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"Understanding Sequential Thinking in Server Systems" matching MCP servers:

  • dep-diff-mcp

    DigiCatalyst-Systems
    A
    license
    A
    quality
    C
    maintenance
    Translates a lockfile diff into a human-readable upgrade plan. For every dependency bump (npm or PyPI) returns semver class, breaking changes from GitHub release notes, CVEs fixed in the range, migration guide links, and a clear per-package recommendation. Bulk tool ranks up to 50 package changes in parallel by risk (security > caution > review > likely-safe > safe).
    2
    118
    2
    MIT

  • Deepseek MCP Server

    arikusi
    A
    license
    A
    quality
    A
    maintenance
    MCP server for DeepSeek AI models (Chat + Reasoner). Supports multi-turn sessions, model fallback with circuit breaker, function calling, thinking mode, JSON output, multimodal input, and cost tracking.
    3
    4,045
    17
    MIT

  • agent-lsp

    blackwell-systems
    A
    license
    A
    quality
    A
    maintenance
    MCP server that keeps language server sessions warm and routes multiple languages through one process. Agents get persistent cross-file awareness, speculative execution (simulate edits before writing to disk), and 20 skills that encode correct multi-step operations like safe rename, blast-radius analysis, and end-to-end refactoring. Single Go binary, no runtime dependencies.
    50
    114
    MIT

  • Code Scanner Server

    Ixe1
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that scans codebases to extract structural information (classes, functions, etc.) with flexible filtering options and outputs in LLM-friendly formats.
    1
    2
    GPL 3.0

  • ABAP-ADT-API MCP-Server

    dachienit
    A
    license
    C
    quality
    D
    maintenance
    An MCP server that enables seamless communication between ABAP systems and MCP clients using the ABAP Development Tools (ADT) API. It provides tools for managing ABAP objects, handling transport requests, and performing code analysis directly through MCP-compatible interfaces.
    100
    MIT

  • Mermaid MCP Server

    GittyBurstein
    A
    license
    C
    quality
    D
    maintenance
    Enables agents to analyze codebases (local or GitHub) and automatically generate Mermaid diagrams rendered as PNG images via Kroki, providing visual understanding of project structure and flow through file discovery, reading, and diagram generation.
    3
    15
    MIT
  • knowing by blackwell-systems

    knowingofficial

    blackwell-systems
    A
    license
    Not graded
    quality
    A
    maintenance
    Content-addressed code graph that produces ranked context for AI agents in one call. 22 MCP tools across indexing, blast radius, test scope, semantic diff, runtime traffic, and feedback-aware context packing. Incremental updates via Merkle DAG (no re-indexing). GCF wire format saves 84% tokens vs JSON
    17
    MIT

  • LSP-MCP

    blackwell-systems
    A
    license
    Not graded
    quality
    F
    maintenance
    Bridges the Model Context Protocol with Language Server Protocol to provide AI agents with persistent access to code intelligence features including navigation, diagnostics, refactoring, and completion across 7+ programming languages.
    3,520
    MIT

  • IFS Cloud MCP Server

    graknol
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to analyze and search IFS Cloud codebases using hybrid semantic-lexical search, PageRank importance ranking, and dependency graph analysis. It supports comprehensive exploration of PL/SQL, entities, and projection files to facilitate intelligent architectural understanding.
    6
    MIT

  • nvim-mcp-server

    brianhuster
    A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server for Neovim that provides LSP-based symbol tools, enabling AI language models to perform code analysis and manipulation such as symbol lookup, renaming, and body replacement via Neovim's built-in LSP.
    6
    Apache 2.0

  • Codex MCP Server

    hailangx
    A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server for local repository indexing and code understanding, enabling semantic search, AST analysis, dependency tracking, and symbol resolution.
    2,559
    ISC

  • GDA-MCP-Server

    autozw
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables Android APK static analysis in Cursor/Claude via GDA CLI Server, supporting reconnaissance, attack surface scanning, and code decompilation through natural language.
    11
    GPL 3.0

  • MCP Language Server

    isaacphi
    A
    license
    Not graded
    quality
    F
    maintenance
    Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.
    1,577
    BSD 3-Clause

  • Gemini MCP Server

    BeehiveInnovations
    F
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that gives Claude access to Google's Gemini 2.5 Pro for extended thinking, code analysis, and problem-solving with a massive context window.
    11,721