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"A system like ChatGPT with memory to provide past query context in conversations" matching MCP servers:

  • Azure DevOps MCP Server with

    ennuiii
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    license
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    quality
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    maintenance
    Enables interaction with Azure DevOps services through Personal Access Token authentication. Provides 75 tools for managing work items, builds, repositories, pull requests, and other DevOps operations via both CLI and HTTP API interfaces.
    Last updated
    70
    1

  • EGC

    Fmarzochi
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    A
    quality
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    maintenance
    Local MCP runtime that gives persistent cross-session memory to 12 AI coding agents (Claude Code, Cursor, Codex, Gemini CLI, Windsurf, Amp, and more). SQLite-backed state survives context resets. Install: npm install -g @egchq/egc
    Last updated
    17
    754
    34
    MIT

  • MCP Azure DevOps Server

    Vortiago
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    license
    A
    quality
    F
    maintenance
    A Model Context Protocol server that enables AI assistants to interact with Azure DevOps services, allowing users to query work items with plans to support creating/updating items, managing pipelines, handling pull requests, and administering sprints and branch policies.
    Last updated
    21
    79
    MIT
  • Lintbase by lintbase

    Lintbaseofficial

    lintbase
    A
    license
    A
    quality
    D
    maintenance
    Developers are constantly feeding context files to AI tools like Cursor, Windsurf, Copilot Workspace, and Claude Code. If your agent doesn't understand your real database schema, it writes code that fails in production. LintBase acts as the bridge. It connects directly to your database, reads the ground truth of your live documents, and generates structured context optimized for AI. šŸ¤– Stops AI
    Last updated
    3
    2
    MIT
  • astro-airflow-mcp by astronomer

    astro-airflow-mcpofficial

    astronomer
    A
    license
    A
    quality
    F
    maintenance
    An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.
    Last updated
    31
    12
    Apache 2.0

  • Hatchet MCP Server

    GJakobi
    A
    license
    A
    quality
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    maintenance
    Enables monitoring and debugging of Hatchet workflows and jobs through MCP clients like Claude Code. Users can list workflows, track run statuses, query queue metrics, and retrieve job results using natural language commands.
    Last updated
    6
    2
    MIT

  • Bazel MCP Server

    nacgarg
    A
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    A
    quality
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    maintenance
    A local MCP server that exposes Bazel build system functionality to AI agents, allowing them to build, test, query, and manage Bazel projects through natural language even in environments where Bazel can't be directly accessed.
    Last updated
    6
    9
    MIT

  • Coolify MCP Server

    GoCoder7
    A
    license
    A
    quality
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    maintenance
    Enables AI assistants to interact with Coolify self-hosted instances for application deployment, management, and monitoring. Features 4 unified tools optimized for VS Code's limits, covering app management, environment configuration, system administration, and built-in documentation.
    Last updated
    4
    120
    1
    MIT

  • MCP-SST

    shanewwarren
    F
    license
    A
    quality
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    maintenance
    Enables monitoring and control of the SST development process by streaming dev logs, managing Lambda invocations, and executing lifecycle commands like start, stop, and restart. It provides real-time access to event streams and deployment status directly through the Model Context Protocol.
    Last updated
    6
    2

  • MCP-Jenkins

    gcorroto
    A
    license
    B
    quality
    C
    maintenance
    A server that enables interaction with Jenkins CI/CD pipelines from any compatible MCP client (like Claude Desktop), allowing users to manage jobs, builds, coverage reports, and other Jenkins functionality through natural language.
    Last updated
    11
    25
    MIT

  • rundeck-mcp-server

    mariomorenodev
    A
    license
    B
    quality
    A
    maintenance
    Enables AI assistants to manage Rundeck operations including jobs, executions, projects, nodes, system management, key storage, webhooks, and ACL policies via natural language.
    Last updated
    50
    94
    1
    Apache 2.0

  • Jenkins MCP Server

    umishra1504
    A
    license
    B
    quality
    F
    maintenance
    Enables comprehensive Jenkins automation through MCP interface, allowing users to manage builds, jobs, artifacts, and queues with natural language commands. Supports build triggering, monitoring, artifact retrieval, and system status checks with automatic CSRF protection and authentication.
    Last updated
    14
    76
    MIT