The MCP Trust Index.

VFS DMS ChatGPT Plugin

by mergi72

Enables read-only file-management operations from AI assistants, including health checks, connection and folder listings, search, share-link resolution, metadata retrieval, and on-demand document reading.

mergi72/vfs-dms-chatgpt-plugin

horizun-revit-mcp

by horizungroup

Open-source MCP for Autodesk Revit 2023–2027. Downloadable Windows installer with runtime included; no Git or .NET SDK required. Typed BIM automation, families and model verification.

HorizunGroup/horizun-revit-mcp

ai-asset-pricing

by monda9837

Build AI-assisted asset pricing research workflows for WRDS, factor models, PyBondLab, automation, and LaTeX writing

monda9837/ai-asset-pricing

code-assistant

by stippi

An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode.

stippi/code-assistant

sentinelx-cloud-core

by pensados

SentinelX agent: outbound-only agent that exposes your Linux, macOS, and Windows servers as MCP tools to Claude.ai and ChatGPT

pensados/sentinelx-cloud-core

Ketos

by factor241

Local-first visual builder and runtime for extensible AI workflows

factor241/Ketos

raindrop-brave-sync

by rajatrv-fullstack

Bookmarks that file themselves: an LLM classifies your Raindrop.io library and mirrors it onto Brave's bookmarks bar within a minute. Documents the Chromium and Brave internals nobody else has written down: the UTF-16LE bookmark checksum, Brave's native-messaging manifest path, and why packing a CRX permanently poisons your extension id.

rajatrv-fullstack/raindrop-brave-sync

DataMineAna

by fengxiaoxiao-001

Provides a comprehensive MCP server for data preprocessing, analysis, mathematical modeling, and visualization, enabling agents to load, clean, analyze, model, and plot data with tracking and dynamic method extension capabilities.

Fengxiaoxiao-001/DataMineAna-MCP

llmtrim

by fkiene

Local proxy that compresses your LLM API requests so you pay less, with no change to the answers. Trims wasted tokens from prompts, history, tool output, and code before they're sent: -31% input / -74% output, measured live. Any provider, no extra model calls. Also an MCP server and embeddable library (Rust, Python, Ruby, Kotlin, Swift, JS/TS).

fkiene/llmtrim

outline-mcp

by ynishi

Tree-structured knowledge base as an MCP server, giving LLM sessions a persistent, editable knowledge tree with browsing, annotation, and context injection.

ynishi/outline-mcp

sysrepo-mcp-server

by geneo-5

Sysrepo MCP Server

Geneo-5/sysrepo-mcp-server

episoda-core-mcp

by lalithbuilds

Episoda Core MCP: Zero-dependency, Ebbinghaus auto-decaying cognitive memory MCP server for AI coding assistants (Claude Desktop, Cursor, Windsurf, Cline).

lalithbuilds/episoda-core-mcp

holdfast

by sertelegger

MCP server giving AI agents a persistent, PTY-backed shell environment — real interactive sessions, deterministic prompt detection, and secret-safe input

Sertelegger/holdfast

cursor-kit

by bossmann007

Cursor-native toolkit for disciplined agent development.

Bossmann007/cursor-kit

gdb-cli

by cerdore

A GDB debugging tool designed for AI Agents (Claude Code, etc.)

Cerdore/gdb-cli

mcpwall

by hardonian

Local-first policy firewall + audit proxy for MCP stdio servers. Guard every tool call.

Hardonian/mcpwall

10xdev-cli

by sivakoneti

Autonomous meta-harness for AI coding agents: context-as-code, SDLC linting, visual multiplexer dispatch, and DAG swarm execution. Zero dependencies.

sivakoneti/10xdev-cli

tezgah

by r1z4x

One shared working contract for every AI coding assistant you run: Claude Code, Codex, Cursor, opencode, dsh and oh-my-pi (omp).

r1z4x/tezgah

awesome-agent-harness-benchmarks

by zeredy879

Evidence-aware catalog of 115 AI agent & harness benchmarks: workloads, graders, environments, limitations, and harness attribution.

zeredy879/awesome-agent-harness-benchmarks

Clockodo MCP Server

by inevs

A TypeScript-based MCP server that integrates with the Clockodo time tracking API, enabling access to users, time entries, and projects.

inevs/clockodo-mcp

langstate

by hermes-labs-ai

Inspectable context compression for LLM conversations: turn older history into visible scaffold state, keep recent turns verbatim, and check named facts with lexical receipts.

hermes-labs-ai/langstate

the-bridge

by kup-ip

Native macOS menu-bar app that turns your Mac into an MCP server for Notion AI agents and local coding clients.

KUP-IP/the-bridge

hermes-skills

by jahfaliabdulrahman-dev

Production-grade agent skills for Flutter, DevOps & agent operations — generated facts, not remembered ones

jahfaliabdulrahman-dev/hermes-skills

dowse

by ltspace

Windows-native full-disk search: file names, document contents, and text inside screenshots. Acrylic command palette on Alt+`. Rust · tantivy · Tauri. 本地全盘搜索：文件名、文档内容、截图文字。

ltspace/dowse

memory-cloud

by kagura-ai

Adaptive memory for AI agents & teams — beyond RAG. Self-hosted MCP server that gets smarter every time you search: hybrid search + a neural memory graph that learns. Works with Claude, ChatGPT & any MCP client.

kagura-ai/memory-cloud

product-design-skill

by steve-8000

코딩 에이전트용 단일 디자인 진입점 스킬 — 제품/시장 이해에서 Figma 설계, 구현, 드리프트 정합까지

steve-8000/product-design-skill

remote-mcp-apim-functions-python

by azure-samples

Acts as an AI Gateway for MCP servers using Azure API Management, implementing the latest MCP Authorization specification.

azure-samples/remote-mcp-apim-functions-python

MCP Pytest Server

by silencewuj

An MCP-compliant server that enables the execution of pytest test suites and the storage of results into a QA platform database. It allows AI models to trigger test runs, track execution progress, and retrieve historical test data through specialized tool interfaces.

SilenceWuJ/mcp-pytest-server

hermchat

by yangwenhua212

HxSync: An Android AI Agent client with 4-tier scheduling (local/API/remote/gateway), MCP-compatible memory, and human-in-the-loop confirmations. Bring your own LLM.HxSync 是口袋里的 AI Agent 客户端：四档调度（本地/API/远端/网关），MCP 记忆内核，人在回路确认卡。自带模型，也可接你自己的 AI 服务。

yangwenhua212/hermchat

mcp-orchestrator-framework

by acsgenui

A configurable MCP server that enables creating custom analysis tools through JSON configuration, with built-in frameworks for error handling, self-evaluation, security guardrails, and output artifacts.

ACSGenUI/mcp-orchestrator-framework

Arai

by taniwhaai

* taniwhaai/arai 🦀 🏠 🍎 🪟 🐧 - Policy enforcement for AI coding agents derived from existing instruction files (CLAUDE.md, .cursorrules, .windsurfrules, .github/copilot-instructions.md) — no separate YAML to maintain. Rules with prohibitive predicates (never, forbids, must_not) emit permissionDecision: deny to block tool calls in Claude Code; advisor

taniwhaai/arai

MQTT Bridge

by baiyanlong

MCP server bridging AI agents to IoT devices via MQTT protocol, with device discovery, sensor data access, and command execution over SSE and stdio.

baiyanlong/mqtt-mcp-server

tero-mcp-lite

by tzervas

A lightweight MCP server that enables querying a project's corpus (docs, decisions, issues, skills) with cited answers and typed refusals via stdio JSON-RPC 2.0.

tzervas/tero-mcp

kelta

by kelta-io

Open-source, MCP-native application platform — declarative schema, flows, and approvals over a REST API and an MCP server.

kelta-io/kelta

AdventedHUD

by av151318

Turns an LLM agent into a personal planner by providing atomic context (roles, goals, decision matrix) and routing classified items to Obsidian, with optional projection to Google Calendar and Tasks.

av151318/AdventedHUD

Meitre MCP Server

by matiasbattocchia

Connects AI assistants to the Meitre restaurant reservation platform, enabling operations like checking availability, searching reservations, booking, rescheduling, and canceling through natural language.

matiasbattocchia/meitre-mcp

repopack MCP server

by diegonogueiradev

Serves local and remote repositories over MCP, enabling AI models to search and retrieve code snippets, file contents, and repository structures on demand.

DiegoNogueiraDev/repopack

korea-mcp-index

by sallim-app

한국 데이터 MCP 서버를 직접 붙여서 재고 그 값을 공개하는 실측 목록 — 측정 스크립트와 원자료 포함

sallim-app/korea-mcp-index

bicmath

by nikoma

BicMath is a modular Rust computation engine for mathematics, statistics, finance, and optimization. Available through MCP, CLI, Rust API, and WebAssembly—with exact arithmetic, explicit precision, and verifiable results.

nikoma/bicmath

milimovideo

by mainza-ai

The AI-Native Cinematic Studio. A professional Non-Linear Editor (NLE) for filmmakers.

mainza-ai/milimovideo

mcp-truth-check

by blasrodri

truth is a deterministic fact-checker for the claims an AI coding agent makes about its own work.

blasrodri/truth

xiaozhi-esp32

by 78

An MCP-based chatbot | 一个基于MCP的聊天机器人

78/xiaozhi-esp32

perfetto-mcp-rs

by tooluse-labs

MCP server for analyzing Perfetto traces with LLMs — query .pftrace files in PerfettoSQL via Claude Code or any MCP client

tooluse-labs/perfetto-mcp-rs

claude-homelab

by jmagar

Comprehensive Agents, Commands, Hooks, and Skills for homelab service management - media automation, infrastructure monitoring, document management, and more

jmagar/claude-homelab

mcp-builder

by vypivshiy

A declarative compiler that builds zero-dependency native static binary Model Context Protocol (MCP) servers from KDL specifications in pure Rust.

vypivshiy/mcp-builder

ai-news-intelligence

by himanshu231204

AI intelligence agent that monitors, analyzes, and delivers high-signal AI news, research breakthroughs, and open-source developments.

himanshu231204/ai-news-intelligence

memstack-skills

by cwinvestments

Enables Claude Code with 127 professional skills for deployment, security, databases, content, marketing, and more, activating automatically when needed.

cwinvestments/memstack