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"How to Manage AI Memory Effectively" matching MCP servers:

  • Colour Memory API

    DigbyO
    A
    license
    A
    quality
    B
    maintenance
    40-tool colour intelligence API for AI agents. Cultural risk, archive-verified colour naming, palette generation, WCAG accessibility, material physics, ecommerce copy, and image generation briefs. 16,682+ named colours across 43 cultural archives.
    66
    MIT
  • Perspective AI by Perspective-AI

    Perspective AIofficial

    Perspective-AI
    A
    license
    B
    quality
    C
    maintenance
    An AI Concierge replaces static forms with adaptive AI conversations that understand real situations, structure key information automatically, and trigger the right next step. Rigid forms cause drop-off, weaken qualification, and strip away context. Perspective uses adaptive AI to capture structured data and trigger automation, so you understand what truly matters to your customers and can make d
    22
    5
    MIT

  • ResearchStat AI

    flupke91
    A
    license
    -
    quality
    A
    maintenance
    Enables AI-native statistical analysis and reproducible research workflows through MCP, including natural language planning, protocol-based analysis, Python/R cross-validation, and publication-ready figure generation.
    MIT

  • orca-ai-mcp

    justinmccuistion
    A
    license
    -
    quality
    D
    maintenance
    Integrates with Orca AI's HUNT Platform API to search for information about people, companies, and entities, enabling AI assistants to access investigative intelligence and due diligence data.
    MIT

  • ai-trader

    whchien
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants like Claude to run backtests, fetch market data, list strategies, and analyze trading algorithms via natural language.
    995
    GPL 3.0

  • mcp-ai-feeds

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Provides access to curated AI news feeds and the ability to fetch and normalize any RSS/Atom/RDF feed, enabling AI agents to consume up-to-date content.
    7
    MIT

  • AI News MCP

    ArgusOnline01
    F
    license
    -
    quality
    C
    maintenance
    Local MCP server that ingests and normalizes recent AI, tech, and research news from multiple sources, exposing tools for media agents to query and retrieve article content on demand.

  • ai-trends

    girlmoony
    F
    license
    -
    quality
    C
    maintenance
    Provides access to the latest AI trends by querying Google News RSS and Hacker News API, enabling AI assistants to retrieve real-time trending topics.

  • datamgr

    philogeneperessini-ui
    F
    license
    -
    quality
    C
    maintenance
    Enables AI assistants to discover and inspect research datasets via a read-only MCP server, offering search, variable listing, and metadata retrieval without reading data files.

  • Memory Forensics MCP Server

    robbgatica
    F
    license
    -
    quality
    D
    maintenance
    AI-powered memory dump analysis using Volatility 3 for digital forensics investigations. Enables process analysis, malware detection, network forensics, timeline generation, and anomaly detection with support for Claude, Llama, and other LLMs.

  • AI Tooling Detector MCP Server

    mambalabsdev
    A
    license
    A
    quality
    B
    maintenance
    Enables AI clients to analyze any company domain and determine its AI maturity tier (commercialized, deployed, declared, or none) with supporting evidence, via a single tool backed by an Apify actor.
    1
    123
    MIT

  • science-ai-mcp-server

    SelfPy
    A
    license
    A
    quality
    C
    maintenance
    Academic peer-review (HAKEM), research-gap finding, journal recommender (1,214 venues with predatory flags), duplicate publication checker, and article writer tools from Science AI Journal. Free local FTS5 tools + LLM-backed tools that bill the caller's account.
    7
    63
    1
    MIT