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  • file_utils MCP

    JEL-LL
    A
    license
    A
    quality
    B
    maintenance
    An MCP server for reading and editing large text files using content-addressed anchors that survive line shifts, providing tools like read_file_range, edit_file_range, insert_at, prepend_to_file, and append_to_file.
    6
    MIT

  • MCP GeneLab Server

    sbl-sdsc
    A
    license
    A
    quality
    B
    maintenance
    Converts natural language queries into Cypher queries against the NASA GeneLab Knowledge Graph, enabling AI-assisted analysis of spaceflight experiments and their biological effects.
    12
    3
    BSD 3-Clause

  • crossref-mcp

    jtl-neo
    A
    license
    A
    quality
    A
    maintenance
    Enables scholarly metadata lookups from the Crossref REST API, including works, members, journals, funders, types, licenses, and prefixes, as tools for LLM clients.
    18
    MIT

  • testrail-mcp

    Sergey-Bl
    A
    license
    B
    quality
    F
    maintenance
    An MCP server for TestRail that prepares everything needed to generate test cases from Jira tickets, Confluence pages, or free-form specs and pushes them back to TestRail.
    31
    2
    MIT
  • sbl-probe by soundbytelabs

    sbl-probeofficial

    soundbytelabs
    A
    license
    -
    quality
    D
    maintenance
    Serial communication and protocol analysis MCP server that gives AI coding assistants direct access to serial ports for reading, writing, decoding, and capturing embedded device output.
    MIT
  • sbl-debugger by soundbytelabs

    sbl-debuggerofficial

    soundbytelabs
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to debug ARM Cortex-M targets via GDB and OpenOCD, supporting attach, breakpoints, stepping, register/memory inspection, and SVD peripheral decoding.
    MIT

  • Black-Litterman Portfolio

    irresi
    A
    license
    -
    quality
    C
    maintenance
    Enables AI agents to perform Black-Litterman portfolio optimization with investor views, backtesting, and asset analysis, generating dashboards for visualization.
    MIT

  • mef_subnational_efficiency_mcp

    JL-VALERO
    F
    license
    -
    quality
    B
    maintenance
    Auditoría del gasto público peruano mediante sistemas multi-agente, Claude Code Skills y un servidor MCP local. Procesa datos fiscales del MEF 2025 desde datosabiertos.gob.pe y digitaliza vía OCR un archivo histórico de 1964, exponiendo los resultados en un dashboard Streamlit de 4 pestañas.

  • Jira JQL Tool

    amiralamox
    F
    license
    -
    quality
    D
    maintenance
    Enables Claude to interact with Jira through JQL (Jira Query Language) queries using the Model Control Protocol, allowing natural language access to Jira issue tracking and project management.