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"Free and open-source coding assistants" matching MCP servers:

  • open-edison by Edison-Watch

    open-edisonofficial

    Edison-Watch
    A
    license
    Not graded
    quality
    D
    maintenance
    Deterministic agentic data firewall that secures, monitors, and controls AI agent interactions with data and software via MCP, preventing data leaks.
    287
    GPL 3.0

  • GCP Billing and Monitoring MCP

    RadiumGu
    A
    license
    C
    quality
    D
    maintenance
    Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
    40
    1
    Apache 2.0

  • open-monitor

    hasna
    A
    license
    Not graded
    quality
    F
    maintenance
    Multi-machine system monitor with a built-in MCP server that enables AI agents to query health metrics, manage processes, schedule cron jobs, and run diagnostics across local and remote machines.
    133
    Apache 2.0

  • Redmine Analytics and

    a1official
    F
    license
    Not graded
    quality
    D
    maintenance
    A comprehensive MCP server providing advanced Redmine project analytics, web automation via Playwright, and iTunes music integration. It enables detailed tracking of sprint metrics, bug counts, and team performance through a token-optimized tool architecture.

  • Monti APM MCP Server

    coding-pioneers
    F
    license
    Not graded
    quality
    D
    maintenance
    Integrates Monti APM with the Model Context Protocol to provide AI assistants with access to Meteor application performance monitoring data. It enables users to monitor system metrics, analyze method execution traces, and track application errors through natural language.
    1

  • Atlas MCP Server

    good2idnan
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents and users to manage workspace files, monitor system metrics, take persistent notes, and retrieve weather data via MCP tools and resources.

  • Radar

    skyhook-io
    A
    license
    A
    quality
    A
    maintenance
    Radar is an open-source Kubernetes observability and diagnostics MCP server. It exposes cluster health, workload diagnosis, logs, events, topology, audit findings, and remediation actions to AI agents through the Model Context Protocol.
    25
    3,045
    Apache 2.0

  • loopsense

    jarvisassistantux
    A
    license
    A
    quality
    D
    maintenance
    LoopSense is an open-source MCP server that closes the feedback loop for AI coding agents — giving them real-time visibility into CI results, deployments, test outcomes, and file system changes.
    9
    15
    2
    MIT

  • Postgres MCP Pro

    it-romanov
    A
    license
    B
    quality
    C
    maintenance
    An open-source MCP server for PostgreSQL that provides database health analysis, index tuning, query plan optimization, and safe SQL execution, suitable for both development and production environments.
    9
    MIT
  • Bifrost MCP Gateway by maximhq

    Bifrost MCP Gatewayofficial

    maximhq
    A
    license
    Not graded
    quality
    B
    maintenance
    Open-source MCP and LLM gateway that aggregates MCP tools behind a unified endpoint with governance, observability, and explicit execution controls.
    7,521
    Apache 2.0

  • Industrial MCP

    xiao98
    A
    license
    Not graded
    quality
    D
    maintenance
    An open-source MCP server that bridges AI models with industrial equipment, supporting multiple protocols like Modbus, OPC UA, and MQTT for reading data and controlling machines.
    2
    Apache 2.0

  • DeskSense

    ChituQAQ
    A
    license
    Not graded
    quality
    A
    maintenance
    A read-only Windows MCP server that gives AI assistants awareness of the current PC state, including open applications, focus, idle status, and system metrics.
    MIT

  • nandi-proxmox-mcp

    NANDI-Services
    A
    license
    Not graded
    quality
    A
    maintenance
    An open-source MCP server for managing Proxmox environments, including nodes, virtual machines, and containers. It enables users to perform inventory checks, status monitoring, and control operations directly through MCP-compatible tools.
    610
    MIT

  • Network Security Control

    JoshDoesIT
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables automated review and analysis of network security controls (AWS Security Groups, Network ACLs) using natural language queries. Supports NSC configuration reviews, network segmentation testing, and identifying security gaps through conversational LLM interaction.
    MIT

  • saas-brain-mcp

    Mohd16kaif
    F
    license
    Not graded
    quality
    D
    maintenance
    Open-source MCP server for Claude AI that connects Stripe and Supabase to enable natural language SaaS analytics, including churn analysis, subscription tracking, and revenue insights.