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"Definition and Meaning of the Word" matching MCP servers:

  • Swarm Orchestrator

    Of-Arte
    A
    license
    -
    quality
    C
    maintenance
    An MCP server that extends AI coding assistants with deterministic, algorithmic capabilities such as code analysis, fault localization, and formal verification, enabling an autonomous engineering team within the IDE.
    MIT

  • codex-as-mcp

    kky42
    F
    license
    A
    quality
    A
    maintenance
    Delegates work from MCP clients (like Claude Code) to the Codex CLI, allowing spawning of autonomous Codex subagents for tasks.
    2
    169

  • citio

    lawrencehui
    A
    license
    B
    quality
    A
    maintenance
    Self-hosted coding agent that runs Claude Code or Codex in your own infrastructure and works from Slack. Exposes codebase investigation, file edits, branch and PR creation, allowlisted command execution, CI status and an audit log as MCP tools, keeping every credential behind the tool layer instead of handing it to the model.
    12
    21
    2
    MIT

  • ts-lsp-mcp

    trophygeek
    A
    license
    -
    quality
    B
    maintenance
    An MCP server that provides TypeScript 7 native language server capabilities (go to definition, find references, hover types, diagnostics) to coding agents, using the Go-based tsc compiler for fast and accurate semantic analysis.
    102
    1
    MIT

  • MCP Codebase Insight

    tosin2013
    A
    license
    -
    quality
    C
    maintenance
    A server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.
    12
    MIT

  • MCP-Booster

    LLM-Booster
    A
    license
    -
    quality
    D
    maintenance
    Provides AI-powered development assistance with continuous chain-of-thought reasoning (CoConuT), automated task planning and execution, quality validation, and persistent memory of project context and decisions.
    60
    2
    MIT

  • local-codex-bridge

    yipp2025-codex
    A
    license
    -
    quality
    B
    maintenance
    A Windows proof-of-concept MCP server that connects ChatGPT developer-mode to a local Codex CLI via Secure MCP Tunnel, exposing a small set of read-only, allowlisted tools in an isolated workspace.
    1
    Apache 2.0

  • Smart Code Search MCP Server

    stevenjjobson
    A
    license
    -
    quality
    D
    maintenance
    Enables semantic code search across projects using AI embeddings to find code by meaning rather than just text matching. Provides fast intelligent search, symbol analysis, and code similarity detection with multi-language support.
    MIT

  • Gemini Thinking MCP Server

    falahgs
    A
    license
    -
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server implementation for the Google Gemini language model. This server allows Claude Desktop users to access the powerful reasoning capabilities of Gemini-2.0-flash-thinking-exp-01-21 model.
    1
    MIT

  • mcp-features

    quebi-gmbh
    A
    license
    -
    quality
    A
    maintenance
    Provides Dev Container Features that install code intelligence (LSP) and repository knowledge search (Orama) MCP servers into any dev container, enabling coding agents to perform go-to-definition, find references, and hybrid search over project files.
    MIT

  • Vue to React MCP

    jianger666
    A
    license
    -
    quality
    C
    maintenance
    Enables automated migration of Vue projects to React with intelligent analysis, task management, and learning from user modifications.
    14
    5
    MIT

  • agent-mcp

    sutanzu
    F
    license
    -
    quality
    B
    maintenance
    Enables collaborative software development through a team of specialized AI agents (Architect, Developer, Reviewer, Tester) communicating via the Model Context Protocol, with tools for file management, task tracking, and code review.