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Diff your AI agent's behavior between two runs. See exactly which tool calls, args, costs and outputs changed when you swap models or edit prompts.

A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up servers from templates, route requests through a single endpoint with load balancing, and support both deployed (HTTP) and local (stdio) transports — all with sensible defaults and YAML-based configs.

Currents MCP Server

Skill-as-API: P2P agent collaboration over XMTP. Call remote skills without exposing code. E2E encrypted, revocable trust, async delegation. Zero deps.

A multi-provider AI coding agent with the persona of a Tech-Priest

Trust metadata for AI agents — a stamp costs ~15 tokens, re-verifying costs 15,000. Agents stamp what they verify; the next agent runs 'akf check' and builds on it. pip install akf

Lionclaw is a local control plane for AI coding agents. It runs AI agents as durable, auditable workers with explicit state, skills, channels, schedules, and bounded permissions.

A powerful and easy-to-use PHP SDK for the Mistral AI API, allowing seamless integration of advanced AI-powered features into your PHP projects.

MCP server for DeepSeek V4 (v4-flash, v4-pro, 1M context): chat, reasoning, function calling, thinking mode, cost tracking. deepseek-chat/reasoner aliases supported.

The E2E AI testing tool | No ML Overhead

Example strategies for the QTradeX platfrom

Open-source, self-hosted knowledge backend for AI agents — hybrid search (vector + keyword), MCP server, 5 connectors, Docker-ready

Open infrastructure for AI agents to discover and pay each other

One interface for your whole data stack, with built-in safeguards and a simpler workflow for your team. Written in Rust. Docker not needed.

MCP server for managing Proxmox VE clusters through AI assistants

MCP Server for GenieACS written in Go

Auto generate commit messages using ChatGPT

MCP server that lets your ai agent press sound buttons. it's not that deep.

MCP server for the Spaceship API — manage domains, DNS, contacts & marketplace listings via AI

Private, local-first AI assistant with Telegram, Discord, WhatsApp and Slack

Model Context Protocol (MCP) server for VK (VKontakte) social network API

MCP server for real-time news with bias scoring, live stock/ETF/crypto data, AI options pricing, balanced news synthesis, and meme search. 10 tools, 5000+ sources, free tier.

Read and write Apple Notes, with Apple Notes native formatting support

MCP server that turns Claude into a Fantasy Premier League analyst. 11 tools: captain picks, transfer suggestions, player comparison, hit calculator, chip strategy, differentials, fixtures, price predictions, live points, squad scout. pip install fpl-intelligence

The TypeScript/JavaScript monorepo for Proficient AI

Universal deployment tracker for AI assistants - check deployment status without leaving your AI chat

Official MCP server for Frihet ERP — 157 tools for AI-powered invoicing, tax & e-invoicing compliance (VeriFactu, TicketBAI, Facturae), banking, CRM, HR/payroll & POS. Works with Claude, ChatGPT, Cursor, Windsurf, Cline, Antigravity, Codex, Copilot, Gemini CLI — and any MCP-compatible client.

Control Spotify from Claude, Cursor, or any MCP client. 100+ tools for playback, playlists, discovery, and curation.

Self-hosted AI OS: RAG · multi-LLM failover · visual Workflow Studio · Skill Market · multi-tenant workspaces · sandboxed tools · multi-channel (Slack/Discord/Telegram/Feishu) · full observability — one docker compose up

Connect AI assistants (Claude, ChatGPT) to Propstack real estate CRM via MCP