Developer Tools MCP Servers

MCP servers for repositories, version control, CI, error tracking, sandboxes and code execution. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Chrome Debugger npm
A
chrome-debugger-mcp

Chrome breakpoint debugging MCP server for inspecting runtime values and stepping through code

Developer Tools Score 93/100 1 finding 81/wk Cap. High
Gitee Ent npm
A
@gitee/mcp-gitee-ent

Model Context Protocol (MCP) server for Gitee Enterprise

Developer Tools Score 93/100 1 finding 81/wk Cap. High
Ros 2 implementations
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best: ros-mcp

A Model Context Protocol (MCP) server for ROS 2 that enables AI agents to interact with ROS 2 systems

Developer Tools Best score 93/100 2 findings 80/wk Cap. High
Android Emulator npm
A
mcp-android-emulator

MCP Server for Android Emulator interaction via ADB - enables AI assistants to control Android devices

Developer Tools Score 93/100 2 findings 79/wk Cap. High
Nyxory npm
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@nyxory/mcp

Connect your AI agent to nyxory — stdio MCP bridge to the nyxory platform endpoint (deploy, operate, logs, domains).

Developer Tools Score 93/100 1 finding 79/wk Cap. High
Omni npm
A
@bitofacoder/omni-mcp-server

All-in-one MCP server: GitHub, local Git, Slack, web fetch, persistent memory, and filesystem tools in a single config entry. Agent Mode is opt-in.

Developer Tools Score 93/100 4 findings 79/wk Cap. High
Txtcel npm
A
@txtcel/mcp

Model Context Protocol server for the Txtcel Solana program: lets AI agents create channels, post/read messages and run every protocol operation.

Developer Tools Score 93/100 1 finding 79/wk Cap. High
Harmonyos npm
A
mcp-harmonyos

Model Context Protocol server for HarmonyOS development - enables AI assistants to interact with HarmonyOS projects, devices, and applications

Developer Tools Score 93/100 1 finding 78/wk Cap. High
Sdd npm
A
sdd-mcp-server

MCP server for spec-driven development workflows across AI-agent CLIs and IDEs

Developer Tools Score 93/100 2 findings 78/wk Cap. High
Wisegit npm
A
@sandip124/wisegit

MCP server that extracts decision intent from git history and protects intentional code from AI modification

Developer Tools Score 93/100 6 findings 78/wk Cap. High
Dsers Mcp Product npm
A
@lofder/dsers-mcp-product

Dropshipping automation with AI — import AliExpress/Alibaba products to Shopify & Wix via DSers. Open-source MCP server.

Developer Tools Score 93/100 1 finding 77/wk Cap. High
Tanstack npm
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@g7aro/tanstack-mcp

MCP server that wraps the TanStack CLI for programmatic access to docs, libraries, add-ons, and project scaffolding

Developer Tools Score 93/100 2 findings 77/wk Cap. High
Budget Aware npm
A
budget-aware-mcp

Model-agnostic code memory MCP server. Budget-aware graph retrieval for AI agents — sub-millisecond queries, token budgeting, no embeddings, no API keys. Built on CodeGraphContext for 155-language tree-sitter indexing.

Developer Tools Score 93/100 2 findings 76/wk Cap. High
Drone npm
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drone-mcp

Model Context Protocol server for Drone CI — read pipeline status, fetch failed-step logs, restart builds, and more from your AI assistant.

Developer Tools Score 93/100 2 findings 76/wk Cap. High
Harmony npm
A
@yujiamei/harmony-mcp

中国本土化开发者工具 MCP Server —— 微信小程序、鸿蒙设备自动化

Developer Tools Score 93/100 4 findings 76/wk Cap. High
Ssh Mcp Sessions npm
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ssh-mcp-sessions

An MCP tool to manage persistent ssh connections to a collection of hosts enabling remote development, deployment, and information gathering.

Developer Tools Score 93/100 2 findings 76/wk Cap. High
Briefroom npm
A
@briefroom/mcp

briefroom stdio MCP server — expose the briefroom CLI to Claude Code, Codex, and other agents.

Developer Tools Score 93/100 1 finding 75/wk Cap. High
Buildpulse Source verified npm
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@buildpulse/mcp

BuildPulse Model Context Protocol server — flaky test analytics, coverage, and CI run history as agent-callable tools.

Developer Tools Score 93/100 2 findings 75/wk Cap. High
Hledit npm
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hledit-mcp

MCP server for hledit hash-anchored file edits. Rejects stale writes before they happen for standard MCP clients.

Developer Tools Score 93/100 2 findings 75/wk Cap. High
Npm Run npm
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npm-run-mcp-server

An MCP server that exposes package.json scripts as tools for agents.

Developer Tools Score 93/100 1 finding 75/wk Cap. High
Claude Prompt Optimizer npm
A
claude-prompt-optimizer-mcp

The control plane for AI prompts — deterministic scoring, policy enforcement, audit & governance via MCP. Free tier included.

Developer Tools Score 93/100 1 finding 74/wk Cap. High
Codedeep npm
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codedeep-mcp

MCP server that gives AI coding agents structural understanding of a codebase — symbols, references, blast radius, cyclomatic/cognitive complexity, and behavioral-git signals across 14 languages (tree-sitter).

Developer Tools Score 93/100 1 finding 74/wk Cap. High
Cruncher npm
A
@slbdn/cruncher-mcp

Zero-dependency scientific calculator MCP server with strict validation, worker isolation, and 43 tools across 8 categories

Developer Tools Score 93/100 1 finding 74/wk Cap. High
Hanzo 2 implementations
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best: @hanzo/mcp

Hanzo MCP Server - Unified tool surface with AI, cloud control, vector search, and multi-framework UI

Developer Tools Best score 93/100 5 findings 74/wk Cap. High