Sonatype Guide Workflows

Critical Rules

Never Recommend Downgrades

When a user provides their current version, every recommendation must be >= that version. The MCP returns versions ranked by Developer Trust Score, which can include older versions — filter these out before presenting results.

Only two exceptions exist:

1. The user explicitly and repeatedly insists on a downgrade after being warned.
2. There is a catastrophic, unpatched vulnerability in all versions >= current (e.g., log4shell-severity with no forward fix), AND an older version is unaffected. Even then, present the downgrade only as a cautious side note, not the primary recommendation, and explain the trade-offs.

If neither exception applies, do not mention older versions at all.

Never Recommend Malicious Components

If malicious: true, warn the user immediately. Never recommend, never suggest "with caution" — there is no safe use of a malicious package.

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PURL Format

All tools accept Package URLs. Format: pkg:<type>/<namespace>/<name>@<version>

Ecosystem	Format	Example
Maven	pkg:maven/<groupId>/<artifactId>@<version>	pkg:maven/org.apache.logging.log4j/log4j-core@2.17.1
NPM	pkg:npm/<name>@<version>	pkg:npm/express@4.18.2
PyPI	pkg:pypi/<name>@<version>	pkg:pypi/requests@2.31.0
NuGet	pkg:nuget/<name>@<version>	pkg:nuget/Newtonsoft.Json@13.0.3
Go	pkg:golang/<module>@<version>	pkg:golang/github.com/gin-gonic/gin@1.9.1

For scoped NPM packages, Cargo, RubyGems, and other ecosystems see references/purl-ecosystems.md.

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Tools

Three MCP tools available via sonatype-guide. All accept arrays of up to 20 PURLs.

• sonatype-guide:getComponentVersion — Analyze a specific version. Returns CVEs with CVSS scores, licenses, malicious flag, end-of-life status, and policy compliance results.
• sonatype-guide:getLatestComponentVersion — Find the newest version. Version in PURL is optional.
• sonatype-guide:getRecommendedComponentVersions — Ranked upgrade recommendations with Developer Trust Scores, breaking change counts, and vulnerable method signatures. Omit version for new component picks; include version for upgrade recommendations.

If an MCP call fails or returns unexpected data, tell the user the check could not be completed and suggest they verify manually. Do not silently skip the check or assume the component is safe.

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Interpreting Results

Developer Trust Score

Sonatype's proprietary quality metric (0-100) factoring security, license compliance, quality, and maintainability.

Range	Action
90+	Safe for production
80-89	Generally safe, minor issues
70-79	Upgrade recommended
Below 70	Upgrade urgently

CVSS Severity

Use standard NVD CVSS v3.x severity ratings. Treat Critical (9.0+) and High (7.0+) as actionable — always highlight these in output.

Vulnerabilities

getComponentVersion returns a vulnerabilities object with a flat cves array:

vulnerabilities: {
  cves: [
    { id: "CVE-2021-44228", cvssScore: 10.0 },
    { id: "CVE-2021-45046", cvssScore: 9.0 },
    ...
  ]
}

The API does not distinguish between direct and transitive vulnerabilities — all CVEs are returned in a single list. Present them sorted by CVSS score (highest first). When reporting, state the total CVE count and highlight any with CVSS >= 7.0.

Policy Compliance

getComponentVersion returns a policyCompliance object indicating whether the component passes organizational policies:

policyCompliance: {
  compliant: true/false,
  conditions: [
    { conditionId: "cvss-threshold", conditionName: "CVSS < 7.0", passing: true/false },
    { conditionId: "license-threat-group", conditionName: "No Copyleft Licenses", passing: true/false },
    { conditionId: "malware", conditionName: "No Malware", passing: true/false }
  ]
}

Surface this in audit and evaluation workflows — it gives users a quick pass/fail for enterprise governance. When compliant: false, call out which specific conditions failed.

Flags and Sentinels

• malicious: true — Supply chain attack. Do NOT use. Warn immediately.
• endOfLife: true — No longer maintained. Plan migration.
• licenseThreatLevels — Map of license to threat score. 0 = no concern. Higher = more restrictive.
• catalogDate — Epoch milliseconds when the version was cataloged. Ignore unless the user specifically asks about it.

Null, Empty, and Zero Values

These have distinct meanings — do not conflate them:

Field	null	"0" or 0	[] empty array
breakingChangesCount	Not analyzed — unknown risk, do NOT say "no breaking changes"	Analyzed, confirmed no breaking changes	N/A
vulnerableMethods	Not checked	N/A	Checked, none found
vulnerableMethods[].methodSignatures	N/A	N/A	CVE confirmed but specific affected methods not yet mapped

When breakingChangesCount is null, tell the user: "Breaking changes have not been analyzed for this upgrade path — review the changelog before upgrading."

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Version Recommendation Logic

When recommending versions from getRecommendedComponentVersions results:

1. Filter out downgrades. Remove any toVersion where the version is lower than fromVersion.
2. Prefer the user's current major version. Default recommendation should be the highest-scoring version within the same major version line.
3. Present major version upgrades separately. If a higher major version scores better, mention it as a secondary option with clear warnings about breaking changes.
4. When breakingChangesCount is null for a major version jump, explicitly warn that breaking change analysis is unavailable and recommend reviewing the migration guide.

Example prioritization for a user on express@4.18.2:

• Primary: best 4.x version (e.g., 4.22.1 — same major, lower migration risk)
• Secondary: best 5.x version (e.g., 5.1.0 — higher major, may have better security posture but requires migration effort)

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Workflow 1: Evaluate Before Adding

Trigger: Adding a new dependency, asking "is X safe", or choosing a version.

1. Build the PURL (version optional).
2. Call sonatype-guide:getRecommendedComponentVersions.
3. If the top result scores 90+ with no CVEs, recommend it.
4. If it has issues, call sonatype-guide:getComponentVersion for full details including policy compliance, and present trade-offs.
5. Always check malicious and endOfLife.

Output:

| Version | Trust Score | CVEs | Critical/High | License | Policy |
|---------|-------------|------|---------------|---------|--------|
| x.y.z   | 99          | 0    | 0             | MIT     | Pass   |

Recommendation: ...

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Workflow 2: Upgrade Advisor

Trigger: Upgrading a dependency, asking "should I upgrade X", or responding to a known vulnerability.

1. Build the PURL with the current version.
2. Call sonatype-guide:getRecommendedComponentVersions.
3. Filter out any version older than the current one.
4. Compare fromVersion (current) against remaining toVersions.
5. Group recommendations: same-major first, then cross-major.
6. For the top 2-3 recommendations, highlight Trust Score delta, CVEs resolved, breaking changes, and any new issues.
7. If vulnerableMethods data exists for the current version, mention affected methods to help assess exposure.

Output:

Current: <package>@<version> (Trust Score: X, CVEs: N, Critical/High: M)

Recommended (same major):
1. <version> (Trust Score: Y) — <rationale>

Also available (major upgrade):
2. <version> (Trust Score: Z) — <rationale, breaking change warning>

Breaking changes to review: N (or "not analyzed — review changelog")

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Workflow 3: Project Audit

Trigger: "Audit dependencies", "check for vulnerabilities", "scan for security issues", or dependency health report requests.

1. Find the project's dependency manifest. Prefer lock files for exact versions.
2. Parse dependencies and build PURLs.
3. Batch-query sonatype-guide:getComponentVersion (up to 20 per call). For larger projects, prioritize direct dependencies.
4. Sort by severity: malicious first, then policy non-compliant, then end-of-life, then CVEs by CVSS score (highest first), then license concerns.
5. For packages with issues, call sonatype-guide:getRecommendedComponentVersions to suggest fixes — only recommend upgrades, never downgrades.

Output: Start with a one-line summary (scanned count, issue count, policy violations). Group findings by severity (Critical, then Warnings). For each issue, show package@version, the issue, CVSS score, and recommended upgrade. End with a summary counts table.

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Workflow 4: Dependency Comparison

Trigger: Choosing between alternatives ("axios vs got", "which library for X"), or evaluating competing packages.

1. Build PURLs for each candidate. If no version specified, call sonatype-guide:getLatestComponentVersion first.
2. Call sonatype-guide:getRecommendedComponentVersions on each to get Trust Scores.
3. Call sonatype-guide:getComponentVersion on each for policy compliance details.
4. Compare: Trust Score, CVE count and severity, license, policy compliance, end-of-life, malicious flag.

Output:

| Metric | lib A | lib B | lib C |
|--------|-------|-------|-------|
| Latest Version | x.y.z | a.b.c | d.e.f |
| Trust Score | 99 | 85 | 72 |
| CVEs | 0 | 1 | 3 |
| Critical/High CVEs | 0 | 1 | 2 |
| License | MIT | Apache-2.0 | GPL-3.0 |
| Policy Compliant | Yes | Yes | No |

Recommendation: <lib A> — <rationale>

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Examples

User: "Add requests to this project" Expected behavior: Build pkg:pypi/requests, call getRecommendedComponentVersions, check the top result for CVEs/malicious/EOL, and recommend a specific version with its Trust Score before the user runs pip install.

User: "Upgrade express — we're on 4.18.2" Expected behavior: Build pkg:npm/express@4.18.2, call getRecommendedComponentVersions, filter out anything below 4.18.2, present the best 4.x option as primary and any 5.x option as secondary with breaking change warnings.

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