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"How to find and troubleshoot a memory leak in software" matching MCP servers:

  • nMEMORY

    menot-you
    A
    license
    A
    quality
    A
    maintenance
    Hermetic memory for AI agents — one Rust binary, one SQLite file, zero network. Recall returns evidence with provenance or abstains: no code path for making things up.
    22
    8
    AGPL 3.0

  • shipmail-mcp

    shipmail-to
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    license
    A
    quality
    A
    maintenance
    Official MCP server for Shipmail, enabling agents to manage domains, mailboxes, messages, threads, webhooks, and suppressions via natural language.
    100
    324
    1
    MIT

  • savvly-mcp

    Savvly
    A
    license
    A
    quality
    A
    maintenance
    MCP server for the SEC-registered Savvly Longevity Benefit Fund: product info, Savvly-vs-alternative comparisons, eligibility checks, an audience-tagged Q\&A library, and retirement / lump-sum / monthly projections that render inline MCP Apps chart widgets. Hosted remote plus npm/PyPI/NuGet/OCI/MCPB.
    8
    2
    Apache 2.0

  • AI Diagram Maker MCP Server

    erajasekar
    A
    license
    A
    quality
    F
    maintenance
    MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.
    5
    49
    8
    MIT
  • Potarix enricher by Potarix

    Potarix enricherofficial

    Potarix
    A
    license
    A
    quality
    B
    maintenance
    Find contact/websites for any company/person
    9
    28
    MIT

  • drawio

    achmadya-dev
    A
    license
    A
    quality
    A
    maintenance
    MCP server for creating and editing diagrams using draw.io. Allows generating diagrams from Mermaid or XML, searching shapes, and opening them in draw.io for export.
    2
    0
    Apache 2.0
  • mcp-server-gis-helper by GSA-TTS

    mcp-server-gis-helperofficial

    GSA-TTS
    F
    license
    A
    quality
    C
    maintenance
    Enables users to draw GIS geometry on an interactive map and get clean, validated GeoJSON to hand off to other GIS MCP servers such as FEMA flood screening and USGS hydrography.
    3

  • tableau-embed

    nuggenlabs
    A
    license
    A
    quality
    B
    maintenance
    Embeds live, interactive Tableau dashboards in ChatGPT, pushing mark selections to the model so questions about specific data points are answered with live queried numbers.
    1
    MIT

  • HeadlessTracker

    tamasPetki
    A
    license
    A
    quality
    A
    maintenance
    Local-first crypto portfolio aggregation across exchanges (Bybit, Binance), EVM and Solana wallets, and Polymarket. Read-only credentials, runs as a local MCP server. Data aggregation only, not financial advice.
    15
    119
    5
    MIT

  • mcp-apps-dashboard-demo

    ctocamar
    A
    license
    A
    quality
    C
    maintenance
    A demo MCP server that returns an interactive dashboard (bar chart with dataset selector) as an MCP App via the official MCP Apps extension (SEP-1865).
    1
    MIT

  • widget-studio

    ericlewis
    F
    license
    A
    quality
    B
    maintenance
    MCP server that lets agents create, display, and export rich UI widgets (cards, dashboards, charts, forms) inline in conversations, with interactive iframe support in MCP Apps hosts and PNG image fallback for other clients.
    3

  • Jamf Docs MCP Server

    GET-Technology-Inc
    A
    license
    A
    quality
    A
    maintenance
    Provides AI assistants with direct access to Jamf official documentation, enabling them to answer Jamf-related questions by searching, retrieving articles, and browsing product documentation.
    6
    2,294
    2
    MIT

  • job-search-mcp

    Servation
    A
    license
    A
    quality
    B
    maintenance
    A personal job-search assistant for Claude Desktop that searches real job boards, scores each job 0–100 for fit, and displays a ranked board for fast triage.
    10
    79
    1
    MIT

  • Stript MCP Bridge

    GlaserIngo
    A
    license
    A
    quality
    C
    maintenance
    Anonymizes documents via the Stript desktop app locally, ensuring personal data never enters the conversation. Provides tools to anonymize files and clipboard content, fetch results, and restore original values to local files.
    5
    144
    MIT