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<!doctype html> <html lang="en"> <head> <title>Code coverage report for promptAnalyzer.ts</title> <meta charset="utf-8" /> <link rel="stylesheet" href="prettify.css" /> <link rel="stylesheet" href="base.css" /> <link rel="shortcut icon" type="image/x-icon" href="favicon.png" /> <meta name="viewport" content="width=device-width, initial-scale=1" /> <style type='text/css'> .coverage-summary .sorter { background-image: url(sort-arrow-sprite.png); } </style> </head> <body> <div class='wrapper'> <div class='pad1'> <h1><a href="index.html">All files</a> promptAnalyzer.ts</h1> <div class='clearfix'> <div class='fl pad1y space-right2'> 52.29% Statements 57/109 </div> <div class='fl pad1y space-right2'> 48.93% Branches 23/47 </div> <div class='fl pad1y space-right2'> 38.46% Functions 5/13 </div> <div class='fl pad1y space-right2'> 52.29% Lines 57/109 </div> </div> Press n or j to go to the next uncovered block, b, p or k for the previous block. <template id="filterTemplate"> <div class="quiet"> Filter: <input type="search" id="fileSearch"> </div> </template> </div> <div class='status-line medium'></div> <pre><table class="coverage"> <tr><td class="line-count quiet"><a name='L1'></a><a href='#L1'>1</a> <a name='L2'></a><a href='#L2'>2</a> <a name='L3'></a><a href='#L3'>3</a> <a name='L4'></a><a href='#L4'>4</a> <a name='L5'></a><a href='#L5'>5</a> <a name='L6'></a><a href='#L6'>6</a> <a name='L7'></a><a href='#L7'>7</a> <a name='L8'></a><a href='#L8'>8</a> <a name='L9'></a><a href='#L9'>9</a> <a name='L10'></a><a href='#L10'>10</a> <a name='L11'></a><a href='#L11'>11</a> <a name='L12'></a><a href='#L12'>12</a> <a name='L13'></a><a href='#L13'>13</a> <a name='L14'></a><a href='#L14'>14</a> <a name='L15'></a><a href='#L15'>15</a> <a name='L16'></a><a href='#L16'>16</a> <a name='L17'></a><a href='#L17'>17</a> <a name='L18'></a><a href='#L18'>18</a> <a name='L19'></a><a href='#L19'>19</a> <a name='L20'></a><a href='#L20'>20</a> <a name='L21'></a><a href='#L21'>21</a> <a 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                                                                                                                                    1x 6x                                                                                                                                                                                                                                                                                                                                                                                                             6x   6x   6x 2x       4x   4x 23x 23x 23x     23x 4x 4x     4x 4x     4x 3x 3x       4x       4x         4x             23x 23x         23x 4x     19x       19x 4x     15x 3x       12x 8x       4x     4x         4x 1x       3x 3x         3x         3x             4x     4x   4x   23x 23x     23x 23x             23x       4x               4x 4x 3x         1x                      </td><td class="text"><pre class="prettyprint lang-js">import { Tool, Resource } from '@modelcontextprotocol/sdk/types.js'; import { ServerCapabilities } from '@modelcontextprotocol/sdk/types.js'; // Import DependencyMap import { ValidationResult, DependencyMap } from './types.js';   type MCPTool = Tool & { description: string }; type MCPResource = Resource & { description: string };   interface PromptAnalysisResult { capabilities: ServerCapabilities; authRequirements: AuthConfig; dataFlowPatterns: DataFlowConfig; // Update return type to DependencyMap externalDependencies: DependencyMap; }   interface AuthConfig { type: 'none' | 'basic' | 'oauth' | 'apiKey'; requirements: { envVars?: string[]; setupSteps?: string[]; documentation?: string; }; }   interface DataFlowConfig { inputSources: string[]; outputTargets: string[]; transformations: string[]; patterns: { type: 'stream' | 'batch' | 'request-response'; description: string; }[]; }   interface CapabilityPattern { keywords: string[]; category: 'tool' | 'resource'; capability: string; parameters?: Record<string, unknown>; }   // Define constants for regex patterns and common words filter // Simplified Regex - Capture group 1 has the package name const PACKAGE_NAME_REGEX = /((?:@[a-zA-Z0-9_-]+\/)?[a-zA-Z0-9_.-]{2,})/g; // Refined version regex to capture common specifiers more accurately const VERSION_SPECIFIER_REGEX = /^@([~^]?\d+(\.\d+){0,2}(-[a-zA-Z0-9_.-]+)?|latest|next|[\*xX])/; const COMMON_WORDS_FILTER = new Set([ "the", "a", "an", "is", "in", "it", "of", "and", "to", "for", "with", "on", "as", "if", "or", "be", "use", "run", "get", "set", "new", "old", "type", "any", "all", "test", "build", "start", "dev", "prod", "config", "server", "client", "api", "app", "core", "util", "lib", "common", "shared", "index", "main", "src", "dist", "import", "export", "from", "function", "class", "const", "let", "var", "return", "await", "async", "promise", "interface", "implements", "extends", "private", "public", "static", "this", "super", "try", "catch", "finally", "throw", "while", "for", "switch", "case", "default", "break", "continue", "package", "version", "dependency", "install", "require", "module", "node", "npm", "yarn", "pnpm", "script", "file", "directory", "path", "env", "environment", "variable", "string", "number", "boolean", "object", "array", "null", "undefined", "true", "false", "error", "warning", "info", "debug", "log", "console", "process", "system", "os", "network", "http", "https", "url", "uri", "json", "yaml", "xml", "html", "css", "js", "ts", "jsx", "tsx", "md", "txt", "data", "value", "key", "name", "id", "description", "metadata", "context", "prompt", "analyze", "generate", "create", "update", "delete", "read", "write", "list", "search", "find", "get", "set", "add", "remove", "validate", "resolve", "extract", "parse", "format", "handle", "manage", "monitor", "report", "audit", "secure", "encrypt", "decrypt", "auth", "login", "logout", "user", "session", "token", "credential", "permission", "access", "role", "group", "policy", "rule", "event", "message", "queue", "stream", "batch", "request", "response", "header", "body", "status", "code", "result", "output", "input", "parameter", "argument", "option", "setting", "feature", "capability", "resource", "tool", "sdk", "mcp", "model", "context", "protocol", "bridge", "server", "client", "agent", "mode", "task", "workflow", "step", "action", "command", "execute", "run", "build", "test", "deploy", "start", "stop", "restart", "status", "config", "setting", "env", "secret", "key", "value", "variable", "parameter", "argument", "option", "flag", "help", "version", "info", "debug", "verbose", "quiet", "silent", "force", "yes", "no", "all", "none", "any", "some", "each", "map", "filter", "reduce", "sort", "find", "index", "match", "replace", "split", "join", "trim", "lower", "upper", "case", "default", "break", "continue", "return", "throw", "try", "catch", "finally", "async", "await", "promise", "resolve", "reject", "then", "yield", "generator", "iterator", "iterable", "symbol", "proxy", "reflect", "global", "window", "document", "navigator", "location", "history", "storage", "cookie", "event", "listener", "target", "current", "previous", "next", "first", "last", "item", "element", "node", "component", "module", "class", "function", "method", "property", "field", "attribute", "tag", "selector", "style", "layout", "render", "update", "state", "props", "hook", "effect", "ref", "memo", "callback", "context", "provider", "consumer", "router", "route", "link", "navigate", "history", "location", "match", "params", "query", "state", "store", "reducer", "action", "dispatch", "selector", "middleware", "saga", "thunk", "observable", "subject", "pipe", "subscribe", "unsubscribe", "operator", "error", "exception", "handler", "logger", "transport", "formatter", "level", "message", "timestamp", "metadata", "metric", "counter", "gauge", "histogram", "summary", "label", "tag", "trace", "span", "context", "baggage", "propagation", "instrumentation", "exporter", "collector", "processor", "sampler", "resource", "attribute", "event", "log", "record", "database", "table", "collection", "document", "row", "column", "field", "index", "query", "mutation", "aggregation", "transaction", "connection", "pool", "driver", "adapter", "orm", "migration", "schema", "model", "entity", "repository", "service", "controller", "view", "template", "engine", "cache", "store", "key", "value", "ttl", "expiry", "invalidation", "policy", "strategy", "lock", "semaphore", "mutex", "queue", "stack", "list", "set", "map", "tree", "graph", "algorithm", "data", "structure", "pattern", "design", "architecture", "component", "module", "library", "framework", "platform", "sdk", "api", "interface", "contract", "protocol", "standard", "specification", "documentation", "readme", "tutorial", "example", "guide", "reference", "changelog", "license", "contributing", "issue", "bug", "feature", "request", "pull", "merge", "commit", "branch", "tag", "release", "version", "dependency", "package", "manager", "registry", "repository", "source", "control", "git", "svn", "hg", "ci", "cd", "pipeline", "build", "test", "deploy", "automation", "script", "task", "job", "workflow", "orchestration", "container", "docker", "kubernetes", "vm", "serverless", "cloud", "aws", "gcp", "azure", "provider", "service", "resource", "instance", "cluster", "node", "pod", "deployment", "service", "ingress", "load", "balancer", "firewall", "network", "vpc", "subnet", "route", "dns", "cdn", "storage", "bucket", "blob", "file", "database", "cache", "queue", "message", "event", "function", "lambda", "compute", "instance", "vm", "container", "registry", "repository", "artifact", "image", "monitoring", "logging", "tracing", "alerting", "dashboard", "security", "identity", "access", "management", "iam", "role", "policy", "permission", "audit", "compliance", "encryption", "key", "certificate", "secret", "vault", "cost", "billing", "budget", "optimization", "performance", "scalability", "reliability", "availability", "resilience", "disaster", "recovery", "backup", "restore", "test", "unit", "integration", "e2e", "end-to-end", "component", "contract", "performance", "load", "stress", "security", "penetration", "fuzz", "coverage", "report", "runner", "framework", "library", "assertion", "mock", "stub", "spy", "fixture", "setup", "teardown", "before", "after", "each", "all", "describe", "it", "expect", "assert", "should", "chai", "mocha", "jest", "jasmine", "karma", "cypress", "playwright", "selenium", "webdriver", "puppeteer", "storybook", "styleguidist", "documentation", "jsdoc", "tsdoc", "typedoc", "sphinx", "javadoc", "doxygen", "swagger", "openapi", "raml", "blueprint", "graphql", "sdl", "schema", "query", "mutation", "subscription", "resolver", "type", "interface", "enum", "union", "scalar", "directive", "introspection", "federation", "gateway", "subgraph", "rest", "http", "crud", "get", "post", "put", "patch", "delete", "options", "head", "trace", "connect", "url", "uri", "path", "query", "param", "header", "body", "form", "data", "json", "xml", "yaml", "protobuf", "grpc", "rpc", "websocket", "sse", "mqtt", "amqp", "kafka", "rabbitmq", "redis", "pubsub", "event", "message", "broker", "producer", "consumer", "topic", "queue", "channel", "subscription", "stream", "pipeline", "etl", "elt", "data", "warehouse", "lake", "mart", "analytics", "bi", "business", "intelligence", "dashboard", "report", "visualization", "chart", "graph", "table", "sql", "nosql", "newsql", "database", "query", "language", "engine", "storage", "index", "partition", "shard", "replica", "consistency", "transaction", "acid", "base", "cap", "theorem", "machine", "learning", "ai", "artificial", "intelligence", "deep", "neural", "network", "model", "training", "inference", "prediction", "classification", "regression", "clustering", "nlp", "natural", "language", "processing", "cv", "computer", "vision", "speech", "recognition", "synthesis", "recommendation", "system", "reinforcement", "agent", "environment", "reward", "policy", "state", "action", "tensorflow", "pytorch", "keras", "scikit-learn", "pandas", "numpy", "scipy", "matplotlib", "seaborn", "jupyter", "notebook", "colab", "kaggle", "dataset", "feature", "engineering", "preprocessing", "normalization", "scaling", "encoding", "embedding", "vector", "dimension", "reduction", "pca", "t-sne", "umap", "hyperparameter", "tuning", "optimization", "gradient", "descent", "backpropagation", "loss", "function", "accuracy", "precision", "recall", "f1", "score", "auc", "roc", "confusion", "matrix", "overfitting", "underfitting", "regularization", "dropout", "batch", "normalization", "activation", "function", "relu", "sigmoid", "tanh", "softmax", "convolutional", "cnn", "recurrent", "rnn", "lstm", "gru", "transformer", "attention", "bert", "gpt", "llm", "large", "language", "model", "prompt", "engineering", "fine-tuning", "transfer", "learning", "zero-shot", "few-shot", "rag", "retrieval", "augmented", "generation", "vector", "database", "embedding", "similarity", "search", "ann", "approximate", "nearest", "neighbor", "faiss", "annoy", "nmslib", "pinecone", "weaviate", "milvus", "qdrant", "chroma", "langchain", "llamaindex", "haystack", "openai", "anthropic", "google", "meta", "huggingface", "cohere", "mistral", "gemini", "claude", "chatgpt", "api", "sdk", "library", "tool", "framework", "platform", "service", "model", "endpoint", "request", "response", "token", "usage", "cost", "limit", "quota", "rate", "policy", "fine-tuning", "embedding", "completion", "chat", "image", "audio", "video", "code", "generation", "translation", "summarization", "classification", "sentiment", "analysis", "entity", "recognition", "question", "answering", "search", "retrieval", "recommendation", "personalization", "safety", "ethics", "bias", "fairness", "transparency", "explainability", "privacy", "security", "robustness", "adversarial", "attack", "defense", "alignment", "governance", "regulation", "policy", "compliance", "audit", "responsible", "ai", "human", "loop", "evaluation", "benchmark", "metric", "leaderboard", "research", "paper", "conference", "journal", "arxiv", "github", "community", "forum", "discord", "slack", "contributor", "maintainer", "issue", "pull", "request", "code", "review", "documentation", "example", "tutorial", "blog", "post", "news", "update", "release", "roadmap", "future", "plan", "simple", "web", "also", "plus" ]);   export class PromptAnalyzer { private readonly capabilityPatterns: CapabilityPattern[] = [ { keywords: ['http', 'request', 'fetch', 'api'], category: 'tool', capability: 'httpClient', parameters: { timeout: 30000, retries: 3 } }, { keywords: ['database', 'storage', 'persist'], category: 'tool', capability: 'database', parameters: { type: 'sqlite', path: ':memory:' } }, { keywords: ['cache', 'redis', 'memory'], category: 'resource', capability: 'cache' }, { keywords: ['metrics', 'monitoring', 'stats'], category: 'resource', capability: 'metrics' } ];   async analyzePrompt(prompt: string): Promise<PromptAnalysisResult> { const capabilities = await this.extractCapabilities(prompt); const authRequirements = this.analyzeAuthRequirements(prompt); const dataFlowPatterns = this.analyzeDataFlow(prompt); const externalDependencies = this.extractDependencies(prompt); // Now returns DependencyMap   return { capabilities, authRequirements, dataFlowPatterns, externalDependencies }; }   async validateCapabilities( capabilities: ServerCapabilities ): Promise<ValidationResult> { const errors: ValidationResult['errors'] = []; const warnings: ValidationResult['warnings'] = [];   // Validate tools Iif (capabilities.tools) { for (const [name, tool] of Object.entries(capabilities.tools) as [string, MCPTool][]) { Iif (!this.isValidToolName(name)) { errors.push({ code: 'INVALID_TOOL_NAME', message: `Invalid tool name: ${name}`, severity: 'error' }); }   Iif (!tool.description) { warnings.push({ code: 'MISSING_TOOL_DESCRIPTION', message: `Tool ${name} is missing a description`, recommendation: 'Add a description to improve usability' }); } } }   // Validate resources Iif (capabilities.resources) { for (const [name, resource] of Object.entries(capabilities.resources) as [string, MCPResource][]) { Iif (!this.isValidResourceName(name)) { errors.push({ code: 'INVALID_RESOURCE_NAME', message: `Invalid resource name: ${name}`, severity: 'error' }); }   Iif (!resource.description) { warnings.push({ code: 'MISSING_RESOURCE_DESCRIPTION', message: `Resource ${name} is missing a description`, recommendation: 'Add a description to improve usability' }); } } }   return { valid: errors.length === 0, errors, warnings }; }   private async extractCapabilities(prompt: string): Promise<ServerCapabilities> { const capabilities: ServerCapabilities = { tools: {}, resources: {} };   // Extract capabilities based on patterns for (const pattern of this.capabilityPatterns) { Iif (pattern.keywords.some(keyword => prompt.toLowerCase().includes(keyword.toLowerCase()) )) { if (pattern.category === 'tool') { capabilities.tools![pattern.capability] = { description: `Auto-generated ${pattern.capability} tool`, parameters: pattern.parameters }; } else { capabilities.resources![pattern.capability] = { description: `Auto-generated ${pattern.capability} resource` }; } } }   return capabilities; }   private analyzeAuthRequirements(prompt: string): AuthConfig { // Default to no auth const auth: AuthConfig = { type: 'none', requirements: {} };   // Check for auth-related keywords if (prompt.toLowerCase().includes('oauth')) { auth.type = 'oauth'; auth.requirements = { envVars: ['CLIENT_ID', 'CLIENT_SECRET'], setupSteps: [ 'Create OAuth application', 'Configure redirect URI', 'Store credentials in environment' ] }; } else Iif (prompt.toLowerCase().includes('api key')) { auth.type = 'apiKey'; auth.requirements = { envVars: ['API_KEY'], setupSteps: [ 'Generate API key', 'Store key in environment' ] }; }   return auth; }   private analyzeDataFlow(prompt: string): DataFlowConfig { const dataFlow: DataFlowConfig = { inputSources: [], outputTargets: [], transformations: [], patterns: [] };   // Extract data flow patterns from prompt Iif (prompt.toLowerCase().includes('stream')) { dataFlow.patterns.push({ type: 'stream', description: 'Continuous data processing' }); }   Iif (prompt.toLowerCase().includes('batch')) { dataFlow.patterns.push({ type: 'batch', description: 'Periodic batch processing' }); }   // Default to request-response if no specific pattern found Iif (dataFlow.patterns.length === 0) { dataFlow.patterns.push({ type: 'request-response', description: 'Synchronous request handling' }); }   return dataFlow; }   /** * Extracts potential package dependencies and version specifiers from a prompt string. * @param prompt The input string potentially containing dependency mentions. * @returns A DependencyMap object. */ public extractDependencies(prompt: string): DependencyMap { const requiredDependencies: DependencyMap['required'] = {}; // Add default MCP SDK dependency requiredDependencies["@modelcontextprotocol/sdk"] = { version: "latest", reason: "Default dependency for MCP Bridge Server projects." };   if (!prompt || prompt.trim() === "") { return { required: requiredDependencies, optional: {} }; }   // Use the simplified regex and extraction logic const potentialMatches = this.findMatchesWithIndices(prompt, PACKAGE_NAME_REGEX);   for (const match of potentialMatches) { const packageName = match.text; // Clean package name from group 1 const startIndex = match.startIndex; // Index of the clean package name const endIndex = match.endIndex; // Index after the clean package name   // Check if the match is likely a package name using the helper if (this.isLikelyPackage(packageName, prompt, startIndex)) { let detectedVersion = "latest"; let reason = `Identified from prompt: ${packageName}`; // Include package name   // Check for an immediate version specifier like package@version const substringAfterPackage = prompt.substring(endIndex); const versionMatch = this.findFirstMatch(substringAfterPackage, VERSION_SPECIFIER_REGEX);   // Ensure the version specifier starts immediately after the package name if (versionMatch && versionMatch.startIndex === 0) { detectedVersion = versionMatch.text.substring(1); // Remove leading '@' reason = `Identified from prompt: ${packageName}@${detectedVersion}`; // Include package name and version }   // Add or update the dependency (last mention wins) requiredDependencies[packageName] = { version: detectedVersion, reason: reason }; } }   const dependencyMap: DependencyMap = { required: requiredDependencies, optional: {} // Optional dependencies are not handled in this version };   return dependencyMap; }   /** Helper heuristic to determine if a matched string is likely a package name. */ private isLikelyPackage(packageName: string, context: string, index: number): boolean { // Basic length and character checks (npm package name rules) // Strip scope for length check if present const namePart = packageName.replace(/^@[a-zA-Z0-9_-]+\//, ''); Iif (namePart.length < 1 || namePart.length > 214) { return false; } // Regex for valid npm package names (scoped or unscoped) // Disallow trailing dots/hyphens, ensure at least one non-numeric/dot/hyphen char if unscoped if (!/^(?:@[a-zA-Z0-9_-]+\/)?(?:[a-zA-Z0-9_.-]*[a-zA-Z0-9_-])$/.test(packageName)) { return false; } // Cannot start with . or _ Iif (namePart.startsWith('.') || namePart.startsWith('_')) { return false; } // Cannot contain uppercase letters (though regex allows it, npm normalizes) if (/[A-Z]/.test(namePart)) { return false; } // Disallow purely numeric/dot/hyphen names unless scoped if (!packageName.includes('/') && /^[0-9.-]+$/.test(namePart)) { return false; }   // Filter common words if (COMMON_WORDS_FILTER.has(packageName.toLowerCase())) { return false; }   // Check context: Look for keywords like 'install', 'import', 'require', 'package' nearby const precedingText = context.substring(Math.max(0, index - 25), index).toLowerCase();   // Higher confidence if preceded by install/import keywords Iif (/(npm i|npm install|yarn add|pnpm add|import|require|dependency|package)\s+$/.test(precedingText)) { return true; }   // Check if it's a scoped package (strong indicator) if (packageName.includes('/')) { return true; // Scoped packages are very likely intended dependencies, even without preceding keywords }   // Check for negative following context more carefully const charAfter = context.charAt(index + packageName.length); // Get char immediately after package name Iif (/[a-zA-Z0-9]/.test(charAfter)) { // If followed immediately by alphanumeric, it's likely part of a larger word. return false; } // Consider '.' or '/' as negative context only if not preceded by strong keywords Iif (/[.\/]/.test(charAfter) && !/(npm i|npm install|yarn add|pnpm add|import|require|dependency|package)\s+$/.test(precedingText)) { return false; }   // Default to true if basic checks passed and no strong negative indicators found return true; }   // --- Helper functions for regex matching ---   /** Finds all matches of a regex in a string and returns their text and indices. */ private findMatchesWithIndices(text: string, regex: RegExp): Array<{ text: string, startIndex: number, endIndex: number }> { const matches: Array<{ text: string, startIndex: number, endIndex: number }> = []; let match; // Ensure the regex has the global flag 'g' for exec to work correctly in a loop const globalRegex = new RegExp(regex.source, regex.flags.includes('g') ? regex.flags : regex.flags + 'g');   while ((match = globalRegex.exec(text)) !== null) { // match[1] is the clean package name because of the capture group if (match[1]) { // Ensure capture group 1 exists const packageName = match[1]; // Calculate the start index of the package name (group 1) within the original text // Add 1 unless the match started at the beginning of the string (^) const startIndex = match.index + (match[0].startsWith(packageName) ? 0 : 1); matches.push({ text: packageName, startIndex: startIndex, endIndex: startIndex + packageName.length // End index relative to the clean package name }); } // Avoid infinite loops with zero-width matches Iif (match[0].length === 0) { globalRegex.lastIndex++; } } return matches; }   /** Finds the first match of a regex in a string and returns its text and start index. */ private findFirstMatch(text: string, regex: RegExp): { text: string, startIndex: number } | null { // Ensure the regex does NOT have the global flag 'g' if we only want the first match from the start // If the regex is designed to match anywhere, 'g' is fine, but we usually want the first occurrence. // The provided VERSION_SPECIFIER_REGEX uses ^, so it only matches at the start. const match = regex.exec(text); if (match) { return { text: match[0], startIndex: match.index }; } return null; }   private isValidToolName(name: string): boolean { return /^[a-z][a-zA-Z0-9]*$/.test(name); }   private isValidResourceName(name: string): boolean { return /^[a-z][a-zA-Z0-9]*$/.test(name); } }  </pre></td></tr></table></pre> <div class='push'></div> </div> <div class='footer quiet pad2 space-top1 center small'> Code coverage generated by <a href="https://istanbul.js.org/" target="_blank" rel="noopener noreferrer">istanbul</a> at 2025-04-15T18:25:47.333Z </div> <script src="prettify.js"></script> <script> window.onload = function () { prettyPrint(); }; </script> <script src="sorter.js"></script> <script src="block-navigation.js"></script> </body> </html>

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