An MCP server for remote Windows Crash Dump analysis via CDB, enabling AI agents to debug Windows dumps cross-platform.

Agentic RAG system for analyzing IL2CPP dump.cs files from Unity games

Agentic RAG system for analyzing IL2CPP dump.cs files from Unity games

🤖 An AI-native CLI Tool and MCP server for .NET memory dump investigations. Leverage LLMs (Claude/Gemini) to analyze heaps, threads, and exceptions using natural language. Built with ClrMD, token-efficient paging, and Docker support for cross-architecture (.NET/AMD64/ARM64) post-mortem analysis.

AI-native design system workbench: Handlebars components with checked data, live docs, and a static site generator built in.

MCP server for opening Java heap dumps and running Eclipse Memory Analyzer (MAT) queries with structured, LLM-friendly results.

Find what a stuck or leaking Go program is waiting on from a goroutine dump. MCP server and CLI that only reads the dump text.

A Java thread dump analyzer for VS Code. Supports MCP.

A standalone application for analyzing Java thread dumps. Supports MCP.

Model Context Protocol server for GDB — core dump analysis, remote debugging, and program debugging on Linux. Built with Rust.

Triage memory-dump artifacts: strings, IOCs, suspicious processes from a dump export

Find out what your app did, from its logs to its threads, and ask AI about it (GitHub Copilot or Claude Code, MCP): multi-GB logs, live tail, filters, request tracing, exceptions, thread dumps, GC logs, heap and crash dumps, JVM profiling, SSH. Windows, macOS, Linux.

A Model Context Protocol server providing tools to analyze Windows crash dumps using WinDbg/CDB

Ruby MCP server for Rails routes. Paginated, filtered, file:line for RubyMine. Not a rails routes dump.

Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps

Audit Set-Cookie flags (Secure/HttpOnly/SameSite) from a response dump

Three-tool MCP server for GitHub issue triage. Shaped payloads, retries, dry-run writes, eval vs raw REST dump.

Grade HTTP security headers (CSP/HSTS/XFO) A-F from a response dump

Model Context Protocol server for LLDB — core dump analysis, remote debugging, and program debugging on MacOS. Built with Rust.

MCP server that lets AI assistants control an Android phone via ADB (screenshots, taps, UI dump, apps) with safety guardrails

MCP server for MAX messenger (max.ru) — user session, 8 tools: read chats, dump channels, send messages

MCP server for JVM diagnostics — analyze thread dumps, detect deadlocks, parse GC logs, and get JVM tuning recommendations

Audit UEFI firmware dumps for missing Secure Boot keys, unsigned modules, S3 boot-script vulns, and known SMM threats.

Scan firmware blobs and filesystem dumps for hardcoded private keys, API tokens, default creds, and weak RSA/ECC material.

Let AI agents read simulation waveforms: exact answers from VCD/FST dumps over MCP. Free, open source, zero dependencies.

MCP server that gives AI agents the OSDev wiki offline: full-text search, pages by section, links - indexed locally from the public wiki dump.

Local-first MCP server that lets AI agents debug Android apps: UI, logcat, JDI/LLDB/Flutter, Perfetto, heap dumps and evidence.

ABAP development from Claude and other MCP hosts: read and write source, transports, unit tests, ATC, dumps, debugger. Multi-system, with server-side guard rails.

A powerful MCP server for .NET reverse engineering, game hacking, and Il2Cpp dump analysis. Features 31 tools for deep assembly inspection, cross-referencing, network patching, and more.

MCP server that reads and explains ACPI tables for OS developers - from a live QEMU VM via its gdbstub or from table dumps. MADT, FADT, MCFG, HPET, DSDT devices.

One-entry orchestrator for coding agents: jailed vault, FTS knowledge graph, Obsidian-native architecture and code notes, 18-axis review. Curated packs — not a 90k-skill dump

ABAP development from Claude and other MCP hosts: read and write source, transports, unit tests, ATC, dumps, debugger. Multi-system, with server-side guard rails.

Generates ready-to-run Frida instrumentation scripts from a YAML intent (e.g. 'bypass SSL pinning', 'dump crypto keys') and verifies they attach to a target process.

OpenTalk2HTML-NotMD — AI talks to you through beautiful pages, not markdown dumps. MCP server for AI-to-user HTML communication.

Point MediaButler at a folder of messy torrent dumps and get a Plex-ready TV and movie library back: names cleaned, matched by FileBot, duplicates resolved, with a dry run before anything moves.

Run jq filters across NoSQL databases and their dump files to query, copy, diff and restore data, from one static binary. A filter that names keys reads only those keys.

Why is this Go program stuck? MCP server and CLI that reads a goroutine dump and finds leaks, lock pile-ups and full database pools. Never connects to your service.

Framework-agnostic Java observability sidecar agent: chat with a live JVM via MCP/web UI (metrics, slow calls, errors, logs, thread dumps, method traces). Self-hosted, attachable (Arthas-style). Apache-2.0.

Drive x64dbg with your AI. MCP server: 23 mega-tools / 153 endpoints for breakpoints, memory, disasm, tracing, anti-debug & PE dumping. Claude/Cursor/Windsurf/Cline. All local.

MCP server exposing WinDbg/DbgEng (live user-mode, kernel, crash dumps, Time Travel Debugging) to AI agents over stdio or over HTTP with --listen

An MCP server that turns an LLM into a Java debugger via JDI — pre-declare the values you want before a breakpoint fires and get back a compact ▎ structured snapshot, no heap dumps.

Local-first MCP server to query and maintain a Markdown vault from Claude, Cursor, Gemini, Codex & other AI clients - no cloud, no context dump. Guided setup + standalone binaries.

Rango — Chameleon Ultra AI Copilot: MCP server + agent skills + offline dump analyzer on top of the official Chameleon Ultra CLI (Kimi Code plugin; adapters for Claude Code, Codex, OpenCode)

Save up to 80% tokens when AI reads code — MCP server for token-efficient code navigation, AST-aware structural reading instead of dumping full files into context window

An AI-native MCP server that replaces raw SaaS CRUD calls with token-optimized semantic queries — pre-filtered, compressed insights for Todoist, Linear, Spotify, and Strava instead of raw data dumps.

Instead of dumping 1000+ tools into a model’s prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure, clarity, and relevance. It fixes tool confusion, prevents infinite loops, and enables modular, intelligent agent workflows.

MCP server that gives AI agents semantic search tool. Builds AST, call graphs, type graphs, and hybrid semantic search — so your agent queries structured indexes instead of dumping files into context. 7 languages. Zero config. One command setup.

On-demand .NET runtime diagnostics for live CoreCLR apps — no code changes. Ships an MCP server (let an LLM drive the investigation), a standalone CLI, and a BenchmarkDotNet diagnoser, all on one engine: counters, CPU/off-CPU/alloc sampling, heap & thread snapshots, GC/contention/threadpool events, dumps.

CONTINUUM: Verifiable semantic recovery for long-running AI agents. Semantic checkpoints (not conversation dumps), an idempotent action ledger that refuses duplicate side effects, and a hash-chained tamper-evident event log, all exposed as a deny-by-default MCP server. Framework-agnostic, Python 3.11+

Prompt-injection defenses for Claude Code. A PreToolUse Bash hook blocks compositional credential-exfiltration shapes (secret read plus network, env dump to network, remote script to shell, reverse shells). A sanitizing MCP server wraps untrusted URLs and files in sentinels, strips invisible unicode, flags jailbreaks.

See what your coding agents left on disk (Codex, Claude Code, OpenCode, Gemini CLI, Cline): worktrees, sessions, crash dumps, half-written git packs, bloated SQLite. SAFE/REVIEW/KEEP per item with the reason; dry run first; a guard hook stops the agent before the disk is full.

x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step through code, read memory, dump registers, and more. Built with Zig — zero dependencies, single-binary output, cros

scrcpy-mcp gives AI agents real vision and control over Android devices. It exposes screenshots, taps, swipes, text input, key events, UI inspection, and arbitrary ADB shell commands as MCP tools, so an agent can drive a phone or tablet the way a person would. When a scrcpy session is active, input and screen capture run 10–50× faster than plain ADB, making real-time automation, on-device testing, and UI agent workflows practical. Highlights - Fast screenshots and live screen capture - Tap, swipe, drag, long-press, scroll, and text input - UI hierarchy dump and element search by text, resource-id, or class - Arbitrary ADB shell command execution - Optional scrcpy session for low-latency control Works with any ADB-reachable Android device (USB or Wi-Fi). Configure ADB_PATH, ANDROID_SERIAL, and scrcpy paths as needed.

SAP ABAP MCP is a local-first Model Context Protocol server that enables AI coding agents to develop, test, analyze, and operate SAP ABAP systems through the official ABAP Development Tools HTTP services. It supports repository search and source editing, structured DDIC workflows, enhancement inspection, paged package navigation, source-backed object creation, semantic services, activation, ABAP Unit and ATC, transports, abapGit, RAP generation, debugging, bounded class and executable-program profiling, runtime dumps, traces and feeds, cross-system comparison, dependency analysis, guarded refactoring, and an opt-in same-origin Screen/GUI Status bridge. Curated compact, development, and assurance presets reduce tool-schema token use without removing capabilities from the default surface. The default local stdio mode can be extended with governed self-hosted Streamable HTTP, API-key roles, OIDC/JWT authentication, request-scoped SAP bearer forwarding, per-session isolation, rate limits, structured audit logs, or a side-effect-free embeddable Node.js API. It also includes browser OAuth Authorization Code with PKCE, a read-only transport assurance CLI and GitHub Action, BTP service-key profile import, and live-SAP evidence tooling. SAP profiles and credentials remain on the user's computer, with passwords and OAuth credentials protected by macOS Keychain or Windows DPAPI. SAP-dependent capabilities are validated against the user's own SAP release, configuration, and authorizations.

Model Context Protocol for WindDbg, implementation by rust

Captures the heap, threads and core of a Kubernetes container before it dies

Dropbox and pastebin for AI agents. Open and free. Useful for caching contexts and bridging multi-agent workflows

Model Context Protocol for WinDbg.

通用逆向分析 KernelSU 模块：手机侧只做原子能力，智能全在 PC 侧（Claude Code + MCP）。仅限授权安全研究与教育用途。

Lets AI coding agents drive the Visual Studio 2022/2026 debugger for native C/C++: CLI, MCP server and OpenCode tool.