Discover MCP Servers

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A read-only local MCP server for to interact with swarmia.com

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MCP server for generating development plans, project roadmaps, and task breakdowns for Claude Code. Turn project ideas into paint-by-numbers implementation plans.

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MCP server for AI-powered mobile device control — 26 tools for screenshots, UI inspection, touch interaction, and AI visual analysis. Supports Anthropic Claude & Google Gemini.

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MCP server that offloads cheap work from your cloud LLM agent to a local Ollama model — summaries, drafts, extractions, first-pass reviews — at zero cloud cost.

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MCP server that answers why code exists - git blame, PR descriptions, and linked issues

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Synthetic test data generation: detect schemas from SQL or JSON and generate JSON, CSV or SQL data.

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Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities directly into Jira project management and issue tracking workflows.

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Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB,DM8,Oracle,not only provides basic database connection such as OAuth 2.0 authentication , health checks, SQL optimization, and index health detection

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A Model Context Protocol (MCP) server that provides seamless integration with Neovim instances, enabling AI assistants to interact with your editor through connections and access diagnostic information via structured resources.

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MCP server that connects AI agents to your running Neovim instance via msgpack-RPC — no plugins required.

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give your AI agent a spreadsheet it can actually think in: deterministic Excel-compatible math + structured memory (blocks), real .xlsx out. Open source, self-hostable.

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Native macOS markdown preview + MCP server for Claude Code. Swift/SwiftUI, GFM, Mermaid, syntax highlighting. No Electron.