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mcp-server Tools

6 best mcp-server tools and apps, curated and ranked by community upvotes on ProductCool. Updated daily as new mcp-server products launch.

context-mode logo
context-mode
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists se
antigravityclaudeclaude-codeclaude-code-hooks

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.

2026-09-07
82
hister logo
hister
A private search engine for the content you choose.
browser-historygogolanghistory

Hister is a self-hosted search engine that indexes the full content of the web pages you visit and the files you keep. It solves the problem of losing useful information by creating a private, searchable memory of your digital content, putting you back in control of your data. It's for privacy-conscious individuals, researchers, and anyone who wants to reliably find information they've previously encountered without relying on external services.

2026-08-25
53
n8n logo
n8n
Visual workflow automation with native AI, built for technical teams.
aiapisautomationcli

n8n is a fair-code workflow automation platform that lets you visually build and control AI agents and business processes. It solves the problem of rigid, limited automation by combining a visual canvas with custom code, enabling limitless logic and seamless data movement between 400+ apps. It's built for technical teams like IT Ops, Sec Ops, and developers who need powerful, transparent, and self-hostable automation.

2026-08-22
89
ruflo logo
ruflo
Deploy intelligent agent swarms with adaptive memory and self-learning workflows.
agentic-aiagentic-frameworkagentic-workflowagents

Ruflo is an agent meta-harness for building and orchestrating intelligent multi-agent systems. It solves the complexity of coordinating autonomous AI workflows by providing adaptive memory, RAG integration, and self-learning intelligence. It's designed for developers and teams building advanced conversational AI, autonomous swarms, and complex, coordinated AI applications.

2026-08-22
100
code-graph-rag logo
code-graph-rag
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the po
aiastclaude-codecode-analysis

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

2026-08-09
94
chrome-devtools-mcp logo
chrome-devtools-mcp
Give your AI agent the power to inspect and debug web pages.
browserchromechrome-devtoolsdebugging

This MCP server connects AI coding agents directly to Chrome DevTools. It solves the problem of agents being unable to interact with or inspect live web pages, limiting their debugging and automation capabilities. It's for developers and teams building AI agents that need to analyze, test, or manipulate web content programmatically.

2026-07-30
62

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