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.

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Showing 48 of 2289 reports in MCP.
nageoffer
ragent
90VERIFIED

企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景,从 0 到 1 完整工程实现。

MCP Server
4.2kJava
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nowork-studio
NotFair
90VERIFIED

Open-source SEO, GEO, and marketing skills for AI agents.

MCP Server
3.9kPython
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punitarani
fli
90VERIFIED

Google Flights MCP, CLI and Python Library

MCP Server
3.2kPython
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kagent-dev
kagent
90VERIFIED

Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord

MCP Server
4.0kGo
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huangjunsen0406
py-xiaozhi
90VERIFIED

Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.

MCP Server
3.5kPython
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opensquilla
opensquilla
90VERIFIED

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

MCP Server
7.1kPython
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aiming-lab
SimpleMem
90VERIFIED

[ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

MCP Server
3.8kPython
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Atmosphere
atmosphere
90VERIFIED

Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3. Speaks MCP, A2A, and AG-UI.

MCP Server
3.8kJava
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evalstate
fast-agent
90VERIFIED

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

MCP Server
3.9kPython
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Galaxy-Dawn
claude-scholar
90VERIFIED

Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.

MCP Server
5.8kPython
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VoltAgent
voltagent
90VERIFIED

AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework

MCP Server
10.8kTypeScript
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kubeshark
kubeshark
90VERIFIED

eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.

MCP Server
12.1kGo
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Portkey-AI
gateway
90VERIFIED

A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

MCP Server
13.2kTypeScript
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googleapis
mcp-toolbox
90VERIFIED

MCP Toolbox for Databases is an open source MCP server for databases.

MCP Server
16.6kGo
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microsoft
mcp-for-beginners
90VERIFIED

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

MCP Server
17.4kJupyter Notebook
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alibaba
page-agent
90VERIFIED

JavaScript in-page GUI agent. Control web interfaces with natural language.

MCP Server
29.4kTypeScript
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PrefectHQ
fastmcp
90VERIFIED

🚀 The fast, Pythonic way to build MCP servers and clients.

MCP Server
28.0kPython
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agentscope-ai
agentscope
90VERIFIED

Build and run agents you can see, understand and trust.

MCP Server
33.1kPython
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wshobson
agents
90VERIFIED

Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, Google Antigravity, and Pi

MCP Server
40.4kPython
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aaif-goose
goose
90VERIFIED

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

MCP Server
55.2kRust
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punkpeye
fastmcp
90VERIFIED

A TypeScript framework for building MCP servers.

MCP Server
3.3kTypeScript
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zhangpanda
gomcp
90VERIFIED

The fast, idiomatic way to build MCP servers in Go. Gin-like DX with struct-tag auto schema, middleware, adapters for Gin/OpenAPI/gRPC.

MCP Server
14Go
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Nyrok
flompt
90VERIFIED

flow + prompt = flompt - Visual AI Prompt Builder. Decompose, edit as flowchart, recompile into optimized machine-readable prompts

MCP Server
152TypeScript
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aarifmms
keyblind
90VERIFIED

keyblind

MCP Server
3TypeScript
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yuna0x0
hackmd-mcp
90VERIFIED

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

MCP Server
68TypeScript
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PSPDFKit
nutrient-document-engine-mcp-server
90VERIFIED

A Model Context Protocol (MCP) server implementation exposes document processing capabilities through natural language, supporting both direct human interaction and AI agent tool calling.

MCP Server
62TypeScript
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nach-dakwale
instadomain-mcp
90VERIFIED

MCP server that lets AI agents register domains instantly. Stripe + x402 crypto payments, Cloudflare DNS, bulk checks, renewals, transfers.

MCP Server
4Python
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andybrandt
mcp-simple-timeserver
90VERIFIED

Simple MCP to give Claude ability to check current time as well as know when holidays are, what is the time distance between dates etc.

MCP Server
34Python
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urldna
mcp
90VERIFIED

urlDNA MCP server

MCP Server
7Python
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jmagar
unraid-mcp
90VERIFIED

Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports system info, Docker, VMs, array/parity, notifications, plugins, rclone, and live telemetry.

MCP Server
136Python
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ruvnet
sublinear-time-solver
90VERIFIED

Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. Exposes Neumann series, push, and hybrid random-walk algorithms with npm/npx CLI and Flow-Nexus HTTP streaming for swarm cost propagation and verification.

MCP Server
91Rust
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spences10
mcp-n8n-builder
90VERIFIED

🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST API.

MCP Server
86TypeScript
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hloiseau
mcp-gopls
90VERIFIED

Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, tests, coverage, and tooling.

MCP Server
104Go
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AgentToolkit
altk-evolve
90VERIFIED

Self improving agents through iterations

MCP Server
123Python
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IvanMurzak
Unity-AI-Animation
90VERIFIED

MCP Tools for Unity Animation — create and edit clips and animators with AI.

MCP Server
115C#
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ZenNotes
zennotes
90VERIFIED

Keyboard-first local Markdown notes with Vim motions, diagrams, and MCP integration.

MCP Server
2.5kTypeScript
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lasso-security
mcp-gateway
90VERIFIED

A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.

MCP Server
395Python
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decocms
studio
90VERIFIED

Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar

MCP Server
409TypeScript
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appium
appium-mcp
90VERIFIED

Appium MCP on Steroids!

MCP Server
493TypeScript
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astronomer
agents
90VERIFIED

AI agent tooling for data engineering workflows.

MCP Server
451Python
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juyterman1000
entroly
90VERIFIED

Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.

MCP Server
474Python
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apify
mcpc
90VERIFIED

The most compatible MCP CLI client. Supports: tools, resources, prompts, completions, async tasks, skills, stdio and Streamable HTTP (MCP 2026-07-28 and 2025-11-25). Persistent sessions, OAuth 2.1 with DCR, CIMD, client credentials, and ID-JAG, OS keychain, --json for code mode, grep across servers, proxy for AI sandboxes, x402 & more.

MCP Server
996TypeScript
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golf-mcp
golf
90VERIFIED

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

MCP Server
840Python
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promptise-com
Foundry
90VERIFIED

The foundation layer for agentic intelligence.

MCP Server
873Python
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mrkrsl
web-search-mcp
90VERIFIED

A simple, locally hosted Web Search MCP server for use with Local LLMs

MCP Server
1.2kTypeScript
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pathintegral-institute
mcpm.sh
90VERIFIED

CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.

MCP Server
1.0kPython
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TencentCloudBase
CloudBase-MCP
90VERIFIED

Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.

MCP Server
1.1kTypeScript
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ascending-llc
jarvis-registry
90VERIFIED

Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.

MCP Server
3.5kPython
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