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The proxy dispatches local MCP metadata requests directly while forwarding IDA-specific operations to the plugin's internal HTTP handler, enabling 30+ MCP clients (Claude Desktop, VS Code, Cursor, Windsurf) to communicate with IDA without blocking the UI thread.","intents":["Connect Claude or other LLM clients to IDA Pro for AI-assisted reverse engineering","Enable headless binary analysis automation without IDA GUI","Support multiple concurrent MCP clients against a single IDA instance","Avoid UI freezing when LLMs query IDA's analysis engine"],"best_for":["Security researchers integrating AI assistants into IDA workflows","Teams automating binary analysis pipelines with LLM agents","Developers building custom reverse engineering tools on top of IDA"],"limitations":["Dual-process model adds network round-trip latency (~50-200ms per request) compared to direct IDA plugin calls","Thread synchronization via @idasync decorator chain required for all IDA API calls, limiting concurrent request parallelism","HTTP handler in IDA plugin is single-threaded, serializing all incoming requests from proxy","Headless mode (idalib) requires IDA license and cannot use GUI-dependent features"],"requires":["IDA Pro 7.0+ with Python 3.8+ support","Python 3.8+","zeromcp library for MCP transport","MCP client installation (Claude Desktop, VS Code extension, etc.)"],"input_types":["MCP tool calls (JSON-RPC 2.0)","Binary file paths","Memory addresses (hex integers)","Python code strings (for eval operations)"],"output_types":["Decompiled pseudocode (text)","Disassembly (text with address annotations)","Cross-reference data (structured JSON)","Function metadata (JSON objects)","Memory dumps (hex strings)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mrexodia--ida-pro-mcp__cap_1","uri":"capability://tool.use.integration.thread.safe.ida.api.invocation.via.idasync.decorator.chain","name":"thread-safe ida api invocation via @idasync decorator chain","description":"Enforces strict thread synchronization for all IDA API calls through a decorator pattern (@idasync) that queues requests and executes them on IDA's main thread, preventing race conditions and crashes from concurrent access to IDA's single-threaded database. The decorator system chains through the RPC layer, ensuring that all operations from the MCP proxy are serialized before reaching IDA's kernel.","intents":["Safely invoke IDA API functions from the MCP proxy's separate process","Prevent crashes from concurrent access to IDA's internal database","Maintain consistency when multiple LLM requests modify IDA state simultaneously","Enable hot-reload of the IDA plugin without restarting IDA"],"best_for":["Developers extending ida-pro-mcp with new IDA API bindings","Teams running multiple concurrent LLM agents against a single IDA instance","Security researchers requiring stable, crash-free IDA automation"],"limitations":["Serialization of all IDA operations through main thread creates a bottleneck; concurrent requests are queued and executed sequentially","Decorator overhead adds ~5-10ms per operation for queue management and thread context switching","Developers must manually apply @idasync to all new IDA API wrappers; missing decorator causes undefined behavior","No built-in timeout mechanism; long-running IDA operations block all subsequent requests"],"requires":["IDA Pro 7.0+ with Python plugin support","Understanding of IDA's single-threaded architecture","Python 3.8+ for decorator syntax"],"input_types":["IDA API function references","Function arguments (addresses, strings, integers)","Decorator metadata (safety flags)"],"output_types":["IDA API return values (varies by operation)","Status codes (success/failure)","Exception objects (on error)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mrexodia--ida-pro-mcp__cap_10","uri":"capability://memory.knowledge.resource.based.mcp.interface.for.binary.metadata.exposure","name":"resource-based mcp interface for binary metadata exposure","description":"Exposes binary metadata (functions, strings, imports, types) as MCP resources that can be queried and subscribed to, rather than only through tool calls. Resources provide a read-only view of the binary's structure that LLMs can reference without invoking tools, enabling more efficient context management and reducing round-trips for metadata queries.","intents":["Reference binary metadata in LLM prompts without making explicit tool calls","Subscribe to updates when binary metadata changes (e.g., new functions discovered)","Efficiently include large metadata lists in LLM context without tool overhead","Enable LLMs to reason about binary structure without explicit queries"],"best_for":["LLM clients that support MCP resources (Claude, some VS Code extensions)","Workflows where metadata is referenced frequently in prompts","Teams wanting to reduce tool call overhead for metadata access"],"limitations":["Not all MCP clients support resources; tool-based access is more universally compatible","Resources are read-only; modifications still require tool calls","Resource updates may be stale if binary analysis changes between queries","Large binaries produce very large resources (>10MB); may exceed client limits","No filtering or pagination; clients must handle large resource payloads"],"requires":["MCP client with resource support (Claude Desktop, compatible VS Code extensions)","Binary loaded and analyzed in IDA"],"input_types":["Resource URI (e.g., 'ida://functions', 'ida://strings')"],"output_types":["JSON resource content (function list, string list, etc.)","Resource metadata (MIME type, size, last updated)"],"categories":["memory-knowledge","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mrexodia--ida-pro-mcp__cap_11","uri":"capability://tool.use.integration.type.safe.rpc.layer.with.schema.validation","name":"type-safe rpc layer with schema validation","description":"Implements a type-safe RPC layer that validates all requests and responses against JSON schemas before forwarding to IDA, ensuring that LLM-generated tool calls conform to expected signatures and preventing crashes from malformed requests. The system uses Python type hints and Pydantic models to define tool schemas, which are exposed to MCP clients for validation and auto-completion.","intents":["Validate LLM-generated tool calls before executing them in IDA","Provide schema information to MCP clients for auto-completion and validation","Catch type errors early before they reach IDA's API","Enable LLMs to understand expected parameter types and formats"],"best_for":["Teams running untrusted LLM-generated code and needing safety guardrails","Developers building robust MCP servers with strong type safety","Workflows where schema validation prevents crashes or data corruption"],"limitations":["Schema validation adds overhead (~5-10ms per request) for serialization and validation","Schemas must be manually maintained; changes to IDA API require schema updates","Complex types (nested objects, unions) may be difficult to express in JSON schema","Validation errors provide limited debugging information; LLMs may struggle to fix schema violations","No runtime type checking in IDA; schemas only validate at the RPC boundary"],"requires":["Python 3.8+ with Pydantic library","JSON schema definitions for all exposed tools"],"input_types":["MCP tool call (JSON-RPC 2.0 with parameters)","Tool schema (JSON schema definition)"],"output_types":["Validation result (success or error with details)","Tool schema (JSON schema for MCP clients)"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mrexodia--ida-pro-mcp__cap_12","uri":"capability://safety.moderation.capability.based.access.control.with.unsafe.decorator.gating","name":"capability-based access control with @unsafe decorator gating","description":"Implements fine-grained access control through decorator-based capability flags (@unsafe) that gate privileged operations (debugging, code execution, memory modification) and require explicit opt-in from MCP clients. The system tracks which capabilities are enabled per client and enforces them at the RPC boundary, preventing accidental privilege escalation.","intents":["Prevent untrusted LLM clients from accessing dangerous operations (code execution, memory writes)","Enable trusted clients to opt-in to privileged capabilities when needed","Audit which clients are using privileged operations","Provide defense-in-depth against compromised LLM clients"],"best_for":["Teams running LLMs from untrusted sources and needing security boundaries","Organizations with compliance requirements for privileged operation logging","Developers building multi-tenant MCP servers"],"limitations":["Capability flags are per-client; no per-operation rate limiting or quotas","No audit logging of privileged operations; requires external monitoring","Capabilities are binary (enabled/disabled); no granular permission levels","Clients can request capabilities but cannot be denied; no policy enforcement","@unsafe flag is advisory; determined developers can bypass it by modifying client code"],"requires":["MCP client configuration with capability flags","Explicit opt-in from client to enable @unsafe operations"],"input_types":["Capability flag (string, e.g., 'unsafe')","Tool call with @unsafe decorator"],"output_types":["Access granted/denied (boolean)","Error message (if denied)"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mrexodia--ida-pro-mcp__cap_2","uri":"capability://code.generation.editing.decompilation.and.disassembly.retrieval.with.cross.reference.analysis","name":"decompilation and disassembly retrieval with cross-reference analysis","description":"Retrieves decompiled pseudocode, disassembly listings, and control flow graphs from IDA's analysis engine via MCP tools, supporting function-level and address-range queries. 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The system queries IDA's internal database (IDB) to enumerate all discovered functions, strings, and imports, returning them as JSON objects that LLMs can analyze for vulnerability patterns or functionality mapping.","intents":["List all functions in a binary to understand its structure","Find hardcoded strings that may indicate functionality or vulnerabilities","Identify imported libraries and functions to understand dependencies","Retrieve type signatures for function parameters and return values"],"best_for":["Malware analysts building function inventories for classification","Vulnerability researchers identifying dangerous imports or string patterns","Reverse engineers documenting binary APIs and interfaces"],"limitations":["Function listing only includes functions IDA has identified; stripped or obfuscated binaries may have undetected functions","String extraction is limited to statically-referenced strings; dynamically-constructed strings are not detected","Type information is incomplete for binaries without debug symbols; inferred types may be inaccurate","Import resolution depends on IDA's loader; some indirect imports may be missed","Large binaries (>100K functions) may produce very large JSON responses (>10MB)"],"requires":["IDA Pro 7.0+","Binary file loaded and analyzed in IDA","Sufficient IDA analysis time for function discovery"],"input_types":["Binary file path (implicit from loaded IDB)","Optional filters (function name pattern, address range)"],"output_types":["Function list (JSON array of {name, address, size, type})","String list (JSON array of {address, value, type})","Import list (JSON array of {name, address, library})","Type definitions (JSON objects with struct/function signatures)"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mrexodia--ida-pro-mcp__cap_4","uri":"capability://code.generation.editing.interactive.binary.modification.comments.patches.renaming.type.declarations","name":"interactive binary modification (comments, patches, renaming, type declarations)","description":"Allows LLMs to modify the binary analysis in IDA by adding comments, applying patches, renaming functions/variables, and declaring types. Modifications are persisted to the IDB file, enabling iterative analysis where LLMs can annotate their findings and the next analysis pass uses the updated metadata. The system enforces write safety through optional @unsafe decorators for sensitive operations.","intents":["Add comments to functions explaining their purpose based on LLM analysis","Rename functions from generic names (sub_401000) to meaningful names","Apply patches to fix bugs or disable functionality in the binary","Declare function signatures and struct types to improve decompilation"],"best_for":["Reverse engineers documenting binaries with AI-assisted annotation","Security researchers patching vulnerabilities in compiled code","Teams collaborating on binary analysis with persistent IDB changes"],"limitations":["Modifications are written to the IDB file; no undo mechanism if LLM makes incorrect changes","Patches modify the binary in-memory only; changes are not written to disk unless explicitly saved","Type declarations may conflict with IDA's inferred types, causing analysis inconsistencies","Renaming can break cross-references if not done carefully; no automatic xref updating","No conflict resolution for concurrent modifications from multiple LLM clients"],"requires":["IDA Pro 7.0+ with write access to IDB file","Binary loaded in IDA with analysis complete","Optional: @unsafe decorator flag for patch operations"],"input_types":["Function address (hex integer)","Comment text (string)","New name (string)","Type signature (C-like string)","Patch bytes (hex string)"],"output_types":["Status code (success/failure)","Updated metadata (JSON with new values)","Conflict warnings (if applicable)"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mrexodia--ida-pro-mcp__cap_5","uri":"capability://automation.workflow.debugging.operations.breakpoints.register.inspection.memory.manipulation","name":"debugging operations (breakpoints, register inspection, memory manipulation)","description":"Provides LLM-controlled debugging capabilities including setting/removing breakpoints, reading/writing registers, and inspecting/modifying memory at runtime. These operations require the @unsafe decorator flag and are only available when IDA's debugger is active, allowing LLMs to interact with running processes to validate analysis or extract runtime state.","intents":["Set breakpoints at functions of interest to pause execution","Read register values to understand function arguments and return values","Inspect memory at specific addresses to verify data structures","Modify memory or registers to test hypotheses about program behavior"],"best_for":["Malware analysts validating behavior hypotheses with dynamic analysis","Reverse engineers extracting runtime state for documentation","Security researchers testing exploit payloads or patches"],"limitations":["Requires @unsafe decorator flag; LLM clients must explicitly enable unsafe operations","Only works when IDA's debugger is active and attached to a process","Breakpoint operations may interfere with normal program execution; no automatic cleanup","Memory modifications are process-specific; changes are lost when process terminates","Register/memory operations are architecture-specific; no abstraction layer for cross-platform compatibility","No built-in validation; LLMs can write invalid data to memory, causing crashes"],"requires":["IDA Pro 7.0+ with debugger support","Debugger attached to a running process","@unsafe decorator flag enabled","Appropriate permissions to debug the target process"],"input_types":["Function address (hex integer) for breakpoints","Register name (string, e.g., 'rax', 'eax')","Memory address (hex integer)","Data to write (hex string or integer)"],"output_types":["Breakpoint ID (integer)","Register value (hex string or integer)","Memory dump (hex string)","Status code (success/failure)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mrexodia--ida-pro-mcp__cap_6","uri":"capability://code.generation.editing.arbitrary.python.code.execution.in.ida.context","name":"arbitrary python code execution in ida context","description":"Allows LLMs to execute arbitrary Python code within IDA's Python environment via the @unsafe decorator, enabling access to IDA's full Python API and custom analysis scripts. Code is executed on IDA's main thread (via @idasync), with access to the IDA module and all loaded plugins, enabling advanced analysis that cannot be expressed through pre-defined MCP tools.","intents":["Execute custom analysis scripts that combine multiple IDA API calls","Implement domain-specific analysis logic (e.g., pattern matching, data flow analysis)","Access IDA plugins or extensions not exposed through standard MCP tools","Prototype new reverse engineering techniques without modifying ida-pro-mcp source"],"best_for":["Advanced reverse engineers building custom analysis workflows","Security researchers implementing novel binary analysis techniques","Teams with domain-specific analysis requirements (e.g., firmware analysis, protocol reverse engineering)"],"limitations":["Requires @unsafe decorator flag; LLM clients must explicitly enable code execution","No sandboxing; arbitrary Python code can access the filesystem, network, and system resources","Code execution is synchronous and blocks all other IDA operations until complete","No built-in error handling; exceptions in LLM-generated code can crash IDA or leave it in an inconsistent state","LLM-generated code may be inefficient or incorrect; no validation or optimization","Access to IDA's internal APIs is undocumented and may break between IDA versions"],"requires":["IDA Pro 7.0+ with Python 3.8+ support","@unsafe decorator flag enabled","Knowledge of IDA's Python API (ida_*modules)"],"input_types":["Python code string (arbitrary Python code)","Optional: arguments passed to the code (JSON-serializable objects)"],"output_types":["Code execution result (return value of the code, JSON-serializable)","stdout/stderr output (string)","Exception traceback (if code raises an exception)"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mrexodia--ida-pro-mcp__cap_7","uri":"capability://automation.workflow.headless.binary.analysis.automation.via.idalib.server","name":"headless binary analysis automation via idalib server","description":"Provides a headless analysis mode using IDA's idalib library (Python bindings to IDA's core engine) that runs without the GUI, enabling batch processing and automation of binary analysis tasks. The idalib_server.py component exposes the same MCP API as the interactive mode, allowing LLMs to analyze binaries in a non-interactive environment without requiring IDA Pro's GUI license.","intents":["Analyze multiple binaries in batch without IDA GUI overhead","Integrate binary analysis into CI/CD pipelines or automated workflows","Run analysis on headless servers or cloud environments","Reduce resource consumption by avoiding GUI rendering"],"best_for":["Security teams running automated vulnerability scanning on binary artifacts","DevOps engineers integrating binary analysis into build pipelines","Researchers analyzing large datasets of binaries"],"limitations":["idalib requires IDA Pro license; free IDA version does not include idalib","No GUI means no interactive debugging or manual analysis; limited to automated workflows","Analysis quality depends on IDA's automatic analysis; no manual guidance or hints","Large binaries may consume significant memory in headless mode; no memory limits or timeouts","idalib API is less documented than interactive IDA; some features may be unavailable","No hot-reload capability; server must be restarted to pick up code changes"],"requires":["IDA Pro 7.0+ with idalib support","IDA Pro license (not free version)","Python 3.8+","Binary file accessible to the server process"],"input_types":["Binary file path (string)","Analysis options (JSON object with timeout, architecture, etc.)"],"output_types":["Analysis results (same as interactive mode: functions, strings, xrefs, decompilation)","Status/progress updates (JSON)","Error messages (string)"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mrexodia--ida-pro-mcp__cap_8","uri":"capability://automation.workflow.multi.client.mcp.installation.and.configuration.management","name":"multi-client mcp installation and configuration management","description":"Provides automated installation and configuration of ida-pro-mcp across 30+ MCP clients (Claude Desktop, VS Code, Cursor, Windsurf, etc.) through a single --install command that generates appropriate JSON configuration files for each client. The system detects installed clients and writes configuration to their standard config directories, enabling LLMs in any supported client to connect to IDA without manual setup.","intents":["Install ida-pro-mcp support in Claude Desktop with a single command","Configure VS Code or Cursor to use IDA Pro as an MCP server","Enable multiple different LLM clients to access the same IDA instance","Simplify onboarding for teams adopting AI-assisted reverse engineering"],"best_for":["Teams deploying ida-pro-mcp across multiple developer machines","Individual researchers wanting to use IDA with multiple LLM clients","Organizations standardizing on AI-assisted reverse engineering workflows"],"limitations":["Installation assumes standard client config directories; custom installations may not be detected","Configuration is static; changes to IDA port or credentials require re-running --install","No validation that clients are actually installed; --install may succeed even if client is not present","Client-specific configuration formats are hardcoded; new clients require code changes","No uninstall mechanism; manual cleanup required to remove ida-pro-mcp from clients"],"requires":["Python 3.8+","ida-pro-mcp installed and in PATH","At least one supported MCP client installed (Claude Desktop, VS Code, etc.)","Write access to client config directories"],"input_types":["Command-line flag: --install","Optional: --port (custom port for MCP server)"],"output_types":["Installation status messages (stdout)","Configuration files written to client directories (JSON)","Success/failure summary"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mrexodia--ida-pro-mcp__cap_9","uri":"capability://automation.workflow.interactive.mode.with.ida.gui.plugin.hot.reload","name":"interactive mode with ida gui plugin hot-reload","description":"Runs ida-pro-mcp as an IDA Pro plugin (ida_mcp.py) that loads into the IDA GUI process, enabling interactive reverse engineering where users can manually inspect code in IDA while LLMs provide analysis and suggestions. 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