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"Using Qdrant vector database for code indexing" matching MCP servers:

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    Enables AI clients to discover and invoke Salesforce business capabilities (e.g., customer lookup, account creation) through MCP tools, keeping business logic in Apex while exposing it via REST, Agentforce, and OpenAPI.
    MIT
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    Finds, filters, and verifies local-business leads on demand; every returned email carries a verification receipt (verifier, verdict, timestamp). Credit-based with per-key spend budgets; 25 free validated leads at signup.
    MIT
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    Freento MCP is a native Magento 2 extension that implements the Model Context Protocol (MCP) — an open standard for connecting AI assistants to external data sources. This server acts as a secure, direct bridge between your Adobe Commerce / Magento 2 store and LLM-powered assistants (like Claude, ChatGPT, and others), allowing you to manage and audit your store using natural language.
    15
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    Read-only MCP server for querying the lead database and pipeline statistics.
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    Provides interactive tools to explore AFAS customer data and employee leave information, including bubble charts, leave balance reports, and detailed leave cards.
    128
    MIT
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    Enables natural language management of clients and products via a chat interface, using Gemini LLM and MCP to interact with a SQLite database.
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    A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your org to a SQLite + vector index on your machine and exposes 26 MCP tools to Cursor, Claude Code/Desktop, and VS Code, so the AI you already use can reason about Apex, LWC, Flow, Vlocity, OmniStudio, security, and integrations without your code or schema ever leaving your laptop.
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    Enables querying and interacting with a SQLite CRM database of sales leads using natural language, offering tools for pipeline summaries, lead search, and weighted forecasting.
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    Enables to interact with Magento stores through the Magento REST API. Supports product, order, customer, and category management via natural language.
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    Enables AI assistants to identify and quantify value leaks in organizations using Melt's methodology, providing structured estimates instead of generic vendor lists.
    3
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    MIT
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    Enables research on prospects, pull call transcripts, and enrich leads using Gong, ZoomInfo, Clay, and LinkedIn Sales Navigator through natural language.
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    MIT
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    Enables interaction with Salesforce orgs to perform operations like querying data with SOQL, managing records, and executing Apex code. It provides configurable access levels and support for both standard and Tooling APIs via natural language interfaces.
    11
    MIT
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    Demo MCP server for booking confirmed sales appointments through Claude. Allows users to request appointments, check status, and get detailed BANT briefings using natural language, with realistic fake data for demonstration.
    3
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    Scores companies against a configurable Ideal Customer Profile using firmographic and signal data. Returns a weighted fit score with per-criterion breakdowns.
    1
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    MIT
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    Enables AI assistants to query Bullhorn CRM data using natural language through direct REST API access with OAuth 2.0 authentication.
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    MIT