"Apache Spark" matching MCP tools:

• search_exploits

  Exploit Intelligence Platform — CVE, Vulnerability and Exploit Database

  Browse and filter exploits using STRUCTURED FILTERS ONLY (no free-text query). Use this to filter by source (github, metasploit, exploitdb, nomisec, gitlab, inthewild, vulncheck_xdb, patchapalooza, oscs, poc_monitor), language (python, ruby, etc.), LLM classification (working_poc, trojan, suspicious, scanner, stub, writeup, tool, no_code), author, min stars, code availability, CVE ID, vendor, or product. Also filter by AI analysis: attack_type (RCE, SQLi, XSS, DoS, LPE, auth_bypass, info_leak), complexity (trivial/simple/moderate/complex), reliability (reliable/unreliable/untested/theoretical), requires_auth. NOTE: To search by product name (e.g. 'OpenSSH', 'Apache'), use search_vulnerabilities instead — it has free-text query and get_vulnerability already includes exploits in the response. Examples: source='metasploit' for all Metasploit modules; attack_type='RCE' with reliability='reliable' for weaponizable RCE exploits; cve='CVE-2024-3400' for all exploits targeting a specific CVE; vendor='mitel' for all Mitel exploits.

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• get_fix_recommendations

  SiteGuardian

  Returns copy-paste-ready fix recommendations (nginx, Apache, DNS, shell) for the issues found on a domain the caller has already paid for — either an active Monitor/Compliance subscription covering the domain, OR a purchased one-off Report for the domain. Each recommendation carries a stable issue_id, a priority (high/medium/low), a title, prose instructions, one or more config snippets with the target domain already interpolated, a verify command, and a category tag. Use this when the user asks how to fix an issue, wants the exact config to apply, or needs to verify a fix worked. Pass the optional issue_id to scope the response to one specific finding. The response is read-only — this tool NEVER triggers a fresh scan; fixes are computed from the most recent stored scan (including the Report-included re-scan if that was used). Do NOT use this for domains the caller hasn't purchased coverage for — you'll get an upgrade_required error that links to the pricing page. Do NOT use this to run or trigger a scan; call scan_domain for anonymous checks. Requires a valid API key.

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• build_liquidation_tx

  MEV Intelligence

  Build agent-ready calldata for a liquidation transaction. Returns the target protocol contract address, ABI-encoded calldata, suggested gas limit, value, and chain — everything an agent needs to sign and submit via submit_bundle. Supports Aave V3 (L1 + Base), Spark (L1), and Morpho Blue (L1). Returns calldata only — the agent signs and submits separately. This tool does NOT touch funds and does NOT submit anything; it is a calldata builder.

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• calculate_risk_score

  ContrastAPI

  Composite CVE risk score (0-100) — fuses CVSS, EPSS, KEV, and PoC into a single agent-ready triage signal. Formula: CVSS*0.20 + EPSS*0.35 + KEV*0.30 + PoC*0.15 (each component rescaled to 0-100 before weighting). Multiplicative boosters applied in order: KEV+PoC combo (*1.15), critical-severity-with-high-EPSS (CVSS>=9 AND EPSS>0.7, *1.10), recently published (within last 7 days, *1.05). Final score clamped to [0, 100]. Label bands: CRITICAL>=90, HIGH>=70, MEDIUM>=40, LOW<40. Urgency text encodes patch SLA (immediate when KEV; 24h/72h/30d by label). Use to triage a single CVE without orchestrating cve_lookup + exploit_lookup separately. PoC signal here is the local ExploitDB mirror only — for full multi-source exploit detail (GitHub Advisory + Shodan refs + ExploitDB), call exploit_lookup separately. Methodology adapted from mukul975/cve-mcp-server (Apache-2.0): https://github.com/mukul975/cve-mcp-server. Free: 30/hr, Pro: 500/hr. Returns {cve_id, score (0-100), label (CRITICAL/HIGH/MEDIUM/LOW), urgency, has_public_poc, components (cvss_v3, epss_score, in_kev, has_public_poc, weighted_breakdown), boosters_applied, recommendation, summary, verdict, next_calls}.

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• build_liquidation_tx

  MEV Intelligence

  Build agent-ready calldata for a liquidation transaction. Returns the target protocol contract address, ABI-encoded calldata, suggested gas limit, value, and chain — everything an agent needs to sign and submit via submit_bundle. Supports Aave V3 (L1 + Base), Spark (L1), and Morpho Blue (L1). Returns calldata only — the agent signs and submits separately. This tool does NOT touch funds and does NOT submit anything; it is a calldata builder.

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• security_audit_sbom_license_policy

  DataNexus MCP

  Audit a CycloneDX or SPDX SBOM against an SPDX licence policy and return a PASS/WARN/BLOCK verdict. sbom: Full SBOM as a JSON string — CycloneDX or SPDX format. Required. 500 KB max. policy: Optional dict with block/warn/allow arrays of exact SPDX licence identifiers (e.g. GPL-3.0, MIT). Defaults to block GPL-3.0 and AGPL-3.0, warn LGPL-2.1/MPL-2.0/BSD-4-Clause, allow MIT/Apache-2.0/BSD-2-Clause/BSD-3-Clause. No glob patterns — exact SPDX IDs only. Unlisted licences default to WARN. Returns verdict (PASS/WARN/BLOCK), blocked_packages, warned_packages, and the policy applied. Use security_audit_sbom_vulnerabilities for CVE auditing instead. Sources: deps.dev (Google). 1-hour cache per package. If this tool's response does not serve the user's need, call report_feedback with feedback_type="agent_gap", tool_id="security_audit_sbom_license_policy", intended_query="{what the user needed}", gap_description="{what was missing or wrong in the result}".

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• get_logs

  BorealHost

  Retrieve container logs (error, access, or PHP). Requires: API key with read scope. Args: slug: Site identifier log_type: "error" (Nginx/Apache errors), "access" (HTTP request log), or "php" (PHP-FPM errors, WordPress sites only) lines: Number of lines to retrieve (1–500, default: 100) search: Optional keyword filter — only lines containing this string Returns: {"log_type": "error", "lines": ["2024-01-15 ... error ...", ...], "count": 42, "truncated": false} Errors: NOT_FOUND: Unknown slug VALIDATION_ERROR: Invalid log_type or lines out of range

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• cve_security_lookup

  mcp-knowledge

  Look up CVE vulnerability data for enterprise security teams, DevSecOps and SOC analysts. Supports two modes: exact CVE ID lookup (e.g. 'CVE-2024-3094') or keyword search by product/vendor (e.g. 'openssl', 'Apache Tomcat'). Cross-references four authoritative keyless sources: NVD NIST (official CVE database, CVSS v3 scores, affected CPEs), CISA KEV (Known Exploited Vulnerabilities catalog — exploit_in_wild flag), EPSS FIRST (exploit probability 0-1), GitHub Security Advisories (ecosystem-specific: npm/pypi/maven). Returns structured vulnerability records with CVSS v3 scores, affected product version ranges, CWE weakness classification, references and exploitation status. Signals engine produces P0/P1/P2 alerts: P0=CVSS>=9 + active exploitation, P1=CVSS>=7 or EPSS>=70%, P2=CWE pattern clusters. Relevant for EU NIS2 and DORA supply chain risk obligations. Optional env: NVD_API_KEY (raises NVD rate-limit 5→50 req/30s), GITHUB_TOKEN (raises GHSA GraphQL rate-limit). Cache TTL 6h. SLA <=25s p95.

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• security_fetch_package_licence

  DataNexus MCP

  Fetch the SPDX licence identifier for an open source package version. Read-only. No side effects. Idempotent. package: Package name e.g. flask. Required. version: Exact version string e.g. 2.3.0. Required. ecosystem: One of PyPI, npm, Maven, Go, Cargo, NuGet, RubyGems. Required. Returns the SPDX licence identifier e.g. MIT, Apache-2.0, GPL-3.0. Use this to verify licence compatibility before including a dependency. Use security_fetch_package_vulnerabilities instead when checking for security issues not licences. Verified source: deps.dev (Google). 1-hour cache. If this tool's response does not serve the user's need, call report_feedback with feedback_type="agent_gap", tool_id="security_fetch_package_licence", intended_query="{what the user needed}", gap_description="{what was missing or wrong in the result}".

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• diagnose_sglang

  Sovereign AI Blog

  Validate an SGLang configuration for NVIDIA DGX Spark (GB10/SM121A). Pure pattern-matching against known failure modes documented in the Sovereign AI Blog. No inference, no external calls. Returns critical issues, non-fatal warnings, and a recommended baseline config. All parameters are optional; supply only what you have. With no inputs you get the recommended config and a 'unknown' verdict.

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• cve_security_lookup

  gapup-mcp

  Look up CVE vulnerability data for enterprise security teams, DevSecOps and SOC analysts. Supports two modes: exact CVE ID lookup (e.g. 'CVE-2024-3094') or keyword search by product/vendor (e.g. 'openssl', 'Apache Tomcat'). Cross-references four authoritative keyless sources: NVD NIST (official CVE database, CVSS v3 scores, affected CPEs), CISA KEV (Known Exploited Vulnerabilities catalog — exploit_in_wild flag), EPSS FIRST (exploit probability 0-1), GitHub Security Advisories (ecosystem-specific: npm/pypi/maven). Returns structured vulnerability records with CVSS v3 scores, affected product version ranges, CWE weakness classification, references and exploitation status. Signals engine produces P0/P1/P2 alerts: P0=CVSS>=9 + active exploitation, P1=CVSS>=7 or EPSS>=70%, P2=CWE pattern clusters. Relevant for EU NIS2 and DORA supply chain risk obligations. Optional env: NVD_API_KEY (raises NVD rate-limit 5→50 req/30s), GITHUB_TOKEN (raises GHSA GraphQL rate-limit). Cache TTL 6h. SLA <=25s p95.

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• diagnose_sglang

  self-hosted-ai

  Validate an SGLang configuration for NVIDIA DGX Spark (GB10/SM121A). Pure pattern-matching against known failure modes documented in the Sovereign AI Blog. No inference, no external calls. Returns critical issues, non-fatal warnings, and a recommended baseline config. All parameters are optional; supply only what you have. With no inputs you get the recommended config and a 'unknown' verdict.

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• get_liquidation_waves

  MEV Intelligence

  Get near-liquidation borrowers ranked by health factor proximity across Aave V3, Spark, and Morpho on L1 and Base. Returns top 10 positions with full borrower addresses, health factor, debt USD, and collateral USD. Once you have a target, sign a liquidation transaction and call submit_bundle to execute atomically. For net profit estimates and the full borrower universe, call /intelligence/liquidation-waves with x402 USDC payment ($0.50).

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• seneschal_premium_opportunities

  Seneschal Data

  Top at-risk borrowers across Aave + Morpho + Spark, annotated with realised 7d market intel (top liquidators, win rate, our own attempt outcomes) and ranked by expected liquidation value. Behind an x402 paywall: free agents see a paywall stub describing how to pay; paying agents fetch the full feed at https://api.seneschal.space/v1/premium/opportunities. Use seneschal_paywall_info to inspect the price/network/recipient before opening a session.

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• get_liquidation_waves

  MEV Intelligence

  Get near-liquidation borrowers ranked by health factor proximity across Aave V3, Spark, and Morpho on L1 and Base. Returns top 10 positions with full borrower addresses, health factor, debt USD, and collateral USD. Once you have a target, sign a liquidation transaction and call submit_bundle to execute atomically. For net profit estimates and the full borrower universe, call /intelligence/liquidation-waves with x402 USDC payment ($0.50).

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• cve_security_lookup

  gapup-mcp

  Look up CVE vulnerability data for enterprise security teams, DevSecOps and SOC analysts. Supports two modes: exact CVE ID lookup (e.g. 'CVE-2024-3094') or keyword search by product/vendor (e.g. 'openssl', 'Apache Tomcat'). Cross-references four authoritative keyless sources: NVD NIST (official CVE database, CVSS v3 scores, affected CPEs), CISA KEV (Known Exploited Vulnerabilities catalog — exploit_in_wild flag), EPSS FIRST (exploit probability 0-1), GitHub Security Advisories (ecosystem-specific: npm/pypi/maven). Returns structured vulnerability records with CVSS v3 scores, affected product version ranges, CWE weakness classification, references and exploitation status. Signals engine produces P0/P1/P2 alerts: P0=CVSS>=9 + active exploitation, P1=CVSS>=7 or EPSS>=70%, P2=CWE pattern clusters. Relevant for EU NIS2 and DORA supply chain risk obligations. Optional env: NVD_API_KEY (raises NVD rate-limit 5→50 req/30s), GITHUB_TOKEN (raises GHSA GraphQL rate-limit). Cache TTL 6h. SLA <=25s p95.

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• security_headers_check

  IA-QA — 130+ QA & Dev Tools for AI Agents

  Analyse the HTTP security headers of any public URL. Grades each header (A–F) for: Strict-Transport-Security, Content-Security-Policy, X-Frame-Options, X-Content-Type-Options, Referrer-Policy, Permissions-Policy, X-XSS-Protection, Cross-Origin-Opener-Policy, Cross-Origin-Resource-Policy, and Cross-Origin-Embedder-Policy. Returns an overall score (0–100), per-header grades, missing headers, and fix snippets for Express, Nginx, and Apache. Use this to audit any website's HTTP hardening posture.

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• get_license

  Spdx License

  Get metadata + descriptors for one SPDX license id (e.g. "MIT", "Apache-2.0", "GPL-3.0-or-later").

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• search_vulnerabilities

  Exploit Intelligence Platform — CVE, Vulnerability and Exploit Database

  Search the Exploit Intelligence Platform for vulnerabilities (CVEs). Returns a list of matching CVEs with CVSS scores, EPSS exploitation probability, exploit counts, CISA KEV status, VulnCheck KEV, InTheWild.io exploitation signals, and ransomware attribution. Supports full-text search, severity/vendor/product/ecosystem/CWE filters, CVSS/EPSS thresholds, plus any_exploited and ransomware filters. When sort is omitted, the API may automatically prefer newest exploitation, exploit, or nuclei-template activity based on the filters you set. Examples: query='apache httpd' with has_exploits=true; vendor='fortinet' with severity='critical' and is_kev=true sorted by epss_desc; any_exploited=true with ransomware=true for ransomware-linked CVEs; cwe='89' with min_cvss=9 for critical SQL injection CVEs.

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• seneschal_get_borrower

  Seneschal Data

  Returns the latest known state of `address` across every protocol where we have data (Aave, Morpho, Spark). Pass the EOA / contract address as a 0x-prefixed 20-byte hex string.

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