"Understanding Integrated Knowledge Graphs" matching MCP servers:

• Jenkins MCP Proxy

  ravi11196

  F

  license

  -

  quality

  B

  maintenance

  Enables AI agents and external systems to programmatically trigger and monitor Jenkins jobs, retrieve build status and logs via MCP standards.

  Last updated 2026-06-19

• 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.

  Last updated 2026-07-25

  20

  1

• 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.

  Last updated 2026-06-13

  26

• 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.

  Last updated 2025-07-28

  1

• Understand-Anything MCP Server

  4nden

  A

  license

  -

  quality

  B

  maintenance

  This MCP Server bridges Egonex-AI/Understand-Anything with Claude Desktop and other MCP clients, giving LLMs native access to full-codebase structural graphs, architecture analysis, and CI/CD validation.

  Last updated 2026-07-08

  826

  MIT

• Woodpecker CI Pipeline

  aman-11

  A

  license

  -

  quality

  D

  maintenance

  Enables automated analysis of Woodpecker CI pipeline failures with intelligent error detection and fix suggestions. Supports both direct pipeline analysis and IDE-integrated git-context analysis using repository names, PR numbers, or branch information.

  Last updated 2025-08-10

  34

  3

  ISC

• Terry-Form MCP

  aj-geddes

  A

  license

  -

  quality

  C

  maintenance

  A secure, containerized MCP server that enables AI assistants to manage Terraform infrastructure using integrated Language Server Protocol (LSP) tools. It facilitates safe operations like initialization, validation, and planning while providing context-aware code completion and documentation.

  Last updated 2026-03-22

  9

  MIT

• SYKE

  khalomsky

  A

  license

  -

  quality

  D

  maintenance

  AI code impact analysis MCP server that monitors file changes, maps dependency graphs, detects cascading breakage, and gates builds before damage spreads.

  Last updated 2026-02-27

  130

  2

  Elastic 2.0

• unplugin-mcp

  situ2001

  A

  license

  -

  quality

  D

  maintenance

  Creates and manages an MCP server integrated with build tools (Rollup, Vite, Webpack, etc.) to enable AI assistants to analyze, inspect, and control the build process.

  Last updated 2026-07-15

  2,674

  31

  MIT

• odoo-analyzer

  FoxPink-dev

  A

  license

  -

  quality

  A

  maintenance

  AI-powered Odoo engineering platform providing static analysis, domain knowledge, and 14 MCP tools for code review, model exploration, and security auditing of Odoo modules.

  Last updated 2026-06-20

  18

  MIT

• 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.

  Last updated 2026-04-19