The MCP Trust Index.

objectstack

by objectstack-ai

Apps small enough for AI to hold whole. ObjectStack turns the whole app — data model, UI, workflows, permissions — into typed metadata: a complete CRM in under 150k tokens, one context window. Agents read it whole, reason it whole, refactor it whole.

objectstack-ai/objectstack

blog2video

by firebird-technologies

Turn your blogs to videos, while retaining your voice

FireBird-Technologies/blog2video

hivebox

by tetiai

Lightweight Linux sandbox for AI agents. Kernel-native isolation (namespaces, cgroups, seccomp, Landlock) with REST API, MCP bridge, and web dashboard. Single Rust binary.

TetiAI/hivebox

mnemosyne

by mnemosyne-oss

Zero-cloud AI memory that works everywhere. SQLite-backed. One pure-Python dependency.

mnemosyne-oss/mnemosyne

MCP Framework

by quantgeekdev

A framework for writing MCP (Model Context Protocol) servers in Typescript

QuantGeekDev/mcp-framework

schedcp

by eunomia-bpf

MCP Server for Linux Scheduler Management and Auto optimization

eunomia-bpf/schedcp

director

by fdmtl

MCP Playbooks for AI agents

fdmtl/director

pi

by tgyd-helige

Pluggable extension packages for the Pi AI-agent runtime. Each package exposes LLM-callable tools via MCP — covering IM workspace integrations (Lark, DingTalk, WeCom), browser & computer automation, persistent memory, telemetry, task scheduling, image generation, web access, security policies, and more.

TGYD-helige/pi

Azure-Samples/remote-mcp-functions-dotnet

by azure-samples

This is a quickstart template to easily build and deploy a custom remote MCP server to the cloud using Azure functions. You can clone/restore/run on your local machine with debugging, and `azd up` to have it in the cloud in a couple minutes. The MCP server is secured by design using

Azure-Samples/remote-mcp-functions-dotnet

agent-safe-pipeline

by decionis

Reference architecture for AI agents that propose actions but cannot authorize them — immutable intent capture, an independent Decionis policy verdict (ALLOW/ESCALATE/BLOCK), verified human approval, and a SafeExecutor that consumes a single-use intent-bound grant.

decionis/agent-safe-pipeline

juror

by juror-ai

Cheaper and better Greptile alternative runs on your own github actions.

Juror-AI/juror

primefaces/primeng

by primefaces

Model Context Protocol (MCP) server for PrimeNg component library

primefaces/primeng

langfuse-mcp

by avivsinai

A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability

avivsinai/langfuse-mcp

dembrandt

by dembrandt

Extract any website’s design system into tokens in seconds: logo, colors, typography, borders & more. One command.

dembrandt/dembrandt

heroui-inc/heroui-mcp

by heroui-inc

MCP server for HeroUI component documentation via Model Context Protocol

heroui-inc/heroui-mcp

kintone/mcp-server

by kintone

The official MCP Server for kintone

kintone/mcp-server

exstruct

by harumiweb

Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.

harumiWeb/exstruct

trailblaze

by block

🥾 AI-Driven UI Testing Framework with Recorded Trails

block/trailblaze

redd-archiver

by 19-84

A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggregator platforms including Reddit, Voat, and Ruqqus.

19-84/redd-archiver

brigade

by escoffier-labs

Track work, verify results, carry memory, and sync tools across coding agents. Local files, no daemon.

escoffier-labs/brigade

skrun

by skrun-dev

Deploy any Agent Skill as an API via POST /run. The open-source multi-model alternative to Claude Managed Agents, Microsoft Foundry & Mistral/Koyeb — works with any LLM.

skrun-dev/skrun

executor

by usefulsoftwareco

The missing integration layer for AI agents. Let them call any OpenAPI / MCP / GraphQL / custom js functions in secure environment.

UsefulSoftwareCo/executor

Douyin_TikTok_Download_API

by evil0ctal

🚀 Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST API, MCP server, CLI and web console for posts, profiles, comments and playlists. Self-healing identity pool, PostgreSQL archive, one docker compose up. 抖音、TikTok 数据采集与无水印视频下载 API，自托管，支持 MCP 调用与 Docker 一键部署。

Evil0ctal/Douyin_TikTok_Download_API

mcp-clickhouse

by clickhouse

ClickHouse database integration with schema inspection and query capabilities

ClickHouse/mcp-clickhouse

X API FastMCP Server

by xdevplatform

A local MCP server that exposes the X API (formerly Twitter API) as tools, enabling operations like posting, searching, user management, and more via natural language commands.

xdevplatform/xmcp

zana

by salesforce

Run, schedule, and coordinate fleets of coding agents from one desktop app

salesforce/zana

magic

by polterguy

Instant SECURE Full Stack Apps and AI Agents

polterguy/magic

mcp-client-capabilities

by apify

Index of all Model Context Protocol (MCP) clients and their capabilities

apify/mcp-client-capabilities

mcp-proxy

by sparfenyuk

A bridge between Streamable HTTP and stdio MCP transports

sparfenyuk/mcp-proxy

bn-ebpf-solana

by otter-sec

Binary Ninja plugin for Solana eBPF

otter-sec/bn-ebpf-solana

uisight

by sololabstr

Your AI can already see the screen — it just can't measure it. Live mobile+desktop sessions, a measurement engine (contrast, touch targets, theme drift) reporting findings as text, and a panel you and your agent share. MCP server for web/responsive UIs.

sololabstr/uisight

ima2-gen

by lidge-jun

Local-first visual generation runtime and studio for people and coding agents, with reproducible image and video workflows across multiple providers.

lidge-jun/ima2-gen

mcp-hub

by ravitemer

A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring

ravitemer/mcp-hub

colab-mcp

by googlecolab

Bridges a local agent to a Colab session in the browser, enabling seamless interaction with Colab from local clients.

googlecolab/colab-mcp

ai-engineering-hub

by patchy631

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

patchy631/ai-engineering-hub

agents

by cloudflare

Build and deploy AI Agents on Cloudflare

cloudflare/agents

kogiqa-mcp

by atagon-gmbh

This web browser has been designed to help your agent debug and develop complex web applications. (MCP Server)

atagon-GmbH/kogiqa-mcp

AgentCrew

by saigontechnology

Chat application with multi-agents system supports multi-models and MCP

saigontechnology/AgentCrew

onedrive-cli

by lionello

Command line interface and MCP for OneDrive

lionello/onedrive-cli

remote-mcp-functions-python

by azure-samples

Getting Started with Remote MCP Servers using Azure Functions (Python)

Azure-Samples/remote-mcp-functions-python

gram

by speakeasy-api

Securely scale AI usage across your organization. A single stack to Connect, Secure, Observe and Distribute agents, MCPs, and Skills within your company.

speakeasy-api/gram

primefaces/primevue

by primefaces

Model Context Protocol (MCP) server for PrimeVue component library

primefaces/primevue

vmlx

by jjang-ai

vMLX - Use MLX models easily - JANGQ (GGUF for MLX) - Not dependant on mlx_vlm

jjang-ai/vmlx

MCP Router

by mcp-router

MCP Router enables easily manage your MCP (Model Context Protocol) servers with enhanced security

mcp-router/mcp-router

master-fetch

by dondai1234

MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.

dondai1234/master-fetch

Azure-Samples/remote-mcp-functions-typescript

by azure-samples

This is a quickstart template to easily build and deploy a custom remote MCP server to the cloud using Azure functions. You can clone/restore/run on your local machine with debugging, and azd up to have it in the cloud in a couple minutes. The MCP server is secured by design.

Azure-Samples/remote-mcp-functions-typescript