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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables evidence-grounded implementation research by searching GitHub, scoring candidate repositories, extracting source evidence, and generating planning artifacts like research and implementation checklists.
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Technology-aware MCP server for Magento 2 and Adobe Commerce with intelligent indexing and search, enabling AI assistants to search, navigate, and understand codebases via semantic search and domain-specific pattern detection.
    47
    64 npm
    20
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Code graph context engine that parses codebases with tree-sitter (170+ languages), builds structural dependency graphs, and provides 24 MCP tools for code intelligence. One prepare_context call gives your AI agent the right files for any task. Includes focus, blast radius, hotspots, dead code detection, and hybrid search.
    24
    22 PyPI
    1
    AGPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to dynamically generate technology-specific prompts and modular templates for PRD, codebase analysis, and bug analysis through programmable tools, supporting 31 technology stacks and multiple analysis dimensions.
    6
    43 npm
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to conduct evidence-driven product research through MCP by importing documents, extracting JavaScript code clues, recording cited facts and inferences, tracking validation, managing research lifecycles, and exporting Markdown or JSON reports. It provides 25 MCP tools for turning source materials into traceable research findings and verification plans.
    25
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    A stdio MCP server that queries Commonware blockchain research via NotebookLM, enabling users to ask research questions, get code-backed implementation suggestions, search reference repositories, and validate documents against source code.
    15
    1
    -
  • F
    license
    B
    quality
    Not graded
    maintenance
    Provides comprehensive codebase analysis and semantic understanding through integrated knowledge graphs, enabling AI assistants to understand project structure, patterns, dependencies, and context through multiple analysis tools and format generators.
    9
    -
  • A
    license
    B
    quality
    D
    maintenance
    Integrates GitHub Copilot with MCP-compatible tools to provide AI-powered code assistance, including chat, code explanation, and reviews. It leverages existing GitHub CLI authentication to support multiple models like GPT-4o and Claude 3.5 Sonnet.
    4
    17 npm
    2
    MIT
  • A
    license
    C
    quality
    D
    maintenance
    Enables code review through Cursor CLI integration with GPT-5. Provides a cursor.review tool that executes code reviews and returns structured JSON results with automatic audit logging.
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP-speaking AI research agents to coordinate plans, tasks, experiment runs, and claims on a shared evidence board, tracing each claim to the code that produced it and flagging results that need rechecking when dependencies change.
    423 npm
    468
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server enabling Claude to consult Codex (GPT-5.x) mid-task for second opinions, plan/diff review, brainstorming, and codebase exploration via structured debates and permission-controlled interactions.
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to perform sophisticated static code analysis using Joern's Code Property Graph technology. Supports multi-language analysis, security vulnerability detection, and code quality assessment through isolated Docker environments.
    178
    GPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Serves local architectural context to LLM coding agents over MCP, enabling agents to query complexity, coupling, and layer metrics while deterministic quality gates enforce project invariants through hooks.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that gives AI assistants deep understanding of your local Git repositories, providing instant repo overviews, change summaries, blame analysis, changelogs, branch health checks, and history search.
    80 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Model Context Protocol server for security research automation, integrating multiple security testing tools into LLM-driven workflows for secret scanning, static analysis, and vulnerability discovery.
    57
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables read-only access to a single Git repository through tools for inspecting log, diff, and blame, with argument-injection-safe refs and paths, no external diff drivers, and capped output.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A local-first MCP server that provides read-only access to Git repository history, exposing commit metadata and optionally content patches via configurable policies, with optional AI-powered analysis while never modifying Git state.
    2 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables LLMs to perform high-performance code search and analysis across multiple languages using symbol indexing, regex text search, and structural AST pattern matching. It also provides tools for technology stack detection and dependency analysis with persistent caching for optimized performance.
    11
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to conduct authorized mobile banking reverse engineering and security research through 50+ MCP tools spanning APK analysis, Frida instrumentation, malware detection, Play Integrity bypass detection, no-root traffic interception, and evidence reporting.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that gives Claude Desktop complete intelligence about any public GitHub repository. Research libraries, compare packages, audit dependencies, and explore codebases through natural conversation.
    1
    MIT