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"Searching for technologies and tools related to embeddings and vector databases" matching MCP servers:

  • IT Tools MCP Server

    wrenchpilot
    A
    license
    B
    quality
    F
    maintenance
    A comprehensive Model Context Protocol server providing access to 70+ IT tools for developers and system administrators, including encoding/decoding, text manipulation, hashing, and network utilities.
    34
    100
    179
    22
    TypeScript
    MIT

  • Talk to Figma MCP

    kctw-dev
    A
    license
    B
    quality
    C
    maintenance
    Enables AI agents to directly control Figma Desktop via MCP, supporting UI creation, editing, prototyping, and variable management with over 60 tools.
    65
    882
    1
    MIT

  • GraphRAG TypeScript MCP Tools

    Akakinad
    F
    license
    C
    quality
    C
    maintenance
    An MCP server that connects AI assistants to a Neo4j graph database, enabling querying of movie data through tools like graph statistics, genre-based search, and movie details, along with advanced features such as LLM sampling and completions.
    4

  • MCP Files

    OrionPotter
    A
    license
    A
    quality
    Not graded
    maintenance
    Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere with tools for reading code blocks, searching/replacing text, and making precise line-based modifications.
    3
    11

  • 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

  • litescope

    croc100
    A
    license
    A
    quality
    A
    maintenance
    Operations toolchain for SQLite, Cloudflare D1, and Turso. Every command is available as both a CLI and an MCP tool: inspect, diff, migrate, monitor, back up, and repair databases. 22 stdio tools, read-only by default.
    14
    1
    AGPL 3.0

  • A2Me MCP Server

    Kinnectd
    A
    license
    A
    quality
    A
    maintenance
    A read-only MCP server that provides family-context tools for the A2Me platform, enabling AI assistants to answer family-related questions and help write messages by securely accessing family member profiles, upcoming events, and recent activity.
    16
    MIT

  • dokploy-mcp-server

    sapientsai
    A
    license
    A
    quality
    B
    maintenance
    A comprehensive MCP server for Dokploy that provides 14 action-based tools covering the full DevOps lifecycle with minimal token usage. It enables AI assistants to manage projects, applications, databases, domains, servers, and more through a unified interface.
    22
    559
    2
    MIT

  • MCP-BAMM

    BrainDAO
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that enables interaction with Borrow Automated Market Maker (BAMM) contracts on the Fraxtal blockchain, allowing users to manage positions, borrow against LP tokens, and perform other BAMM-related operations.
    7
    15
    1
    MIT

  • MongoDB MCP Server

    Vijayakumar-DevOps
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas. It enables AI assistants to query, manage, and operate on MongoDB data and Atlas resources through natural language.
    25
    74,685
    Apache 2.0

  • obsidian-mcp-complete

    jagoff
    A
    license
    B
    quality
    D
    maintenance
    Local-first MCP server for Obsidian vaults with 66 tools for reading, writing, searching, and managing notes, tasks, graphs, and more. Works without Obsidian running and requires no plugins.
    66
    MIT

  • mcp-alphabanana

    tasopen
    A
    license
    A
    quality
    C
    maintenance
    Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding.
    1
    18
    8
    MIT

  • md24de-mcp

    volsch
    A
    license
    A
    quality
    A
    maintenance
    Unofficial MCP server for the messdienst24.de utility portal, providing tools to retrieve heating and hot-water consumption data, download PDF reports, and compare usage trends.
    3
    MIT