"A server or tool using RAG for documentation scraping, storage, and retrieval with SSE support" matching MCP servers:

• Gitea MCP Tool

  SupenBysz

  A

  license

  B

  quality

  D

  maintenance

  Enables AI assistants to interact with Gitea repositories through intelligent tools for issue/PR management, workflow analysis, compliance checking, and content generation, plus 200+ CLI commands for complete CRUD operations.

  Updated 8 months ago (2025-12-18 15:03 UTC)

  22

  148

  5

  MIT

• Terragrunt GCP Tool MCP

  spolspol

  A

  license

  -

  quality

  D

  maintenance

  Enables intelligent management of Google Cloud Platform infrastructure using Terragrunt, with support for experimental stacks, parallel deployments, resource visualization, cost analysis, and comprehensive infrastructure operations through natural language.

  Updated 6 days ago (2026-08-03 12:19 UTC)

  1

  GPL 3.0

• 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.

  Updated 4 months ago (2026-04-19 10:53 UTC)

• Jenkins MCP Tool

  xhuaustc

  F

  license

  A

  quality

  D

  maintenance

  A multi-Jenkins server management and automation tool that enables intelligent scenario mapping, multi-server management, and complete CI/CD lifecycle operations through natural language interactions.

  Updated a year ago (2025-08-06 01:45 UTC)

  11

• MCP Server for Spinnaker

  dion-hagan

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server implementation that allows AI models to interact with and manage Spinnaker deployments, pipelines, and applications through a standardized interface.

  Updated 2 years ago (2024-12-03 05:30 UTC)

  8

  1

  MIT

• Azure DevOps MCP Server for

  EreAlexandru

  F

  license

  -

  quality

  F

  maintenance

  Enables interaction with Azure DevOps through natural language in Cursor IDE. Supports work item management, pull requests, builds, releases, test management, and guided workflows for development teams, QA testers, and release management.

  Updated a year ago (2025-07-01 13:22 UTC)

  1

• Azure DevOps MCP Server for

  stefanskiasan

  A

  license

  B

  quality

  D

  maintenance

  Integrates Cline with Azure DevOps services, enabling access to work items, repositories, and pull requests through configurable MCP tools.

  Updated a year ago (2025-02-15 15:52 UTC)

  15

  33

  MIT

• Azure DevOps MCP Server with

  ennuiii

  F

  license

  B

  quality

  D

  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.

  Updated 4 months ago (2026-04-09 18:40 UTC)

  70

  1

• MCP Server for Azure DevOps

  sepal7

  F

  license

  C

  quality

  D

  maintenance

  Provides AI assistants with comprehensive access to Azure DevOps services including work items, repositories, pull requests, wikis, builds, pipelines, and test plans through 25+ MCP tools with multi-project support.

  Updated 8 months ago (2025-12-11 05:01 UTC)

  25

• MCP Server for Apache Airflow

  yangkyeongmo

  A

  license

  C

  quality

  C

  maintenance

  Provides a standardized way for MCP clients to interact with Apache Airflow's REST API, supporting operations like DAG management and monitoring Airflow system health.

  Updated 5 months ago (2026-03-03 13:24 UTC)

  68

  173

  MIT

• MCP Tool Starter Kit

  He110te4m

  F

  license

  C

  quality

  -

  maintenance

  A feature-complete TypeScript project template for rapidly developing Model Context Protocol tools with integrated best practices for code quality, testing, and automated deployment.

  Updated a year ago (2025-07-28 01:11 UTC)

  1

• GitHub MCP Server

  crypto-ninja

  A

  license

  -

  quality

  B

  maintenance

  Enables comprehensive GitHub workflow automation including Actions monitoring, PR management, code search, file operations, and repository management through a code-first architecture that reduces token usage by 98%.

  Updated 12 days ago (2026-07-28 11:05 UTC)

  4

  AGPL 3.0

• Argo CD MCP Server

  mane-tv2

  A

  license

  -

  quality

  B

  maintenance

  Enables AI assistants to interact with Argo CD applications, managing clusters, applications, and resources through natural language.

  Updated 2 months ago (2026-06-24 15:48 UTC)

  Apache 2.0

• MCP Server for Apache Airflow

  tomnagengast

  A

  license

  -

  quality

  D

  maintenance

  Provides integration with Apache Airflow's REST API, allowing AI assistants to programmatically interact with Airflow workflows, monitor DAG runs, and manage tasks.

  Updated a year ago (2025-06-07 03:50 UTC)

  MIT

• Azure DevOps MCP Server

  varnierg

  A

  license

  -

  quality

  B

  maintenance

  MCP server that enables AI assistants to manage Azure DevOps resources including Work Items, Git repositories, pipelines, and user identities.

  Updated a month ago (2026-07-04 23:53 UTC)

  13

  MIT

• Rootly MCP Server for

  Rootly-AI-Labs

  F

  license

  -

  quality

  -

  maintenance

  A remote MCP server that provides AI agents access to the Rootly API for incident management, allowing users to query and manage incidents, alerts, teams, services, and other incident management resources through natural language.

  Updated a year ago (2025-06-26 01:20 UTC)

• MCP vLLM Benchmarking Tool

  Eliovp-BV

  F

  license

  -

  quality

  D

  maintenance

  An interactive tool that enables users to benchmark vLLM endpoints through MCP, allowing performance testing of LLM models with customizable parameters.

  Updated a year ago (2025-03-27 15:44 UTC)

  4

• Gitlab MCP Server

  jmrplens

  A

  license

  A

  quality

  A

  maintenance

  Model Context Protocol (MCP) server for GitLab — exposes 1006 GitLab REST & GraphQL API operations as MCP tools (42 meta-tools / 57 enterprise), 24 resources, 38 prompts, and 17 completion types for AI assistants. Written in Go, single static binary, stdio and HTTP transport.

  Updated 3 days ago (2026-08-06 11:21 UTC)

  2

  31

  MIT

• devops-deploy-guard-mcp-server

  awais2o

  F

  license

  A

  quality

  A

  maintenance

  Production-ready, zero-knowledge AI DevOps deployment, infrastructure provisioning, self-healing execution, and persistent documentation engine for VPS servers.

  Updated 15 days ago (2026-07-25 23:22 UTC)

  20

  4
• 

  mcp-server-circleciofficial

  CircleCI-Public

  A

  license

  A

  quality

  C

  maintenance

  This MCP server lets you use Cursor IDE, or any MCP Client enabled agent, to use natural language to accomplish things with CircleCI, e.g: Find the latest failed pipeline on my branch and get logs

  Updated 3 days ago (2026-08-06 17:41 UTC)

  16

  32,521

  88

  Apache 2.0