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  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides AI agents with a live architecture model of a codebase, enabling queries for root cause analysis, blast radius, and dependency traversal through MCP tools.
    279
    17
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Semantic search server for code and documentation using Qdrant vector database. Supports multi-language indexing, live updates, and natural language queries.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Token-efficient MCP server for Ghidra-based reverse engineering. Analyze ELF, Mach-O, and PE binaries with Swift, Objective-C, and Hermes support.
    34
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes the VS Code/Cursor Problems panel to AI assistants via MCP, enabling live diagnostics querying with filters, context, summaries, and code actions.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to access live GitHub repository data without cloning, supporting repo summarization, file explanation, recent changes, and dependency analysis.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Serves a live code-graph workbench over stdio for MCP clients/agents, enabling Cypher queries and codebase analysis via KGLite tools.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Automatically generates and maintains living documentation for codebases by creating hierarchical hivemind.md files and flowchart diagrams at every directory level, enabling AI navigation and real-time or retroactive documentation of code structure, requirements, and dependencies.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Exposes Django runtime information (settings, apps, URLs, models, migrations) as MCP resources for AI agents to inspect a live Django project without static analysis.
  • F
    license
    Not graded
    quality
    B
    maintenance
    Read-only MCP server that gives Claude live access to your UE5 project state — Blueprints, interfaces, variables, functions, event graphs, materials, structs, and Data Assets.
  • A
    license
    A
    quality
    A
    maintenance
    A 100% local MCP server for semantic and lexical search over your code, library docs, and PDFs, featuring hybrid BM25 and dense retrieval, syntax aware chunking, and an optional code knowledge graph. It also ships a Coral integration, so you can expose your code search as SQL and join it with live data, all without anything leaving your machine.
    6
    9
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    An offline MCP server for SAP ABAP that provides static analysis, ABAP Cloud readiness checks, and RAP scaffolding using abaplint, enabling AI agents to analyze and generate ABAP code without a live SAP system.
    13
    76
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    The MCP server for Nanostores that scans your codebase with AST analysis to find stores, subscribers, and dependency chains, and can ingest live events to spot noisy, error-prone, or unused stores.
    12
    69
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    A self-hosted MCP server that fetches live documentation and performs code audits using real-time authoritative references to prevent AI hallucinations. It provides tools for searching documentation across 330+ libraries and scanning local source code for security, performance, and accessibility issues.
    14
    601
    5
    Elastic 2.0
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server that provides coding models with a live code index, inferred code graph, durable memory, and surgical tools to help them leverage their existing reasoning and coding abilities effectively.
    20
    218
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides coding agents with a live registry of class definitions and constructor signatures from the codebase, enabling verification of calls before writing them to prevent hallucinated parameters.
    6
    MIT