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  • A
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    maintenance
    Enables AI assistants to query a company's inventoried productivity tools and subscriptions through MCP, answering questions about what is paid for, which tools overlap in function, and what renews next quarter. Exposes read-only tools such as list_stack, get_tool_context, find_overlap, and stack_summary over the local inventory file as typed context packets.
    MIT
  • F
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    quality
    F
    maintenance
    Persistent memory infrastructure for AI systems, running on Cloudflare's edge network with 28 MCP tools for semantic memory, emotional processing, identity continuity, and a subconscious daemon.
    9
    -
  • A
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    quality
    B
    maintenance
    Provides AI agents and teams with self-hosted adaptive memory, combining hybrid search and a self-improving neural memory graph to enable precise recall and serendipitous discovery across MCP-compatible clients.
    13
    Apache 2.0
  • A
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    quality
    D
    maintenance
    A cloud MCP server providing Tavily-powered tools for web search, extraction, crawling, mapping, and research, with multi-key load balancing, real-time quota tracking, and a web admin panel.
    1
    MIT
  • A
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    D
    maintenance
    Zep Cloud MCP Server: Provides memory management via the Zep Cloud API. Enables storing and retrieving user preferences, procedures, and factual relationships through a knowledge graph. Supports fallback mode for reliable operation when API is unreachable.
    MIT
  • A
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    quality
    C
    maintenance
    Enables AI agents to run citation-backed retrieval over a read-only, bounded knowledge base, exposing a ranked search tool, document resources, and a grounding prompt that labels retrieved text as untrusted. The corpus can be loaded from local disk or from AWS S3, Azure Blob Storage, or Google Cloud Storage through their official SDKs, with fail-closed startup if a provider cannot be reached.
    MIT
  • F
    license
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    quality
    D
    maintenance
    A Multi-Agent Conversation Protocol server that enables interaction with the ClickHouse Cloud API, providing programmatic access to ClickHouse Cloud services through natural language.
    -
  • A
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    maintenance
    This read-only MCP Server allows you to connect to Oracle HCM Cloud data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).
    MIT
  • A
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    quality
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    maintenance
    This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Salesforce Data Cloud (beta): https://www.cdata.com/download/download.aspx?sku=LRZK-V&type=beta
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables cloud and platform engineers to investigate AWS incidents by grounding responses in approved runbooks and operational evidence, with authenticated access, citations, observability, and human approval before any write action.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to search and query PDF documents through a local RAG system with vector embeddings. Provides semantic document search capabilities while keeping all data stored locally without external dependencies.
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables local literature workflows by searching arXiv, retrieving paper metadata, downloading and parsing PDFs, and retrieving page-cited body evidence for Q&A. It also exposes usage resources and templates for searching, analyzing, and summarizing papers via stdio MCP.
    4
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that enables agent applications like Cursor and Cline to integrate with Alibaba Cloud Function Compute, allowing them to deploy and manage serverless functions through natural language interactions.
    12
    22 npm
    9
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI assistants to store, score, recall, pin, sleep, wake, update, delete, and export memories with importance weighting, type-based decay, emotional valence/arousal, and dormant-memory reactivation through 14 MCP tools.
    14
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables search and retrieval queries over a local LanceDB database, using OpenAI embeddings for vector search when an API key is set and plain text matching otherwise. It reads the database read-only and returns ranked hits, context blocks, table status, and version info over MCP stdio.
    4
    692 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to store and retrieve durable per-project codebase memories through budgeted briefings, hybrid semantic and keyword search, and linked memories over MCP.
    10,945 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables centralized access to Firecrawl, Exa, Qdrant, embeddings, Playwright browser automation, and MCP clients through a single token-protected HTTP and MCP interface.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables agents to full-text search internal markdown documents and list or create items on a Monday.com-style board, with write calls gated behind a preview-and-single-use-token flow, tool allowlists, and an audit log of every call. It also ships ready-made Gemini and Claude command-line agents that call these tools with human approval before any change.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables reading and searching documents in allowlisted folders via LiteLLM and MCP tools, using COM for Office files to support IRM-protected content.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Grounds AI answers about a business in real, verified data sourced live when needed or cached for reliability, preventing hallucinations.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Turn YouTube, TikTok, X videos and websites into structured data. Skip the hassle of video transcription and data scraping. Our APIs help you build better software and AI products faster.
    9
    182 npm
    63
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that provides access to Outscraper's data extraction services, implementing 8 tools for extracting data from Google services and domains including Maps, Reviews, Search, and contact information.
    2
    3
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables AI models to interact with HubSpot CRM data and operations through a standardized interface, supporting contact and company management.
    16
    129
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Connects MCP clients such as Claude, ChatGPT, Cursor and VS Code to a product's published help pages, product map, release timeline and past support conversations, letting users search, read, ask questions with cited answers, and run code-backed investigations. It also offers a sign-in-free server per public help center for visitor-style help search and team contact.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to query up-to-date, sourced information about workflow automation services, AI agents, integrations, pricing, case studies, FAQs, and contact details in Dutch and English through read-only tools.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables users to search and compare ALMA papers’ methods, recipes, settings, software usage, and parameter statistics, with citations and evidence pointers for verification.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Connects Claude Desktop to GoHighLevel CRM, providing 269+ tools across 19 categories for complete contact management, messaging, sales, marketing, e-commerce, and business operations through AI automation.
    13 npm
    196
    ISC