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"Context compression techniques and methods" matching MCP servers:

  • JSON Mapping & Context MCP

    Bablu-singh
    F
    license
    -
    quality
    D
    maintenance
    Enables schema-aware exploration of JSON data by uploading samples, flattening nested structures, and using heuristic search with token overlap and fuzzy matching to find field paths for target names, accelerating ETL and API onboarding workflows.

  • zrw-mcp

    ceedot-rock
    F
    license
    -
    quality
    B
    maintenance
    MCP server for Zero Range Wave Compression, enabling efficient compression and decompression of integer sequences with record-breaking performance.
    1

  • pizza-analytics

    ferrerj
    A
    license
    -
    quality
    C
    maintenance
    Exposes local DuckDB pizza sales data as MCP tools for querying store-level and total sales metrics via natural language, enabling local LLMs to perform real-time analytical queries.
    MIT

  • Databases MCP Server (Access

    Carltk
    A
    license
    -
    quality
    D
    maintenance
    Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databases, including read-only support for Access 97 databases. Supports executing SQL queries, importing/export data from CSV and Excel files, and storing notes about database files.
    MIT

  • Stock Market Data and

    accelizero
    F
    license
    -
    quality
    D
    maintenance
    Provides stock market data and computes technical indicators like EMA, MACD, and RSI across multiple timeframes using the LongPort API and TA-Lib. It enables users to perform detailed financial analysis and multi-timeframe market reviews through standard MCP tools.

  • mcp-compress

    ShipItAndPray
    A
    license
    A
    quality
    C
    maintenance
    Data compression MCP server with auto-algorithm selection (gzip, brotli, deflate). 7 tools for compress, decompress, analyze, store, retrieve, list, and stats. Achieves 60x compression on docs, 30x on SQL. Lossless round-trip verified. Zero dependencies.
    9
    2
    MIT

  • Snowflake MCP Server

    sfc-gh-tjia
    A
    license
    A
    quality
    -
    maintenance
    Enables AI assistants to securely connect to Snowflake data warehouses and execute SQL queries through natural language interactions. Supports multiple authentication methods and provides formatted query results with built-in security controls.
    1
    2

  • MCP PII Tools

    czangyeob
    F
    license
    C
    quality
    D
    maintenance
    Enables high-precision detection, anonymization, encryption and decryption of personally identifiable information (PII) in text using GPT-4o-based detection and advanced cryptographic methods. Supports both deterministic encryption for searchable data and format-preserving encryption for structured identifiers.
    8
    1

  • SSB MCP Server

    BrooksIan
    A
    license
    C
    quality
    D
    maintenance
    Provides comprehensive access to SQL Stream Builder (SSB) functionality with 80+ MCP tools for managing streams, jobs, tables, and real-time data processing. Supports both standalone SSB deployments and Cloudera Data Platform with multiple authentication methods.
    82
    4
    Apache 2.0

  • Fusion MCP Server

    FallseF
    F
    license
    C
    quality
    D
    maintenance
    Enables AI to analyze and transform data using fusion algorithms with statistical, machine learning, or hybrid methods. Provides seamless data format conversion and enhanced analytical capabilities through the Model Context Protocol.
    2
  • mcp-aurekai by aurekai

    mcp-aurekaiofficial

    aurekai
    A
    license
    C
    quality
    D
    maintenance
    Aurekai MCP exposes 89 native akai_\* runtime operators to any MCP-compatible host, covering the full Aurekai binary family — API gateway, artifact inspection, proof bundle export, semantic embedding, batch queuing, entity detection, compression, and more. Zero external dependencies; runs locally via npx -y @aurekai/mcp.
    89
    57
    Apache 2.0

  • AKShare MCP Server

    ttjslbz001
    A
    license
    -
    quality
    D
    maintenance
    A Model Context Protocol server that enables Claude Desktop to access and analyze Chinese and global financial market data through the AKShare library.
    54
    MIT

  • Brokerage-MCP

    RaghavC16
    F
    license
    -
    quality
    D
    maintenance
    A Model Context Protocol server built with the mcp-framework designed to provide brokerage-related tools and functionality. It allows users to integrate financial brokerage services and data into the MCP ecosystem.