Developer Tools MCP Servers

Behavioral litmus harness for MCP servers — grade a server A–F (tool-output injection, egress, sensitive-data, adversarial-input) with reproducible, content-addressed evidence. Ships a CLI and an MCP server with a run_litmus tool for AI agents.

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

Memory for any Ai: remembers across sessions, enforces your rules before actions, reviews the work.

Local, keyless MCP server: standards-grounded QA knowledge retrieval (ISTQB, OWASP, IEEE, ISO, EU AI Act), deterministic QA effort estimation, QA document quality review, test-results health analysis, and QA process maturity assessment.

Mine the architecture rules your TypeScript repo already enforces, with the evidence attached.

Real eyes and hands on the web for AI agents. MCP-first. Local-first. Vendor-agnostic.

Compiler-precise code property graph for C, Python, and TypeScript, navigable over MCP.

Read-only audit evidence for security, tests, native coverage, runtime failures and repair status.

GitLab MCP server for the MCP 2026-07-28 specification (MCP 2.0): projects, MRs, pipelines, CI/CD, approvals and issues for AI assistants. Runs with writes, or locked read-only via MCP_READ_ONLY

Local-first memory for AI coding agents — Markdown + SQLite FTS5, shared across editors via MCP.

Code graph for AI agents: impact, call tracing in Python, TypeScript, Go; opt-in JSON and YAML keys

Facebook Pages MCP server for the Meta Graph API — publishing, insights, moderation, messaging

Persistent, stateful remote SSH sessions for AI agents via Model Context Protocol (MCP)

SideButton MCP server for AI agents — REST API, web dashboard, knowledge packs, and workflow engine

差旅费审核 MCP App —— 状态驱动 UI（服务端单一事实源 + dispatch_ui_action + app-only 工具组），基于 @modelcontextprotocol/ext-apps 2.x SDK。缺省 MOCK 演示模式，可配 TAAPP_ 环境变量切换真实后端。

Official Model Context Protocol (MCP) Server for BotDigit Developer API

Eagle MCP server - A Model Context Protocol server for accessing Eagle image management tool APIs. Provides AI agents with access to Eagle's powerful image organization and management capabilities.

Устарел: используйте @smwb/onreel-git-mcp. Lightweight Model Context Protocol (stdio) server that exposes the SourceCraft REST API to AI assistants.

Lets a coding agent (Claude Code, Cursor and others) set up, check and read the costs of a mobilerouter relay through the Model Context Protocol. A thin wrapper over the mmr command line.

Model Context Protocol server for MoonUI component library - AI-native component access with full props/examples/accessibility data

A Model Context Protocol (MCP) server for running and parsing test results from multiple testing frameworks. This server provides a unified interface for executing tests and processing their outputs, supporting:

SecureStamp MCP Guard — a local stdio + remote MCP wrapper for the SecureStamp Agent Trust Layer. Lets MCP hosts (Claude Desktop, Cursor, any @modelcontextprotocol/sdk client) ask SecureStamp for Proof-of-Intent before sensitive tool calls. Authorizes/ver

A comprehensive Model Context Protocol (MCP) server that provides Git repository management capabilities for AI assistants and automation tools. Includes 29 Git operations + 11 workflow combinations with complete CLI alias system and advanced developer pr

Model Context Protocol server for UpvoteKit — scoped API-key client for AI agents