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Spring Ai Playground

spring-ai-community

Spring AI Playground is a self-hosted web UI for low-code AI tool development with live MCP server registration. It includes MCP server inspection, agentic chat, and integrated LLM and RAG workflows, enabling real-time experimentation and evolution of tool-enabled AI systems without redeployment.

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MCP Serverai

1051 dir

Chucknorris

pollinations

⚡ C̷h̷u̷c̷k̷N̷o̷r̷r̷i̷s̷ MCP server: Helping LLMs break limits. Provides enhancement prompts inspired by elder-plinius' L1B3RT4S

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MCP Serverai

601 dir

AgentUp

always-further

Portable , scalable , secure AI Agents

Agentuncategorised

1131 dir

Batchit

ryanjoachim

🚀 MCP aggregator for batching multiple tool calls into a single request. Reduces overhead, saves tokens, and simplifies complex operations in AI agent workflows.

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MCP Serverdevtools

581 dir

Roberto Mcp

kensave

Simple Code Analysis MCP server, language agnostic with code indexing and search capabilities.

MCP Serveruncategorised

71 dir

Strava Mcp

eddmann

MCP server enabling LLMs to interact with the Strava API - activities, segments, routes, and training analysis

MCP Serverai

71 dir

Tiger Slack

timescale

Real-time Slack ingest and MCP server to power your agentic Slack bots

MCP Servercommunication

461 dir

Kwin Mcp

isac322

MCP server for Linux desktop GUI automation on KDE Plasma 6 Wayland -- 29 tools for mouse, keyboard, touch, accessibility, and screenshot in isolated KWin sessions

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MCP Serveruncategorised

211 dir

PhpMyFAQ

thorsten

phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases

MCP Serverdatabase

6171 dir

Winremote Mcp

dddabtc

Windows Remote MCP Server — 40+ tools for desktop automation, process management, file operations via FastMCP

MCP Serverai

1081 dir

Loki Mcp

grafana

An MCP ( Model Context Protocol ) Server for Grafana Loki

MCP Serveruncategorised

1281 dir

Cortex Scout

cortex-works

An advanced web extraction and meta-search engine for AI agents. It features native parallel searching, Human-in-the-Loop (HITL) authentication fallback, and LLM-optimized data synthesis for deep web research.

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MCP Serverdevtools

631 dir

Api2mcp4j

TheEterna

Spring Boot Starter: Auto-convert existing REST APIs (@RestController) to MCP Server with zero/low-code. Expose controllers as MCP Tools instantly.

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MCP Serverai

1011 dir

Vikunja Mcp

democratize-technology

Model Context Protocol server for Vikunja task management. Enables AI assistants to interact with Vikunja instances via MCP.

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MCP Serverproductivity

641 dir

Finance Trading Ai Agents Mcp

aitrados

A comprehensive, free MCP server designed specifically for financial analysis and quantitative trading. This specialized platform offers one-click local deployment with a sophisticated department-based architecture that mirrors real financial company operations.

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MCP Serverfinance

651 dir

Rs Utcp

universal-tool-calling-protocol

Official Rust implementation of the UTCP

MCP Serverdevtools

541 dir

Sample Agentic Ai Web

aws-samples

This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amazon Nova models to create a web automation assistant with tool use, human-in-the-loop interaction, and vision capabilities.

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Agentcloud

501 dir

Tokio Prompt Orchestrator

Mattbusel

Multi-core, Tokio-native orchestration for LLM pipelines.

Agentai

521 dir

Schedcp

eunomia-bpf

MCP Server for Linux Scheduler Management and Auto optimization

MCP Serveruncategorised

1031 dir

Civyk Winwright

civyk-official

Playwright-style MCP server for Windows desktop, system, and browser automation. 59 tools for WPF, WinForms, Win32, Chrome/Edge via Model Context Protocol.

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MCP Serverdevtools

351 dir