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"Analyzing Large Amounts of Text" matching MCP servers:

  • Clipboard MCP Server

    witqq
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    Enables pattern-based file editing operations using copy/paste functionality with text landmarks instead of exact string matching. Allows AI agents to efficiently manipulate file content by identifying code patterns and insertion points without consuming large amounts of context tokens.
    1
    MIT

  • Gemini MCP Server

    mintmcqueen
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    Enables interaction with Google's Gemini AI models including file uploads, conversation management, and batch API processing for large-scale tasks at reduced costs. Supports multiple Gemini models with advanced features like embeddings generation and automated workflow processing.
    21
    26
    1
    MIT

  • Chain of Draft Thinking

    bsmi021
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    Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r
    1
    21
    24
    MIT

  • MCP Sage

    jalehman
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    An MCP server that provides tools for getting second opinions or detailed code reviews from Gemini 2.5 Pro by embedding file contents in prompts, allowing it to handle large codebases with extensive context.
    3
    10

  • PostgreSQL MCP Server

    1Levick3
    A
    license
    A
    quality
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    maintenance
    A Model Context Protocol server that enables interaction with PostgreSQL databases for analyzing setups, debugging issues, managing schemas, migrating data, and monitoring performance.
    1
    11
    1
    MIT

  • Serena

    oraios
    A
    license
    A
    quality
    A
    maintenance
    A fully featured coding agent that uses symbolic operations (enabled by language servers) and works well even in large code bases. Essentially a free to use alternative to Cursor and Windsurf Agents, Cline, Roo Code and others.
    29
    27,915
    MIT

  • Code Reference Optimizer MCP

    FosterG4
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    license
    B
    quality
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    maintenance
    Extracts minimal, relevant code context from multiple programming languages while analyzing diffs and optimizing imports to reduce token usage for AI assistants. Supports TypeScript/JavaScript, Python, Go, and Rust with token-aware caching.
    7
    22
    1
    MIT

  • Qwen MCP Tool

    Jaggerxtrm
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    license
    B
    quality
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    maintenance
    Enables AI assistants to leverage Qwen's code analysis capabilities with large context windows, supporting file/directory analysis, sandbox execution, and multiple approval modes for safe code operations.
    3
    16
    3
    MIT

  • Demo MCP Server

    kylekanouse
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    quality
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    maintenance
    A comprehensive TypeScript boilerplate MCP server featuring domain-driven design and dynamic component loading. Provides example tools for calculations and text processing, system resources, and writing assistance prompts.
    6
    MIT

  • MCP Terminal Server

    dillip285
    A
    license
    B
    quality
    C
    maintenance
    A secure server for executing terminal commands within predefined paths, allowing safe interaction by Large Language Models with operating system environments.
    1
    33
    16
    MIT

  • Delve MCP

    dwisiswant0
    A
    license
    B
    quality
    C
    maintenance
    A TypeScript-based MCP server providing a complete interface to the Delve debugger for Go programs, enabling debugging, tracing, and analyzing Go code through natural language commands.
    19
    20
    MIT