The MCP Trust Index.

lilyco

by lilyco-42

让人类远离计算机，AI 可做任何事 —— 一个 struct 派生 CLI/TUI/Web/MCP 四端，天生 AI-callable：MCP 服务器 + 进度通知 + 采样桥（工具可反向调用 Agent 的 LLM）。一套代码，Windows/Linux/Android 全平台。

lilyco-42/lilyco

octoweb

by muvon

Keyboard-first AI browser for macOS — WebKit + Rust, built-in AI sidebar, isolated workspaces, and an MCP server that lets your agents drive the web.

Muvon/octoweb

loomcycle

by denn-gubsky

The runtime substrate for agentic systems — one Go binary, six LLM providers, MCP-native, configurable as a managed sandbox or full agentic dev environment. Where agents live, talk, and learn.

denn-gubsky/loomcycle

NestRS

by yv17labs

The Rust framework for modular, scalable backends — you write the business logic, it carries the rest.

YV17labs/NestRS

godot-mcp-go

by regiellis

Build, inspect, test, and debug Godot games from your terminal. Automate repetitive work with scripts, or let an agent use the same commands. No agent, model, or AI account is required. MCP is an optional interface.

regiellis/godot-mcp-go

code-nexus

by iksnerd

Code intelligence MCP server — graph-powered semantic search, call graph traversal, and impact analysis for any codebase

iksnerd/code-nexus

flowlite

by writes-the-spec

A job scheduler and orchestrator in a single Rust binary. Point it at a directory of YAML and it runs your jobs — cron schedules, retries, timeouts, notifications, a web UI, a CLI and an MCP server, over one SQLite file.

writes-the-spec/flowlite

alexandria

by cebarks

Long-term memory for AI agents. MCP server with local embeddings, heat-based recall, and hierarchical clustering on embedded SurrealDB.

cebarks/alexandria

engram

by overcuriousity

A trace of everything worth keeping. Self-hosted personal knowledge base with semantic retrieval over Qdrant, a web UI, a REST API, and an MCP server.

overcuriousity/engram

Discord MCP Server

by suvidha-2401

A comprehensive Model Context Protocol server that enables interaction with Discord for channel management, message searching, and automated communication. It features enterprise-grade security with multi-tenant authentication, rate limiting, and real-time monitoring via a built-in inspector dashboard.

suvidha-2401/Discord-MCP

h5i

by h5i-dev

Integrated sandbox for coding agents. Browser, dependencies, dev server, and workspace in one disposable environment. Local-first. No hosted sandbox. No SaaS account required.

h5i-dev/h5i

Get Gather

by remotebrowser

A containerized service that enables MCP clients to interact with data and perform actions through a remote browser environment. It supports live streaming of the container desktop and offers proxy configuration for location-based browser sessions.

remotebrowser/remotebrowser

chatspeed

by aidyou

An AI chat proxy with universal tool access, protocol conversion, load balancing, key isolation, prompt enhancement, centralized MCP hub, and built-in WebSearch & WebFetch — more than an AI assistant for chat, translation, mind maps, flowcharts, and search.

aidyou/chatspeed

jira-insights-mcp

by aaronsb

An MCP server that allows management of Jira Insights (JSM) asset schemas, enabling CRUD operations for object schemas, object types, and objects through the Model Context Protocol.

aaronsb/jira-insights-mcp

smart-tree

by 8b-is

Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership memory. Crafted with care by human + AI—accept no knock-offs.

8b-is/smart-tree

cap-evolve

by skillberry-ai

Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.

skillberry-ai/cap-evolve

product-cli

by hafeok

MCP server for the Product Framework that enables agents to author and verify a What/How graph, with a live web view for visualizing the domain model, event flows, and system maps.

Hafeok/product-cli

labview-mcp

by zuehlke

The best way out there for any AI to connect to LabVIEW.

Zuehlke/labview-mcp

kamra-pms

by kamra-pms

Open-source hotel & short-term rental PMS - front desk, booking engine, folios & GST/tax billing, housekeeping, POS, WhatsApp. Agent-ready via MCP (Claude). Built on Frappe. AGPL-3.0.

Kamra-PMS/kamra-pms

OneSkills

by onescience-ai

A skill library for AI-native scientific research. Reusable skills for workflow orchestration, coding, runtime submission, and environment setup. Works with Claude Code, Codex CLI, Trae.

onescience-ai/OneSkills

chatgpt_python

by abishpius

Chatgpt Projects in Python

abishpius/chatgpt_python

seiche

by beepboop2025

Open-source money-market and capital-transmission terminal for US dollar funding stress, with public world-market and China macro context, API and MCP.

beepboop2025/seiche

caura

by caura-ai

Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

caura-ai/caura

Unraid MCP

by dinglebear-ai

MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.

dinglebear-ai/unraid

graphrag-toolkit

by awslabs

Python toolkit for building graph-enhanced GenAI applications

awslabs/graphrag-toolkit

Blitz

by blitzdotdev

Gives AI agents full control over the iOS development lifecycle through a native macOS app providing simulator management, device control, database operations, and App Store Connect integration.

blitzdotdev/blitz-mac

memtrace-public

by syncable-dev

Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.

syncable-dev/memtrace-public

Adrian

by gratianahydrokinetic908

Monitor and control AI agent behavior with open-source runtime security tools.

Gratianahydrokinetic908/Adrian

Talos

by talos-kernel

Self-hosted AI agent for terminal and Telegram, with Claude/Codex workers, live activity and a deterministic permission kernel.

talos-kernel/Talos

mind-mem

by star-ga

Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware, local-first, zero-infrastructure.

star-ga/mind-mem

sftp-helper

by warith-harchaoui

Provides SFTP file operations (upload, download, check existence, create directories) via MCP tools.

warith-harchaoui/sftp-helper

feishu-claude-code

by yixin-1024

cc-lark — a multi-agent fleet platform that uses your IM group as the bus. Fan out 7 parallel sub-agents across 6 model backends, cross-model cosign, runtime MCP that outlives the turn. 飞书 / Lark / Telegram × 多 Agent 舰队。

yixin-1024/feishu-claude-code

mwe-mcp

by fr4nz82

Persistent, structured memory for AI agents — a human-readable Markdown wiki, multi-user with per-fragment ACL, self-organizing overnight. Agent-agnostic via MCP. Self-hosted, AGPL.

Fr4nZ82/mwe-mcp

agentflare

by getappz

Run AI coding agents efficiently, and coordinate more than one of them. Zero fluff, zero runtime deps.

getappz/agentflare

JeikCode

by jeikl

极速、自主的终端开源 AI Coding Agent (Rust 驱动) | AST 微结构检索 · 稳定 KV Cache · 五级工具自愈

jeikl/JeikCode

aider-genius-mode

by udithishanka

udithishanka/aider-genius-mode

skill-scanner

by shrav89

🔍 Discover and analyze AI skills in your projects with Skill Scanner to enhance development and improve security.

shrav89/skill-scanner

althea-mcp

by tiptreesystems

Connects your personal Althea AI assistant to MCP-compatible tools like Codex and Claude, allowing you to send messages and retrieve conversation history.

tiptreesystems/althea-mcp

mcp-lsopenapi

by redoxnet

Enables AI assistants to query Korean stock market data, charts, portfolio, and LS Securities account information through natural language.

redoxnet/mcp-lsopenapi

CyberGuard

by elsechord

Evidence-driven autonomous SOC team on AgentTeams: hash-bound approvals, HMAC audit chain, rollback and reproducible attack scenarios — auditable governance primitives for agent infrastructure.

elsechord/CyberGuard

Snowflake MCP Server

by sandipsingha

Enables Snowflake data operations through a Python FastAPI server with Prefect orchestration, deployable to Prefect Cloud.

sandipsingha/mcp_snowflake

akasha

by inferlabshq

A local vault for AI agents — credentials your agents can use but never read, with a full audit trail. Local-first, Apache-2.0.

inferlabshq/akasha

sipnab

by normb

SIP & RTP capture, analysis, and security tool. One binary, one dependency (libpcap), built in Rust.

NormB/sipnab

butler-memory-mcp

by andyyang12345

MCP server providing layered, PostgreSQL-backed long-term memory for AI agents with versioned, audited writes and sensitive candidate filtering. Agents persist only explicitly requested facts, preferences, and project context via MCP tools.

AndyYang12345/butler-memory-mcp

Sylveste

by mistakeknot

Autonomous software development agency platform — orchestrates agents by human/machine comparative advantage

mistakeknot/Sylveste

master-ai-cli

by ebey317

Master AI — Local-first AI agent CLI with vision, voice, MCP integration, and multi-provider routing. Built from scratch because I couldn't afford the subscription. 236 files, 63K lines, 57 tests.

ebey317/master-ai-cli

nur-cli

by nuroctane

NurCLI: Fully-loaded, SOTA cost-efficient coding agent command-line interface.

nuroctane/nur-cli