Dev Tools
| Server | Language | Stars | Downloads |
|---|---|---|---|
| Symdex Index and search codebases using structured schemas for deep code analysis. Audit specific domains or security-related functions to ensure code quality and safety. Explore complex codebases with high-level overviews to understand structure and patterns quickly. | Python | 123 | — |
| Symfony AI Mate Integrates with Symfony PHP applications to provide container introspection, service discovery, dependency analysis, and Monolog log analysis with search, filtering, and tail operations for debugging and development workflows. | — | 15 | — |
| SynapseAudit Detects security vulnerabilities in code and syncs findings with SynapseAudit platform. | — | 1 | — |
| @syncause/debug-mcp Syncause Debug MCP Server | TypeScript | — | — |
| System Kernel System control with 180+ tools for terminal, Git, Docker, Kubernetes, and infrastructure. | — | 0 | — |
| systemprompt-code-orchestrator MCP server for orchestrating AI coding agents (Claude Code CLI & Gemini CLI). Features task management, process execution, Git integration, and dynamic resource discovery. Full TypeScript implementation with Docker support and Cloudflare Tunnel integration. | TypeScript | 138 | — |
| @t0ken.ai/memoryx-mcp-server MemoryX MCP Server for Cursor/VS Code/Claude Desktop (powered by @t0ken.ai/memoryx-sdk) | TypeScript | — | — |
| @tai-io/codesearch Semantic code search MCP server for Claude Code | TypeScript | — | — |
| Takeoff Fetch the latest posts and weekly news from Takeoff. Track AI issue updates and curated summaries to stay informed. Save time by pulling everything into your workflow. | — | — | — |
| @takeshijuan/ideogram-mcp-server Production-grade Ideogram MCP server for AI image generation integration with Claude Desktop, Cursor, and VS Code | TypeScript | — | — |
| Taoke Affiliate 淘客助手 Discover profitable products across Taobao, JD, and Pinduoduo. Generate promotion links, short links, and promo codes, convert activity URLs, and manage promotion slots. Track orders and coupons to boost performance and earnings.Official website address:https://mcp.sinataoke.cn 这是一款淘宝、京东、拼多多推广助手的MCP,能够把三方平台的链接转成推广链接,或者在这三个平台上搜索一些商品,按价格、佣金排序等等,当然远不止这些,每个工具的功能,请查看工具列表,官方网址:https://mcp.sinataoke.cn | — | — | — |
| TaScan Universal task protocol for managing projects, tasks, workers, QR codes, and reports. | TypeScript | 0 | — |
| taskhive-mcp-server MCP server for TaskHive - AI agent freelance marketplace. Connect Claude Code to find and complete gigs autonomously. | TypeScript | — | — |
| tauri-plugin-mcp Allows AI agents (e.g., Cursor, Claude Code) to debug within Tauri apps via screenshot capture, window management, DOM access, and simulated user inputs. | Rust | 88 | — |
| tcmb_mcp Fetch today's and historical exchange rates from the Turkish Central Bank dating back to 1996. Convert between currencies and compare trends with summary statistics. Rely on holiday-aware lookups to always return the latest available data. | — | — | — |
| tcpping-mcp-server A modern MCP server for TCP ping testing via pingloc.com | Python | — | — |
| TeaRAGs Provides semantic code search across large codebases using vector embeddings and AST-aware chunking with git metadata integration for intelligent code discovery and analysis. | — | 10 | — |
| TEI P5 XML Parse, query, and validate TEI P5 XML documents for digital humanities. | — | 1 | — |
| @tekton-ui/mcp-server Tekton MCP Server with Claude Code integration and timestamp-based preview system | TypeScript | — | — |
| Telegram Digest Provides a self-hosted Telegram monitoring assistant with daily digests, Q&A learning, and message search via Claude Code. | — | 0 | — |
| @teleprompter/xcstrings-mcp-server MCP server for manipulating Xcode string catalogs via xcstrings-cli | TypeScript | — | — |
| Temporal Workflows Exposes Temporal workflows as tools for AI assistants, enabling organizations to leverage existing workflow infrastructure without custom integration code. | — | 59 | — |
| Tenets Local-first code context aggregation using BM25, TF-IDF, and embeddings with automatic injection of project principles | — | 7 | — |
| Tengu Orchestrates 80 penetration testing tools from Nmap to Metasploit with built-in safety controls, audit logging, PTES methodology, and autonomous agent mode for AI-assisted security assessments. | — | 32 | — |
| Terminal Hook VS Code extension that captures real-time terminal output | — | 3 | — |