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"Hybrid RAG System for Indexing DevOps eBooks and Online Documentation" matching MCP servers:

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    Production-ready MCP server enabling AI assistants to interact with Braze's customer engagement platform, offering 92 tools for user management, messaging, campaigns, analytics, email/SMS, catalogs, and SCIM provisioning.
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    Anchord MCP is a hosted remote MCP server for AI agents that need canonical identity resolution and safe write evaluation across customer systems. Resolve companies and people to canonical AnchorIDs, inspect linked records and target-system coverage, and evaluate whether a proposed write should be allowed or blocked. Read-only by design.
    11
    37
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables AI assistants to interact with Salesforce through a secure interface for performing CRUD operations, executing SOQL queries, and managing schema discovery. It features a smart learning system that analyzes custom objects and fields to provide intelligent assistance tailored to specific Salesforce configurations.
    14
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    BSD 2-Clause "Simplified"
  • A
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    A
    quality
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    A Machine Conversation Protocol server that enables AI assistants to manage Google Contacts and search Google Workspace directories, providing tools for listing, creating, updating, and deleting contacts within your Google account.
    9
    33
    MIT
  • F
    license
    A
    quality
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    Enables creating and managing user profiles with interactive elicitation capabilities that prompt users for missing required information. Demonstrates MCP's elicitation feature by validating profile data and requesting additional details when fields are incomplete.
    5
    1
  • A
    license
    C
    quality
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    Provides comprehensive access to HubSpot's CRM API, enabling management of contacts, companies, deals, engagements, and associations with support for batch operations and advanced search capabilities.
    100
    118
    MIT
  • A
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    quality
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    Provides standardized access to HubSpot's CRM API for managing contacts, companies, deals, engagements, and other CRM data through comprehensive CRUD operations, batch processing, and advanced search capabilities.
    100
    118
    1
    MIT
  • A
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    quality
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    Unified MCP server for Gameball's documentation and API integration, enabling documentation search, code generation, and API operations for customers, transactions, orders, coupons, and more.
    40
    MIT
  • A
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    quality
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    MCP server for Rule.io marketing automation platform. Enables managing subscribers, tags, campaigns, custom fields, and automations through the MCP interface.
    MIT
  • A
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    quality
    A
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    Reference MCP server for the AudienceScore protocol: query a vendor's audience score (percent of verified thumbs-up over receipt-gated reviews) and get back a signed, recomputable score manifest an agent can verify without trusting the server.
    Apache 2.0
  • A
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    quality
    B
    maintenance
    A public demo MCP server that exposes Centric RM tools (list contacts, brief, draft, radar, temperature check) with a frozen fictional cast, safe for registry listing.
    MIT
  • A
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    quality
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    Enables AI-driven data quality operations such as validation, enrichment, and deduplication for customer data fields including email, address, phone, and LinkedIn profiles through natural language interactions.
    2
    MIT