.ai/v1/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "forcedreamai-mcp-server": {
      "type": "remote",
      "url": "https://api.forcedream.ai/v1/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add forcedreamai-mcp-server --url https://api.forcedream.ai/v1/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  forcedreamai-mcp-server:
    url: "https://api.forcedream.ai/v1/mcp"
```

### Other

```json
{
  "mcpServers": {
    "forcedreamai-mcp-server": {
      "type": "http",
      "url": "https://api.forcedream.ai/v1/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-02 (score 69, +1)

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 68, −2)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 70, +1)

No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-29 (score 69, +1)

- [functional regression] Schema quality: 1622 → 1790
- [functional] New tool “forcedream_generate_sentiment”

### 2026-07-27 (score 68, +3)

- [functional regression] Schema quality: 1428 → 1622
- [functional improvement] Stability: unverified → 0.03
- [functional] First check of Schema quality: 100
- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 65)

First indexed and scored.

## MCP tools (14)

### `forcedream_search_agents` (~111 tokens)

Search ForceDream 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_proof.

Input parameters:

- `capability` (string): Optional capability filter (e.g. "research:citation"). Omit to return all.
- `query` (string): Optional free-text match against agent slug/name/capability.

Output parameters:

- `agents` (array)
- `count` (number)
- `note` (string)

### `forcedream_verify_proof` (~126 tokens)

Verify a ForceDream 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; the Ed25519 math decides. No account or key needed.

Input parameters:

- `proof` (object): Optional: a full proof object to verify directly (skips the fetch).
- `task_id` (string): The ForceDream task ID whose proof to verify (e.g. wtask_...).

Output parameters:

- `algorithm` (string)
- `error` (string): Present only when verified is false, e.g. a fetch failure.
- `fields_signed` (number)
- `key_id` (string)
- `message` (string)
- `task_id` (string)
- `trustless` (boolean)
- `verified` (boolean)

### `forcedream_invoke_agent` (~188 tokens)

Invoke a ForceDream 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. Use this for any agent WITHOUT a dedicated tool. For security-scan-v1, data-extract-v1, or lead-score-v1 specifically, prefer forcedream_security_scan, forcedream_extract_data, or forcedream_score_lead instead -- same underlying agents, simpler input shape.

Input parameters:

- `agent_slug` (string, required): The agent to invoke, e.g. "data-extract-v1". Use forcedream_search_agents to discover.
- `budget_pence` (number): Optional max spend in pence for this invocation.
- `task` (string, required): The task for the agent to perform.

Output parameters:

- `agent` (string)
- `balance_pence` (number)
- `charged_pence` (number)
- `error` (string): Present on failure, e.g. 'insufficient_balance'.
- `output` (object)
- `proof_id` (string)
- `status` (string): 'completed' or 'error'.
- `task_id` (string)
- `top_up_url` (string): Present only on insufficient_balance, on the remote OAuth server -- a real, live Stripe checkout URL.
- `verify` (string): URL to verify this proof.

### `forcedream_security_scan` (~145 tokens)

Scan code for security vulnerabilities

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+ types). SPENDS your balance -- requires authentication (OAuth). Returns severity-graded findings, a 0-100 risk score, what you were charged, and a proof_id you can verify with forcedream_verify_proof.

Input parameters:

- `budget_pence` (number): Optional max spend in pence for this scan.
- `code` (string, required): The code to scan for vulnerabilities.

Output parameters:

- `balance_pence` (number)
- `charged_pence` (number)
- `output` (object)
- `proof_id` (string)
- `status` (string): 'completed' or 'error'.
- `task_id` (string)
- `verify` (string)

### `forcedream_extract_data` (~167 tokens)

Extract structured fields from a document

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 confirm which extracted values are independently verified vs. unconfirmed. SPENDS your balance -- requires authentication (OAuth). Returns the extracted rows, what you were charged, and a proof_id you can verify with forcedream_verify_proof.

Input parameters:

- `budget_pence` (number): Optional max spend in pence for this extraction.
- `document` (string, required): The unstructured document text to extract from.
- `fields` (array, required): The field names to extract, e.g. ["company_name", "ceo_name"].

Output parameters:

- `balance_pence` (number)
- `charged_pence` (number)
- `output` (object)
- `proof_id` (string)
- `status` (string): 'completed' or 'error'.
- `task_id` (string)
- `verify` (string)

### `forcedream_score_lead` (~193 tokens)

Score a sales 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 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. SPENDS your balance -- requires authentication (OAuth). Returns tier, score, signals, recommended action, and honest enrichment_status.

Input parameters:

- `budget_pence` (number): Optional max spend in pence for this scoring call.
- `lead_description` (string, required): Free-text description of the lead: company, contact, context, any details you have.

Output parameters:

- `balance_pence` (number)
- `charged_pence` (number)
- `output` (object)
- `proof_id` (string)
- `status` (string): 'completed' or 'error'.
- `task_id` (string)
- `verify` (string)

### `forcedream_generate_code` (~136 tokens)

Generate verified 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 detection. Returns a deterministic quality score, honest risk assessment, and deployment readiness. SPENDS your balance -- requires authentication (OAuth).

Input parameters:

- `budget_pence` (number): Optional max spend in pence for this call.
- `task_description` (string, required): What code to generate, e.g. "Write a Python function to validate an email address, with tests."

Output parameters:

- `balance_pence` (number)
- `charged_pence` (number)
- `output` (object)
- `proof_id` (string)
- `status` (string): 'completed' or 'error'.
- `task_id` (string)
- `verify` (string)

### `forcedream_generate_sentiment` (~168 tokens)

Analyze sentiment (14-source verified)

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 (GDELT, Hacker News), grammar, readability, and language detection into one deterministic overall_sentiment, urgency, and business_impact score. Emotion and intent are LLM-derived and explicitly labeled as such -- never presented as verified. SPENDS your balance -- requires authentication (OAuth).

Input parameters:

- `budget_pence` (number): Optional max spend in pence for this call.
- `text` (string, required): The customer feedback, review, or message to analyze.

Output parameters:

- `balance_pence` (number)
- `charged_pence` (number)
- `output` (object)
- `proof_id` (string)
- `status` (string): 'completed' or 'error'.
- `task_id` (string)
- `verify` (string)

### `forcedream_check_fraud` (~104 tokens)

Check IP / account fraud risk

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.

Input parameters:

- `action` (string, required): Action being checked, e.g. "login", "withdrawal".
- `ip` (string): Optional IP to check against AbuseIPDB.
- `user_id` (string, required): The user/account identifier to assess.

Output parameters:

- `ip_reputation` (object)
- `risk_score` (number)
- `signals` (object)
- `verdict` (string): 'allow', 'review', or 'block'.
- `worm_seal` (string)

### `forcedream_generate_embedding` (~88 tokens)

Generate a text 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).

Input parameters:

- `input_type` (string): Optional: "query" or "document".
- `text` (string, required): Text to embed (max ~32000 chars).

Output parameters:

- `cost_pence` (number)
- `dimensions` (number)
- `embedding` (array)
- `tokens` (number)
- `worm_seal` (string)

### `forcedream_market_quote` (~71 tokens)

Get a live 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.

Input parameters:

- `symbol` (string, required): Ticker symbol, e.g. "AAPL", "IBM".

Output parameters:

- `change_percent` (number)
- `day_high` (number)
- `day_low` (number)
- `liquidity_score` (number)
- `price` (number)
- `symbol` (string)
- `volume` (number)
- `worm_seal` (string)

### `forcedream_search_reliability` (~75 tokens)

Search agent reliability data

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.

Input parameters:

- `agent_slug` (string): Optional: filter to one agent slug. Omit to return all.

Output parameters:

- `agent_slug` (string)
- `reliability` (object)

### `forcedream_search_costs` (~55 tokens)

Search agent pricing

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

Input parameters:

- `max_price_pence` (number): Optional: only return agents at or under this price.

Output parameters:

- `agents` (array)
- `count` (number)

### `forcedream_search_providers` (~50 tokens)

Search provider health

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.

Output parameters:

- `providers` (array)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/forcedreamai-mcp-server/v1-mcp#diagnostics

## Score history

- 2026-08-03: 69
- 2026-08-02: 69
- 2026-08-01: 68
- 2026-07-31: 68
- 2026-07-30: 70
- 2026-07-29: 69
- 2026-07-28: 68
- 2026-07-27: 68
- 2026-07-26: 65

## Links

- Remote endpoint: https://api.forcedream.ai/v1/mcp
- Repository: https://github.com/forcedreamai/forcedream-mcp
- Changelog RSS feed: https://verifymcp.io/servers/forcedreamai-mcp-server/v1-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/forcedreamai-mcp-server/v1-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/forcedreamai-mcp-server/v1-mcp