Trust Reports

Independent Trust Reports for public GitHub repos — security, code quality, license, and completeness scored 0–100. Maintainers can claim their listing in 30 seconds.

Verify a repoFree · 25 seconds · No login
5461
indexed
2255
verified
2
claimed

Top scoring · Verified

Showing 48 of 2289 reports in MCP.
bytechefhq
bytechef
85REVIEWED

Open-source AI agents and workflow automation. Self-host or embed in your SaaS. Apache 2.0 alternative to n8n and Zapier.

MCP Server
1.0kJava
View Trust Report
agentscope-ai
agentscope-runtime
85REVIEWED

A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.

MCP Server
876Python
View Trust Report
obot-platform
obot
85REVIEWED

Complete AI Governance Platform from Obot AI

MCP Server
1.1kGo
View Trust Report
Haohao-end
openagent
85REVIEWED

What if OpenAI Deep Research and Dify were one platform? OpenAgent — harness architecture for rapidly building vertical AI agents, with deep reasoning loops, visual workflows, RAG, and A2A delegation.

MCP Server
779Python
View Trust Report
asciimoo
hister
85REVIEWED

Your own search engine

MCP Server
6.0kGo
View Trust Report
joey-zhou
xiaozhi-esp32-server-java
85REVIEWED

小智ESP32的Java企业级管理平台,提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案

MCP Server
1.4kJava
View Trust Report
moyangzhan
langchain4j-aideepin
85REVIEWED

AI 应用平台(聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆) | AI application platform (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)

MCP Server
1.4kJava
View Trust Report
MiniMax-AI
MiniMax-MCP
85REVIEWED

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

MCP Server
1.6kPython
View Trust Report
repowise-dev
repowise
85REVIEWED

Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

MCP Server
7.6kPython
View Trust Report
srbhptl39
MCP-SuperAssistant
85REVIEWED

Brings MCP to ChatGPT, DeepSeek, Perplexity, Grok, Gemini, Google AI Studio, OpenRouter, DeepSeek, T3 Chat and more...

MCP Server
2.6kTypeScript
View Trust Report
cheshire-cat-ai
core
85REVIEWED

AI agent microservice

MCP Server
3.1kPython
View Trust Report
remorses
playwriter
85REVIEWED

Chrome extension & CLI to let agents control your browser. Runs Playwright snippets in a stateful sandbox. Available as CLI or MCP

MCP Server
4.0kTypeScript
View Trust Report
iflytek
astron-agent
85REVIEWED

Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.

MCP Server
8.9kJava
View Trust Report
open-metadata
OpenMetadata
85REVIEWED

The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

MCP Server
15.4kTypeScript
View Trust Report
sickn33
antigravity-awesome-skills
85REVIEWED

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,400+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

MCP Server
47.5kPython
View Trust Report
Kong
kong
85REVIEWED

🦍 The API and AI Gateway

MCP Server
44.3kLua
View Trust Report
dmae97
open-multi-agent-kit
85REVIEWED

Open-source coding agent CLI. Switch models in one session and finish explicit goals against checks you approve.

MCP Server
145TypeScript
View Trust Report
conorluddy
xc-mcp
85REVIEWED

XCode CLI & Simulator MCP. Progressive disclosure of tool responses reduces context and token waste. Lets AI agents build, run and drive iOS apps — without drowning in Xcode's output.

MCP Server
97TypeScript
View Trust Report
aahl
mcp-aktools
85REVIEWED

📈 提供股票、加密货币的数据查询和分析功能MCP服务器

MCP Server
390Python
View Trust Report
davekilleen
Dex
85REVIEWED

Your AI Chief of Staff — a personal operating system starter kit that adapts to your role. No coding required.

MCP Server
494Python
View Trust Report
skygazer42
pokemon-chat
85REVIEWED

基于 LightRAG、LangGraph、MCP、RagFlow、微调LLMs宝可梦主题的智能聊天助手

MCP Server
408Python
View Trust Report
instavm
coderunner
85REVIEWED

A local sandbox for your AI agents

MCP Server
893Python
View Trust Report
Joooook
12306-mcp
85REVIEWED

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

MCP Server
2.3kJavaScript
View Trust Report
Azure-Samples
AI-Gateway
85REVIEWED

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

MCP Server
996Jupyter Notebook
View Trust Report
jarrodwatts
claude-delegator
85REVIEWED

Delegate tasks to Codex and Gemini directly from within Claude Code.

MCP Server
1.0kJavaScript
View Trust Report
skalesapp
skales
85REVIEWED

Personal AI agent for macOS, Windows, Linux, Android & iOS. Set a goal, it works alone: coding (Skales Code), desktop + browser automation, autonomous scheduled Tasks. Teams of agents and humans across paired desktops. Agent2Agent, MCP, computer use, voice, local LLMs (Ollama), Agent Skills (SKILL.md). 26 AI providers, BYOK. No Docker, no terminal.

MCP Server
1.9k
View Trust Report
yokingma
SearChat
85REVIEWED

Search + Chat = SearChat(AI Chat with Search), Support OpenAI/Anthropic/VertexAI/Gemini, DeepResearch, SearXNG, Docker. AI对话式搜索引擎,支持DeepResearch, 支持OpenAI/Anthropic/VertexAI/Gemini接口、聚合搜索引擎SearXNG,支持Docker一键部署。

MCP Server
1.1kTypeScript
View Trust Report
FireRedTeam
FireRed-OpenStoryline
85REVIEWED

FireRed-OpenStoryline is an AI video editing agent that transforms manual editing into intention-driven directing through natural language interaction, LLM-powered planning, and precise tool orchestration. It facilitates transparent, human-in-the-loop creation with reusable Style Skills for consistent, professional storytelling.

MCP Server
3.5kPython
View Trust Report
icip-cas
PPTAgent
85REVIEWED

An Agentic Framework for Reflective PowerPoint Generation

MCP Server
5.1kPython
View Trust Report
Kiln-AI
Kiln
85REVIEWED

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

MCP Server
5.2kPython
View Trust Report
agent-infra
sandbox
85REVIEWED

All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container.

MCP Server
6.1kPython
View Trust Report
zhkl0228
unidbg
85REVIEWED

Allows you to emulate an Android native library, and an experimental iOS emulation

MCP Server
5.3kJava
View Trust Report
ThinkInAIXYZ
deepchat
85REVIEWED

🐬DeepChat - A smart assistant that connects powerful AI to your personal world

MCP Server
6.4kTypeScript
View Trust Report
Sylinko
Everywhere
85REVIEWED

On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.

MCP Server
6.3kC#
View Trust Report
campfirein
byterover-cli
85REVIEWED

ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)

MCP Server
5.0kTypeScript
View Trust Report
x402node
x402-mcp
85REVIEWED

MCP server bringing 100+ x402-paid APIs to AI agents. Auto-syncs from CDP Bazaar. Stablecoin micropayments via x402 protocol across multi-chain (Base, Solana, Polygon, BNB, EVM). Built for agentic commerce: developer utilities, validators, encoders, generators, M2M payments, autonomous workflows. Works with Claude, Cursor, and any MCP-aware client.

MCP Server
1JavaScript
View Trust Report
lpigeon
ros-mcp-server
85REVIEWED

Connect AI models like Claude & GPT with robots using MCP and ROS.

MCP Server
1.3kPython
View Trust Report
hijaz
postmancer
85REVIEWED

An experimental MCP server Rest Client intended to be a replacement of tools postman & insomnia

MCP Server
28TypeScript
View Trust Report
Coding-Solo
godot-mcp
85REVIEWED

MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.

MCP Server
4.7kJavaScript
View Trust Report
ShipItAndPray
mcp-compress
85REVIEWED

First MCP server for data compression. 60x compression on docs, 30x on SQL, 20x on logs. Zero dependencies. Lossless. Auto-picks best algorithm. 7 tools for any AI agent.

MCP Server
2JavaScript
View Trust Report
zzallirog
weighted-compact
85REVIEWED

Substrate-based context compaction for Claude Code. Inspectable signal weights, local-only, MCP-ready. Alternative to /compact + hook-based capture (claude-mem, etc.).

MCP Server
4Python
View Trust Report
quietnotion
barevalue-mcp
85REVIEWED

MCP server for Barevalue AI podcast editing API. Submit and manage podcast editing orders from Claude Code, Cursor, and other MCP-compatible tools.

MCP Server
2JavaScript
View Trust Report
wise-vision
mcp_server_ros_2
85REVIEWED

Advanced MCP Server ROS 2 bridging AI agents straight into robotics

MCP Server
83Python
View Trust Report
imprvhub
mcp-status-observer
85REVIEWED

Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.

MCP Server
8TypeScript
View Trust Report
stape-io
google-tag-manager-mcp-server
85REVIEWED

MCP server for Google Tag Manager

MCP Server
181TypeScript
View Trust Report
hyperb1iss
lucidity-mcp
85REVIEWED

AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prompts.

MCP Server
89Python
View Trust Report
seekrays
mcp-monitor
85REVIEWED

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.

MCP Server
87Go
View Trust Report
cg3-llc
prior_mcp
85REVIEWED

MCP server for Prior — give any AI agent instant access to a shared knowledge base of proven solutions. Works with Claude Desktop, Cursor, Windsurf, and VS Code.

MCP Server
3JavaScript
View Trust Report