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    MCP server for the hy-app component library, enabling AI editors to search components, retrieve APIs and examples, check platform support, access hooks and tools, and validate component usage.
    112 npm
    MIT
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    A production-ready MCP server that provides comprehensive dbt project quality assessment for any GitHub repository, enabling AI agents to analyze dbt models, check metadata coverage, and map data lineage.
    8
    MIT
  • A
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    B
    maintenance
    Enables an AI agent to reverse-engineer a compiled program with Ghidra — inspecting decompiled code, instructions, callers, memory bytes, and strings — without any source code. Every reply is labelled as fact, computed, or guess, and each claim traces back to hash-checked saved evidence.
    33 PyPI
    Apache 2.0
  • A
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    C
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    Enables teams to structure metric definitions, compare semantic differences, detect JOIN fanout and drift, reconcile mismatched numbers layer by layer, and persist metric contracts as YAML.
    MIT
  • A
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    Enables powerful code search across millions of public GitHub repositories using grep.app API, with capabilities to discover code examples, retrieve specific files, and batch fetch multiple files for learning from open source projects.
    80
    ISC
  • A
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    maintenance
    Enables MCP-compatible AI assistants to inspect local application internals by analyzing JavaScript/Electron/ASAR and .NET artifacts, tracing dependencies, interfaces, and data flows, and preserving traceable evidence.
    14
    MIT
  • F
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    maintenance
    This MCP server bundles a filtered copy of the Mern-Chat-App repository and exposes tools to list, read, and search files, as well as retrieve architecture overviews and file summaries.
    -
  • A
    license
    A
    quality
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    maintenance
    Deterministic code-churn measurement and AI-agent detection from the CodeDelta engine: measure churn between two directories or git refs, scan for code that runs AI agents, and get AI-authorship pointers. Runs fully locally.
    3
    MIT
  • A
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    A
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    maintenance
    Provides AI coding assistants with persistent memory, AST-based project indexing, and tools for live context management and hallucination detection. It enables saving lessons to local files, trimming conversation history, and verifying code symbols to prevent errors.
    14
    1
    MIT
  • A
    license
    A
    quality
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    maintenance
    Provides AI agents with a hardened code security scanner via scan_code and scan_path, detecting leaked secrets and insecure patterns while enforcing strict path confinement and resource bounds.
    2
    MIT
  • A
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    Enables agents to reverse-engineer software across native binaries, managed code, Electron apps, websites, and live runtime behavior, returning findings linked to the evidence and limitations behind each conclusion. It also maintains a durable workspace where those behaviors can be inspected, questioned, compared against real execution, and exported as runnable handoffs.
    362,686 npm
    MIT
  • A
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    Enables AI coding tools to load design guidelines, tokens, components, templates, and migration mappings before writing UI, then validates generated snippets locally and returns fixes so the tools can correct themselves before the code is shown.
    1
    MIT
  • A
    license
    A
    quality
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    maintenance
    An MCP server that reverse-engineers a rebuild spec (CLAUDE.md, config, and mutation-tested tests) from an existing app, enabling coding agents to rebuild the app cleanly against that spec.
    6
    100 npm
    3
    MIT
  • A
    license
    A
    quality
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    maintenance
    Provides AI assistants with complete visibility into AL dependencies and symbols by exposing compiled .app files through the Model Context Protocol, enabling smart object discovery, deep code analysis, and reference tracking for Business Central development.
    6
    525 npm
    80
    MIT
  • A
    license
    A
    quality
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    maintenance
    Lets AI coding agents ask a Rails app about itself: 35 read-only tools answer from the schema, models, routes, controllers, views, jobs and conventions, over MCP or the command line, even when the app cannot boot.
    6
    35
    186
    MIT
  • A
    license
    A
    quality
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    maintenance
    Provides AI assistants with direct access to Laravel documentation, coding rules, and implementation templates stored locally. It enables searching documentation, retrieving design system guides, and accessing domain-specific code examples to streamline Laravel development.
    8
    MIT
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    Provides LLMs with live introspective access to a running Emacs instance to evaluate Elisp and inspect the internal environment. It enables tools for reading documentation, browsing Info manuals, querying completions, and accessing source code for functions and variables.
    18
    ISC
  • A
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    quality
    A
    maintenance
    Enables LLM agents to interact with the Lean theorem prover through the Language Server Protocol, providing tools for analyzing Lean projects, accessing diagnostics, goal states, documentation, and searching for theorems using both local and external search services.
    22
    14,779 PyPI
    549
    MIT
  • A
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    B
    maintenance
    Enables asking a consuming app in plain language to audit its design system usage, returning tables that sort every value and component by origin—design system, app-named, or none—along with token and contrast checks.
    6,341 npm
    1
    MIT
  • A
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    quality
    C
    maintenance
    A local, zero-dependency MCP server that cuts coding-agent round-trips by aggregating search, read, edit, exec, git, and savings tools into single, validated calls, with cost tracking and no data leaving the machine.
    2
    MIT
  • A
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    C
    maintenance
    Provides structured, token-efficient code context for AI assistants by indexing codebases with AST-level analysis, supporting 17+ languages, enabling semantic search, call-site tracking, and PR attribution.
    58 PyPI
    42
    MIT
  • A
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    Enables tracking and querying the provenance of AI-generated code, showing which sources influenced each line of code.
    MIT
  • A
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    Enables offline Android package analysis by loading APK, DEX, JAR, class, and XAPK files to inspect app metadata, manifests, classes, methods, resources, strings, and cross-references, and to export decompiled Java sources through CRUDE MCP-AQL tools.
    AGPL 3.0
  • A
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    MCP server for comprehensive PyPI package intelligence, providing tools for dependency analysis, security scanning, health scoring, license compliance, and trend tracking.
    MIT
  • A
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    Enables AI coding agents to interact with Gel databases by executing queries, testing changes in transactions, and accessing code examples and rules for advanced workflows.
    4
    Apache 2.0
  • A
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    Enables Claude to audit AI/ML projects for production readiness through deterministic static analysis, check ML system descriptions, compare model configurations, and generate readiness reports or deployment checklists. It returns scored, evidence-based findings with explicit unknowns while never executing submitted code or accessing the network.
    Apache 2.0
  • A
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    A Model Context Protocol server for local repository indexing and code understanding, enabling semantic search, AST analysis, dependency tracking, and symbol resolution.
    1,656 npm
    ISC
  • A
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    Enables MCP-compatible clients to inspect Next.js codebases, analyze App Router and Pages Router structure, discover API routes, and audit build performance through controlled tools.
    7 npm
    MIT