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"Information about RAG (Retrieval-Augmented Generation) or rag-related topics" matching MCP servers:

  • MCP RAG Agent Server

    karthikeyanramu
    F
    license
    -
    quality
    D
    maintenance
    This MCP server enables intelligent API testing automation by combining RAG knowledge retrieval with tool execution capabilities. It allows QA engineers to perform natural language-driven API testing with contextual knowledge support.

  • sswp-mcp

    VrtxOmega
    A
    license
    A
    quality
    D
    maintenance
    SSWP MCP — Deterministic software attestation for AI-augmented development. Witness any repo through a 5-gate pipeline, adversarially probe dependencies, and produce self-verifying .sswp.json attestations. Fleet registry across 131 nodes with tamper-proof audit ledger and FTS5 search. Agent-native — one tool call from Hermes, Claude, or Cline.
    8
    3
    MIT

  • Railway MCP Server

    antonioevans
    A
    license
    A
    quality
    D
    maintenance
    Enables management of Railway.app infrastructure through natural language, including deploying services from GitHub repos or Docker images, managing environment variables, monitoring deployments, and configuring networking and volumes.
    36
    61
    MIT
  • LocalStack MCP Server by localstack

    LocalStack MCP Serverofficial

    localstack
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server for LocalStack that enables management of local AWS development environments, including container lifecycle operations, infrastructure deployments, log analysis with IAM policy generation, chaos injection, and Cloud Pods state management.
    7
    501
    25
    Apache 2.0

  • GitHub Actions MCP

    ArkTechNWA
    A
    license
    A
    quality
    -
    maintenance
    Connects AI assistants to GitHub Actions workflows to monitor CI/CD pipelines, view run logs, diagnose failures, and optionally trigger or manage workflows with granular permission controls.
    10
    1
  • Tembo MCP Server by tembo

    Tembo MCP Serverofficial

    tembo
    A
    license
    B
    quality
    D
    maintenance
    Enables interaction with the Tembo API to manage organization tasks and view enabled code repositories. Users can create, search, and list tasks or retrieve account information directly through MCP-compatible clients.
    5
    17
    1
    MIT

  • Ploi MCP Server

    sudanese
    A
    license
    B
    quality
    A
    maintenance
    Integrates Ploi.io API functionality into AI assistants for managing servers, sites, and databases through natural language. It enables features like one-command deployments, project linking, server log retrieval, and database backup management.
    46
    18
    3
    MIT

  • sqemo-mcp

    sqemo
    A
    license
    B
    quality
    B
    maintenance
    MCP server for Sqemo, a web-based ERD tool with team naming standards. 34 tools: read/edit entities, attributes, and relationships; generate physical names from a shared glossary and naming rules; SQL (7 dialects) and DBML import/export; ERD lint, diff, and ALTER generation.
    36
    MIT

  • citio

    lawrencehui
    A
    license
    B
    quality
    A
    maintenance
    Self-hosted coding agent that runs Claude Code or Codex in your own infrastructure and works from Slack. Exposes codebase investigation, file edits, branch and PR creation, allowlisted command execution, CI status and an audit log as MCP tools, keeping every credential behind the tool layer instead of handing it to the model.
    12
    21
    2
    MIT

  • Jenkins MCP Server

    umishra1504
    A
    license
    B
    quality
    D
    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.
    14
    122
    MIT

  • Puppet Master MCP Server

    ldco
    F
    license
    B
    quality
    C
    maintenance
    Provides 26 tools for Puppet Master framework operations including initialization, development, database management, deployment, builds, linting, testing, configuration, knowledge retrieval, contribution workflows, and code reviews.
    26

  • Datadog MCP Server

    shelfio
    F
    license
    B
    quality
    D
    maintenance
    Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline management, service logs analysis, metrics querying, monitor and SLO management, service definitions retrieval, and team management through Claude and other MCP clients.
    13
    20