MCP Servers DirectoryMCP Servers Directory

Rollbar MCP Server

Model Context Protocol server for Rollbar

Php MCP SDK

PHP implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools. ✨ Features 🚀 Complete MCP Protocol Support - Full implementation of the MCP specification 🔧 Type-Safe - Leverages PHP 8.1+ type system with enums, union types, and strict typing ⚡ Async First

Fast Asdlc

Fast-ASDLC: 5x TTM with AI-native Agentic SDLC. Local-LLM first, Human-in-the-loop, Spec-driven. Built on DDD, Hexagonal Architecture, C4 Model & MCP. Features Meta-agents for self-improvement, Memory Bank for context persistence, and automated 100% test coverage. Everything-as-Code & Mermaid.js centric to save context window and slash token costs.

Cockpit Agent

面向智能座舱的云边协同 AI Agent：端侧毫秒级车控，云端声明式 Multi-Agent 与 Skill/DAG 编排，支持 S2S 实时语音、声纹多用户、HMI和Android双端；LLM 只负责理解与规划，VAL 负责确定性安全执行。

Openqa

Agentic Testing Harness

Agentsmesh

One config for every AI coding tool, plus lessons so your agents learn from their mistakes. Sync rules, skills, MCP servers and hooks to Claude Code, Cursor, Copilot, Codex and more.

Llmquant Hermes

Turn your Hermes agent into a financial analyst — on-demand equities / macro / options / prediction-market analysis, plus a standing watch: morning brief, earnings, 13F diffs, Polymarket. Powered by LLMQuant Data.

Summoner Agents

A collection of Summoner clients and agents featuring example implementations and reusable templates

Trustabl Vscode

Agent Reliability Analyzer extension for VS Code and Cursor: find agent reliability issues

Ark

Code intelligence engine for AI coding agents.

Trustabl Docs

Agent Reliability Analyzer docs: install, configure and fix agent reliability issues

Apflow

**AI-Perceivable Distributed Orchestration** apflow is a distributed task orchestration engine where every capability is AI-perceivable — discoverable, understandable, and invocable by AI agents through the apcore module standard.

Text2sim MCP Server

Text2Sim MCP Server is a conversational simulation engine that transforms natural language into working simulation models. Supporting Discrete-Event Simulation (DES) and System Dynamics (SD), it integrates with LLMs via the Model Context Protocol (MCP) to transform plain English descriptions into simulation models within environments like Claude.

Laya Browser Agent

Local, open-source Jev alternative: browser agent decisions with Laya (System One model) on your own machine. No cloud, no API key. Playwright/CDP, MCP-friendly.

Trustabl Azure Devops

Agent Reliability Analyzer for Azure Pipelines: find agent reliability issues

Webpage MCP

Turn your existing webpages into an MCP server for agent control

Dcp AI

Accountability protocol for autonomous AI agents on open networks

MCP Documents Reader

Model Context Protocol (MCP) server exposes tools to read multiple document types including DOCX, PDF, Excel, and TXT. This has been tested on Trae Desktop.

Akyn SDK

Turn any data source into an MCP server in 5 minutes. Build AI-agents-ready knowledge bases.

Web API MCP

Self-hostable MCP server for the Oxylabs Web API

Claude Scientific Skills Desktop

A Claude Desktop extension (.mcpb) that delivers the claude-scientific-skills corpus via a tiny librarian tool surface. Built as a self-contained Bun binary (no Node/Python required for users). Offline fat bundle by default; optional thin/auto-update mode.

Heinrich The Inventing Machine

An open-source AI system for TRIZ-based inventive problem solving with interpretable, step-by-step reasoning flow

Hoot

MCP Testing Tool — Like Postman, but for the Model Context Protocol.

Cyberagents Exchange

Community-contributed agents, skills, MCP servers, and playbooks for the CyberAgents Exchange