Predictive Debugger

Predicts where JavaScript and TypeScript code will fail at runtime, for coding agents.

Connector by SpeedosDK · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 2

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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/speedosdk-predictive-debugger

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Predicts where JavaScript and TypeScript code will fail at runtime, for coding agents.

Reviews

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Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools: 7 read · 0 write · 0 deleteRead-only
Secrets: None asked for
Install scripts: None found
Runs as: Node.js package

Tools by what they do 7

Read from the source code; the running server may list different tools.

Read 7 · Look things up without changing anything.

analyze_file
analyze_logs
check_types
list_providers
map_dependencies
predict_failures
scan_project

Network hosts it talks to 2

github.com · found in code
predictivedebugger.dev · found in code

Files it touches

C:\\Users\\ladin\\.claude\\projects\\C--Users-ladin-AppData-Local-Temp-predictive-workflow-claude-source\\memory\\
/opt/homebrew/bin
Your home directory (~)
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus-ts\\src\\api\\order.controller.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus-ts\\src\\lib\\headers.mts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus-ts\\src\\lib\\money.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus-ts\\src\\lib\\paginate.mts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus-ts\\src\\models\\cart.model.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus-ts\\src\\models\\invoice.entity.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus-ts\\src\\models\\receipt.entity.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus-ts\\src\\repositories\\customer.repository.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus-ts\\src\\services\\cache.service.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus-ts\\src\\services\\report.service.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus-ts\\src\\services\\supplier.service.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus-ts\\src\\services\\sync.service.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\accuracy\\billing.fixed.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\accuracy\\billing.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\accuracy\\constructed-reading.fixed.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\accuracy\\constructed-reading.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\accuracy\\discount.fixed.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\accuracy\\discount.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\accuracy\\forwarded-coupon.fixed.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\accuracy\\forwarded-coupon.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\accuracy\\late-member.fixed.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\accuracy\\late-member.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\accuracy\\late-normalizer.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\accuracy\\wildcard-discount.fixed.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\accuracy\\wildcard-discount.ts
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\api\\adminController.js
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\lib\\dateWindow.js
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\lib\\paging.js
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\lib\\retry.js
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\models\\cartTotals.js
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\models\\payment.js
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\repositories\\orderRepository.js
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\services\\auditService.js
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\services\\inventoryService.js
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\services\\orderService.js
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\services\\pricingService.js
C:\\Users\\ladin\\AppData\\Local\\Temp\\predictive-type-corpus-LzzPgv\\corpus\\src\\workers\\reconciliationWorker.js

Tools (7)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

analyze_fileAnalyze one source fileread-only
Return static complexity metrics and a heuristic risk score (0-1) for a single JavaScript or TypeScript file. Deterministic and fast — no model call. Call this when reviewing a file to find out where the structural risk sits (nested loops, long functions, async boundaries, unguarded mutation) before reading the whole file yourself.
analyze_logsFind anomalous log linesread-only
Score a log file's lines by severity and how unusual their wording is, and return the anomalies, worst first. Deterministic — no model call, no API key. Call this when you have a log file and want the handful of lines worth reading rather than the whole file.
check_typesCheck selected files with TypeScriptread-only
Return TypeScript compiler diagnostics for selected JavaScript/TypeScript files. Uses the full local project's declarations and settings, but reports selected files only. No model, emit, plugins or project code execution. Without a config, uses inferred null checking with JS checking. Reports skipped files, incomplete context and limits; no diagnostics is not proof of runtime safety.
list_providersShow available CLI providersread-only
Report which supported CLIs (Claude Code, Codex, GitHub Copilot) are installed and signed in. Call this to diagnose why predict_failures is failing.
map_dependenciesMap a file's dependency neighborhoodread-only
Find a file's local imports, reverse imports and tests connected by imports. Each relationship includes a source path and line as evidence. Static file relationships, not runtime callers or test coverage. Scans JavaScript/TypeScript including tests, with bounded work and explicit unresolved imports and scan limits. Deterministic; no provider call.
predict_failuresPredict the most likely runtime failure in a fileread-only
Description is built at runtime.
scan_projectRank a project's files by riskread-only
Walk a directory and rank its JavaScript/TypeScript files by risk density — how concentrated the failure-prone code is, not how big the file is. Test files are left out by default; pass includeTests to rank them too. Deterministic and fast — no model call. Call this at the start of a code review to decide which files are worth your attention, instead of reading the tree in arbitrary order.

Signals

Stars: 2
Forks: 0
Open issues: 7
Last commit: Sep 27, 2026 (1 month ago)
Last release: Sep 26, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name: io.github.SpeedosDK/predictive-debugger
Version: 0.9.0
Auth: No auth
Packages: npm predictive-debugger
License: MIT
Repository: github.com/SpeedosDK/predictive-debugger
Website: predictivedebugger.dev
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry github-graphql

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Cite this page

Predictive Debugger MCP server. Agent Mart. https://agentmart.dev/connectors/speedosdk-predictive-debugger (last updated 2026-10-24)