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"A tool or process for converting code between formats or languages" matching MCP servers:

  • Google OR-Tools server

    Jacck
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    security
    A
    license
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    quality
    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    Last updated
    18
    MIT
    • Apple

  • Process MCP Server

    orkuhh
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    security
    F
    license
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    quality
    Manages background process sessions via the OpenClaw process tool, allowing users to list, monitor, and control active sessions. It supports retrieving process logs and sending keystrokes or text to running background tasks.
    Last updated

  • Scan-Code-Tool

    xiaobenyang-com
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    security
    A
    license
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    quality
    CodeGuard MCP is a real-time AI code security scanning tool used to detect vulnerabilities, keys, and compliance issues in AI-generated code, and is suitable for code security reviews in development environments
    Last updated
    2
    Apache 2.0

  • kill-process-mcp

    misiektoja
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    security
    A
    license
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    quality
    An MCP server that allows users to list and kill operating system processes through natural language queries, making process management more intuitive across Windows, macOS, and Linux.
    Last updated
    2
    12
    Python
    GPL 3.0
    • Apple
    • Linux

  • agent-tool

    knewstimek
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    security
    A
    license
    A
    quality
    Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities.
    Last updated
    2
    51
    14
    MIT
    • Linux
    • Apple

  • CHOFF-A-MCP (Anamnesis)

    dd-dent
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    security
    A
    license
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    quality
    Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.
    Last updated
    1
    MIT

  • A-Share MCP Server

    firmmaple
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    security
    A
    license
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    quality
    Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.
    Last updated
    23
    MIT
    • Linux
    • Apple

  • Code-MCP

    millsydotdev
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    security
    F
    license
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    quality
    Turns AI assistants into full-stack software engineers with 36 tools for cognitive reasoning, code validation, project scaffolding, and AI/IDE configuration generation across 130+ programming languages, databases, and frameworks.
    Last updated
    35
    15
    MIT

  • Gemini MCP Server for Claude

    Raydius
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    security
    A
    license
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    quality
    Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.
    Last updated
    3
    Apache 2.0
    • Apple

  • swagger-mcp-tool

    sdlbp
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    security
    A
    license
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    quality
    A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documentation from local files or remote URLs. It enables users to search for APIs, retrieve detailed endpoint definitions, and fetch schemas to facilitate code generation and API integration.
    Last updated
    26
    3
    MIT

  • Tool-Plaid

    reilly3000
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    security
    F
    license
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    quality
    Enables interaction with Plaid's financial data API to sync bank transactions and retrieve account balances with secure encrypted token storage.
    Last updated

  • Smart Code Reviewer

    renjismzy
    A
    security
    A
    license
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    quality
    Enables comprehensive code analysis including quality assessment, security vulnerability detection, refactoring suggestions, complexity calculations, and automatic documentation generation for multiple programming languages.
    Last updated
    5
    MIT

  • No-as-a-Service (NoaaS)

    Koneisto
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    security
    A
    license
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    quality
    Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.
    Last updated
    4
    MIT
    • Apple
    • Linux

  • milvus-sdk-code-helper

    Shawnzheng011019
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    security
    A
    license
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    quality
    An MCP server designed to assist with generating, converting, and translating Milvus SDK code by retrieving relevant documentation and snippets. It supports PyMilvus code generation, ORM-to-client conversion, and cross-language translation between Python, Java, Go, and other supported languages.
    Last updated
    2
    MIT

  • db-mcp-tool

    wirdes
    A
    security
    A
    license
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    quality
    A powerful Model Context Protocol (MCP) tool for exploring and managing different types of databases including PostgreSQL, MySQL, and Firestore.
    Last updated
    9
    5
    MIT

  • open-code-review

    raye-deng
    A
    security
    F
    license
    A
    quality
    AI-powered code review tool that detects AI-generated code defects invisible to traditional linters — hallucinated packages, deprecated APIs, cross-file contradictions, hidden security anti-patterns, and over-engineering. Works as a standalone CLI, GitHub Action, or MCP server. Supports TypeScript, Python, Java, Go, and Kotlin. Free for individuals, no API key required.
    Last updated
    4
    10

  • MCP Tool Factory

    tarunjain15
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    security
    F
    license
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    quality
    A framework for building hot-loadable MCP tools that feature conversational negotiation, graduated permissions, and zero-downtime updates. It enables persistent state continuity across server restarts and provides a hypothetical evaluation system for tool actions.
    Last updated
    • Apple

  • Dev Tool MCP

    osins
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    security
    F
    license
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    quality
    Provides web crawling and browser automation capabilities with support for multiple content formats (HTML, JSON, PDF, screenshots, Markdown), page content extraction, console message monitoring, and network request tracking.
    Last updated
    • Apple
    • Linux

  • MCP Think Tool

    piotrpalek
    A
    security
    F
    license
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    quality
    An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.
    Last updated
    1
    1

  • A-Share MCP Server

    24mlight
    A
    security
    A
    license
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    quality
    A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.
    Last updated
    41
    636
    MIT

  • Code Buddy

    Abhi-vish
    A
    security
    A
    license
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    quality
    A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.
    Last updated
    28
    6
    MIT
    • Apple
    • Linux

  • graph-tool-call

    SonAIengine
    A
    security
    A
    license
    A
    quality
    Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.
    Last updated
    6
    4
    MIT

  • Code Firewall MCP

    egoughnour
    A
    security
    A
    license
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    quality
    A security filter that blocks dangerous code patterns by comparing normalized structural syntax trees against a blacklist of known threats using vector embeddings. It acts as a gatekeeper to prevent malicious code execution by identifying dangerous structures regardless of specific identifiers or literals.
    Last updated
    11
    MIT
    • Apple

  • Process Mining MCP Server

    mostapow
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    security
    A
    license
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    quality
    A tool that integrates process mining capabilities with Claude AI, allowing users to analyze event log data from PostgreSQL databases through natural language interfaces in Claude Desktop or Cursor.
    Last updated
    MIT

  • Code Explainer MCP

    BillDuke13
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    security
    A
    license
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    quality
    A Cloudflare Worker that analyzes source code to provide comprehensive explanations including architecture diagrams, core functionality analysis, and component breakdowns across multiple programming languages.
    Last updated
    13
    6
    Apache 2.0

  • MCP Code Indexer

    zxfgds
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    security
    F
    license
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    quality
    A smart code retrieval tool based on Model Context Protocol that provides efficient and accurate code repository search capabilities for large language models.
    Last updated
    37

  • Todo for AI MCP Server

    todo-for-ai
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    security
    A
    license
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    quality
    Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.
    Last updated
    4
    Apache 2.0

  • Code-Index-MCP

    ViperJuice
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    security
    A
    license
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    quality
    Local-first code indexer that provides deep code understanding for Claude and other LLMs with symbol/text search across 48+ languages, semantic search capabilities, and real-time index updates through the Model Context Protocol.
    Last updated
    48
    MIT
    • Apple
    • Linux

  • Code Analysis MCP Server

    zeocax
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    security
    F
    license
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    quality
    A modular MCP server that provides tools for file operations, regex-based code searching, and structural analysis of functions and classes across multiple programming languages. It also includes AI-powered features for intelligently updating files according to architectural changes.
    Last updated
    • Apple

  • cook-tool

    xiaobenyang-com
    A
    security
    A
    license
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    quality
    A recipe query tool that supports querying recipes and reporting dish names through the command line, suitable for cooking enthusiasts and developers.
    Last updated
    2
    2
    Apache 2.0

  • Rovodev MCP Tool

    Jaggerxtrm
    A
    security
    F
    license
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    quality
    Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing AI assistants to perform deep code analysis using Rovo Dev's large context capabilities. It enables features like repository-wide queries, file-specific analysis, and specialized coding modes through a standard MCP interface.
    Last updated
    3
    13

  • ccg-mcp-tool

    diaz3618
    A
    security
    A
    license
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    quality
    This is a powerful Model Context Protocol (MCP) server that integrates multiple AI coding agents—Anthropic Claude Code, OpenAI Codex, and Google Gemini—directly into your workflow. It enables seamless cross-provider analysis, leveraging Gemini's massive token window, Codex's specialized coding capabilities, and Claude's advanced reasoning.
    Last updated
    10
    22
    MIT