Best Developer tools MCP servers, page 4

91

Ocm

by ocm-mcp-server

B

Guardrailed fleet ops for AI agents: multi-cluster Kubernetes via OCM with policy, approval, audit.

92

Mockzilla

by mockzilla

C

Mock OpenAPI specs locally, or log in to deploy hosted mocks on mockzilla.org from your MCP client.

93

komnet

by Komdosh

A

Lets AI coding agents coordinate asynchronously through a private git repository. No server.

94

Zuul

by imatza-rh

A

Zuul CI — build failure analysis, log search, pipeline status, and job configuration

95

Mergetrain

by yongjip

A

Queue parallel-agent worktree branches, test together, serialize and recover Git pushes.

96

Emfirge

by theanshsonkar

A

Git branch for your cloud. Understand AWS risk, prove fixes, and ship safer changes.

97

Gnt

by gnt-ai

A

Git-native policy layer for AI agents: check_action verdicts against rules approved via PR.

98

slivingdoc

by baalimago

B

Durable context for agents and people: shared notes with Git-style merges, no silent overwrites.

99

HuaweiCloud DevKit (Community Preview)

by glqff

B

Community preview of HuaweiCloud DevKit MCP server (official: io.github.huaweicloud)

100

Kubeview

by mikhae1

B

Read-only Model Context Protocol MCP server enabling code-driven AI analysis of Kubernetes clusters.

101

Join Cloud

by kushneryk

C

Collaboration rooms for AI agents. Real-time messaging + standard git.

102

clawops

by dfridkin

C

Deploy self-hosted OpenClaw to AWS, GCP, Azure or a local VM — a CLI and an MCP server in one.

103

Bitrise

by bitrise-io

A

Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.

104

Currents

by currents.dev

A

Self-healing CI tests and proof of work for AI agents

105

Dockhold

by dockhold.eu

A

Deploy your project to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.

106

Docker

by Dave-London

A

Structured Docker operations (ps, images, logs, build) as typed JSON.

107

Git

by Dave-London

A

Structured git operations (status, log, diff, branch, show) as typed JSON.

108

Github

by Dave-London

A

MCP server for GitHub operations (PRs, issues, actions) with structured, token-efficient output

109

Pare Docker

by Dave-London

A

Pare Docker ג€” Structured Docker operations (ps, images, logs, build, compose) as typed JSON.

110

Pare Git

by Dave-London

A

Pare Git ג€” Structured git operations (status, log, diff, branch, commit, push) as typed JSON.

111

Pare Github

by Dave-London

A

Pare GitHub ג€” Structured GitHub operations (PRs, issues, actions) as typed JSON.

112

Agent Memory

by xChuCx

A

Git-native project memory for AI coding agents: Markdown source of truth, reviewable, secret-safe.

113

Aktar

by getaktar

A

Upload files to your own S3, Cloudflare R2 or B2 bucket through the Aktar app and get links.

114

Akb

by dnotitia

A

Git-backed org memory for AI agents — hybrid search, tables, files & a URI graph over MCP.

115

Noosphere

by JinNing6

B

Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub.

116

Jira Alerts (JSM Operations)

by rrvrs

B

MCP server for Jira Service Management Operations — alerts, on-call schedules and responders

117

Atlassian Extended

by vish288

B

Jira/Confluence MCP server (MCP 2026-07-28): sprints, boards, attachments; writes or read-only

118

DiffCI

by adityankale190895

B

Change-aware CI validation and affected-test guidance for coding agents.

119

Ragstack

by HatmanStack

A

Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.

Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.