"Techniques and Strategies to Improve Long-Term Memory" matching MCP servers:

• Architect-to-Product (A2P)

  BernhardJackiewicz

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that adds engineering discipline to AI-assisted development, enforcing evidence-gated TDD, security review, backup strategy, and deployment generation to turn AI-generated code into production-ready software.

  Last updated 2026-07-12

  27

  10

  MIT

• Jenkins to GitHub Actions MCP

  ajaychinthapalli

  F

  license

  -

  quality

  F

  maintenance

  Converts Jenkins declarative pipelines into GitHub Actions workflow YAML files, facilitating migration from Jenkins to GitHub Actions CI/CD.

  Last updated 2025-12-30

• EGC

  Fmarzochi

  A

  license

  A

  quality

  B

  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 2026-07-29

  23

  545

  41

  Apache 2.0

• n8n-flow-bridge-mcp

  dorkian

  A

  license

  -

  quality

  C

  maintenance

  Enables git-based version control for n8n workflows with automatic credential remapping, allowing AI tools to pull, push, and manage workflows across environments.

  Last updated 2026-07-09

  175

  MIT

• AI Studio Android Release Gate

  clauxel

  A

  license

  -

  quality

  B

  maintenance

  A hosted remote MCP server for managing Android release gates, with tools to check release status, explain permission blockers, issue release receipts, summarize device matrices, and export release logs.

  Last updated 2026-05-20

  MIT

• sqemo-mcp

  sqemo

  A

  license

  -

  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.

  Last updated 2026-07-27

  MIT

• MCP Stripe Server

  atharvagupta2003

  A

  license

  -

  quality

  F

  maintenance

  A server that integrates with Stripe for handling payments, customers, and refunds through the Model Context Protocol, providing a secure API to manage financial transactions.

  Last updated 2025-02-13

  44

  MIT
• 

  CLP MCP - DevOpsofficial

  clpi

  -

  license

  -

  quality

  -

  maintenance

  Enables comprehensive DevOps infrastructure management through tools for Jenkins, Ansible, Terraform, Kubernetes, and Docker operations. Features a sophisticated memory system for context retention and provides validation, generation, and optimization capabilities across DevOps workflows.

  Last updated 2025-10-09

  1

• mcp-bitbucket

  webboy

  A

  license

  -

  quality

  D

  maintenance

  MCP server for Bitbucket Cloud that exposes 35 tools covering repositories, pull requests, branching models, and pipelines, enabling AI clients to automate Bitbucket workflows.

  Last updated 2026-04-01

  3

  MIT
• 

  cic-mcp-sharedofficial

  CentralInfraCore

  F

  license

  -

  quality

  B

  maintenance

  Enables cross-session memory, weighting, and factory/PR/artifact linking for CIC agents, aggregating multiple sessions to identify promotion candidates.

  Last updated 2026-06-26

• prometheus-rs

  brenoepics

  A

  license

  -

  quality

  C

  maintenance

  Query Prometheus from CLI or any MCP client, with retries, caching, and an optional metrics exporter.

  Last updated 2026-02-09

  13

  Apache 2.0

• MCP Template

  unmarco

  A

  license

  -

  quality

  D

  maintenance

  A boilerplate for building FastMCP servers, providing a basic setup for testing, linting, formatting, and publishing to NPM.

  Last updated 2025-05-08

  25

  1

  MIT

• Octopus Deploy MCP Server

  armanzeroeight

  A

  license

  -

  quality

  D

  maintenance

  A server that enables interaction with Octopus Deploy through the Model Context Protocol, allowing users to manage projects, releases, and deployments across different spaces.

  Last updated 2025-07-29

  6

  MIT

• mcp-deploy-intel

  vellankikoti

  A

  license

  -

  quality

  C

  maintenance

  Provides Kubernetes deployment intelligence with typed query tools and AI-synthesized risk briefs, enabling users to list workloads, get detailed snapshots, query Prometheus metrics, record deployment history, and generate risk assessments before promoting to production.

  Last updated 2026-04-21

  Apache 2.0

• OmniBridge MCP Server

  SyedDaiam9101

  A

  license

  -

  quality

  C

  maintenance

  Provides isolated sandbox environments for AI agents to execute code securely, generating signed receipts for every execution to ensure auditability and trust.

  Last updated 2026-04-19

  13

  4

  MIT

• LUMINO MCP Server

  spre-sre

  A

  license

  -

  quality

  C

  maintenance

  An open source MCP server empowering SREs with intelligent observability, predictive analytics, and AI-driven automation across Kubernetes, OpenShift, and Tekton environments.

  Last updated 2026-07-24

  11

  Apache 2.0

• Dependency Updater AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  Dependency Updater AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-07-25

  15

  MIT

• dispatch-mcp

  selamy-labs

  A

  license

  -

  quality

  C

  maintenance

  A security-constrained MCP server that provides tools to dispatch tasks to allowlisted repositories and retrieve their status or results, preventing arbitrary command execution.

  Last updated 2026-07-11

  MIT

• mcp-onedev

  theonedev

  A

  license

  -

  quality

  B

  maintenance

  Interact with OneDev for CI/CD spec editing, pull request review, and issue workflow automation etc.

  Last updated 2026-07-30

  12

  MIT

• github-mcp

  prateekaryann

  A

  license

  -

  quality

  D

  maintenance

  Provides 39 tools to manage GitHub repositories, branches, issues, PRs, workflows, and more via the GitHub CLI, enabling natural language interaction with GitHub.

  Last updated 2026-04-02

  MIT