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.

Morningljn Session Insight npm
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@morningljn/mcp-session-insight

MCP Server for Claude Code Session Insight — structured data extraction, git log collection, and LLM synthesis guidance

Developer Tools Score 77/100 2 findings 20/wk Cap. High
Desktop Commander npm
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@developkiko/desktop-commander

MCP server for terminal operations and file editing (fork by Kiko)

Developer Tools Score 77/100 23 findings 17/wk Cap. Critical
Anvilterm npm
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anvilterm

AnvilTerm — AI-era web terminal with tabs, image overlays, table detection, and session persistence

Developer Tools Score 77/100 28 findings 10/wk Cap. Critical
Axon Code npm
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axon-code

AI coding assistant with Web IDE, multi-agent system, and self-evolution

Developer Tools Score 76/100 38 findings 17/wk Cap. High
Ludus npm
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@iflow-mcp/ludus-mcp

MCP server for managing Ludus cybersecurity training environments through natural language commands

Developer Tools Score 76/100 23 findings 14/wk Cap. High
Superbased npm
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superbased

Screenshot capture, AI analysis, OCR, visual regression testing, token compression — headless server + MCP tools for AI coding CLIs

Developer Tools Score 74/100 32 findings 22/wk Cap. Critical
Unified Github npm
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unified-github-mcp-server

Unified GitHub MCP Server - Comprehensive GitHub API integration with multi-account support, natural language workflows, and 35+ GitHub tools

Developer Tools Score 74/100 4 findings 13/wk Cap. Moderate
Gas Fakes npm
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@mcpher/gas-fakes

An implementation of the Google Workspace Apps Script runtime: Run native App Script Code on Node and Cloud Run

Developer Tools Score 71/100 18 findings 163/wk Cap. High
Coding Agents npm
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@kadreio/mcp-coding-agents

MCP server with multiple AI coding agents for enhanced development workflows

Developer Tools Score 71/100 11 findings 23/wk Cap. High
Memory Service PyPI
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mcp-memory-service

Semantic memory layer for AI applications. REST API + MCP transport + knowledge graph + autonomous consolidation. Works with 14+ AI clients. Self-host, zero cloud cost.

Developer Tools Score 71/100 24 findings Cap. High
Photon npm
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@portel/photon

Build MCP servers, CLI tools, and web dashboards for AI agents from a single TypeScript file.

Developer Tools Score 67/100 20 findings 120/wk Cap. High
Figma Console npm
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@obra-studio/figma-console-mcp

Obra Studio fork of figma-console-mcp (by Southleft) adding Obra Autodocs: generate labeled component-variant documentation from inside the Desktop Bridge. The most comprehensive MCP server for Figma — design tokens, variables, components, write tools, ve

Developer Tools Score 67/100 6 findings 15/wk Cap. Critical
Browser Bridge npm
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browser-bridge-mcp

Give Claude Code direct access to your browser - console, network, errors, storage, DOM and more

Developer Tools Score 66/100 6 findings 12/wk Cap. Critical
Pyddock PyPI
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pyddock

MCP server that gives AI agents pre-approved Python, shell, and file I/O tools with declarative policy controls

Developer Tools Score 60/100 20 findings Cap. High
Zeph To npm
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@zeph-to/mcp-server

Zeph MCP server — AI agent notifications, prompts, and input via MCP protocol

Developer Tools Score 55/100 3 findings 45/wk Cap. High