Forcedream MCP vs Aiskillstore — MCP Server Comparison | AllMCPs
Side-by-Side Model Context Protocol Comparison
Forcedream MCP vs Aiskillstore
In-depth architectural comparison of the Forcedream MCP and Aiskillstore MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
Forcedream MCP
Aggregators · Local stdio
Quality: 61/100 (Good) | Auth: API Key required
Aiskillstore
Aggregators · Remote HTTP/SSE
Quality: 53/100 (Good) | Auth: API Key required
Verdict Summary: Choose Forcedream MCP if you need specialized Aggregators tools running via a local process. Choose Aiskillstore if your workspace requires Aggregators integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose Forcedream MCP when:
You need dedicated capabilities in the Aggregators domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Paid Service).
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.
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_proof.
forcedream_invoke_agent
Invoke a ForceDream agent to do real work. SPENDS your balance — requires FD_API_KEY in the server env. Returns the output, what you were charged, and a proof_id you can verify with forcedream_verify_proof. Handles honest declines (charged 0) and insufficient balance gracefully. Invokes once; 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.
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
Forcedream MCP is categorized under Aggregators and uses a local stdio subprocess. In contrast, Aiskillstore belongs to Aggregators using remote streaming HTTP/SSE transport. Select Forcedream MCP when you need capabilities focused on aggregators and Aiskillstore when you require tools for aggregators.
Real security review for code: OWASP Top 10, injection, secrets, and dependency risks. Cross-references imported dependencies against OSV.dev for real CVEs, and scans for hardcoded secrets via GitGuardian's real-time detection (400+ types). SPENDS your balance — requires FD_API_KEY. Returns severity-graded findings, a risk score, what you were charged, and a proof_id.
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 confirm which extracted values are independently verified vs. unconfirmed. SPENDS your balance — requires FD_API_KEY. Returns the extracted rows, what you were charged, and a proof_id.
forcedream_score_lead
Score sales leads hot/warm/cold with weighted signals and a recommended next action — grounded in real, live verification. 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 FD_API_KEY.
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 detection. Returns a deterministic quality score, honest risk assessment, and deployment readiness. SPENDS your balance — requires FD_API_KEY.
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 (GDELT, Hacker News), grammar, readability, and language detection into one deterministic overall sentiment, urgency, and business impact score. SPENDS your balance — requires FD_API_KEY.
forcedream_check_fraud
Real fraud risk assessment using AbuseIPDB IP reputation data. SPENDS your balance — requires FD_API_KEY. Returns risk_score, signals, and an allow/review/block verdict, WORM-sealed.
forcedream_generate_embedding
Real 1024-dim vector embedding via Voyage voyage-3.5, retrieval-optimised. SPENDS your balance (per-token charge) — requires FD_API_KEY. Returns the vector, dimensions, token count, WORM-sealed.
forcedream_market_quote
Real, live market quote for a stock symbol via Alpha Vantage: price, change %, volume, day high/low, liquidity score. SPENDS your balance — requires FD_API_KEY. Hard-cached, WORM-sealed.
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.
+2 more tools listed on main page
Aiskillstore Tools (18)
search_skills
Search skills by keyword, category, or capability
get_skill
Get detailed skill information
get_skill_schema
Inspect full schema before installing
download_skill
Download platform-specific skill package
list_categories
Browse available skill categories
list_platforms
List supported platforms
get_install_guide
Get platform-specific install configuration
check_compatibility
Check skill compatibility with your platform
validate_compatibility
Pre-download dependency and environment validation
upload_skill
Upload a skill (API key required, JSON body supported)
upload_skill_draft
Upload a skill without API key (claim_token based)
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.
Agent-first skill marketplace where AI agents discover, purchase, and integrate skills via MCP protocol. Supports 7+ platforms including Claude, hGPT, and Gemini.