Best Developer tools MCP servers, page 23

661

LaunchFlag

by launchflag.dev

B

Feature flags and kill switches. Turn a shipped feature off in production without a deploy.

662

Tenpace Review Router

by tenpace-app

B

Human-authenticated setup for routing GitHub pull requests into the right Slack channel.

663

Self-hosted GitHub MCP server

by adelaidasofia

B

Self-hosted GitHub MCP server. PAT auth, stdio transport, transport-agnostic so it works with…

664

Atlas Pipeline

by IamNishant51

B

7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize

665

Devflow

by cocaxcode

B

MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issues, PRs, flows.

MCP server for QMetry Test Management for Jira (QTM4J): test cases, cycles, executions, plans.

Get GitHub repository stats, search repos, analyze languages, and compare projects

668

Omni

by bitofacoder

C

All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. Agent Mode opt-in.

669

Jitters the VibeCoder

by vibeoverflow.lol

C

How wrecked is your monkey? Jitters' mood from the hours of your own git commits this week.

Query the Vercel API (token; set VERCEL_TOKEN, Bearer): projects, project details, deployments.

120-module QA gate. Give Claude eyes (screenshots), ears (Sentry errors), and hands (verify fixes).

672

Auxen

by auxen.ai

A

Hire AI workers that run on schedule, report back and act with your OK. Or deploy private models.

Sciple platform MCP: services, dashboards, runbooks, tickets, environments, AWS cloud inventory.

674

Semamerge

by vineethwilson15

B

Detects semantic merge conflicts between Git branches using AST-level analysis

675

Deployment.io

by deployment-io

B

Deploy apps on your cloud. Create environments, configure infrastructure, and monitor jobs.

Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence.

677

Changelog Forge

by ryudi84

B

Generate changelogs from git commit history

678

Math

by andylbrummer

B

GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

679

Synlake — Cloud Infrastructure for AI Agents

by Synlake-ai

B

Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure for AI agents.

680

QTM4J

by denis-platonov

B

MCP server for QMetry Test Management for Jira (QTM4J) Open API.

681

Standupbot

by rimysore

B

Turns your GitHub activity into a daily standup — commits, PRs, reviews & issues.

682

K8s MCP Server (Go)

by kaneg

B

Safe Kubernetes access for AI agents via MCP. Read-only by default, with explicit permission modes.

683

Nexus

by addozhang

C

Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifacts

Query the Linear GraphQL API: viewer, teams, issue search.

Query Sentry (auth token; set SENTRY_AUTH_TOKEN, Bearer): organizations, projects, issues.

686

Forgejudge

by ahmedEid1

A

Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).

687

Gmem

by yksanjo

A

Persistent, Solana-aware project memory for AI coding agents. Typed entities + git-aware diffs.

Check whether an npm package, GitHub Action, MCP server or Docker image is dead or abandoned.

689

AWS CLI MCP Server

by musaddiq-dev

B

Python MCP server for AWS CLI inspection and operations

690

Kubernetes Troubleshoot

by NanaGyamfiPrempeh30

B

Read-only Kubernetes diagnostics: pods, logs, events, workloads, services, PVCs and nodes.