The MCP Trust Index.

fastmcp-server

by helmforgedev

Production-ready FastMCP server image that dynamically loads tools, resources, prompts, and knowledge bases from inline, S3, or Git sources.

helmforgedev/fastmcp-server

GitHub v3 REST API MCP Server

by codeglide

Provides access to GitHub v3 REST API functionality through STDIO mode with FastMCP, enabling users to interact with GitHub resources.

CodeGlide/google-maps-api

MCPishCode

by alkindivv

A self-hosted MCP server that brings a Codex-style coding workflow to ChatGPT, allowing it to read, edit, search, and run code in your local projects.

alkindivv/MCPishCode

Google-Drive Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with Google Drive tools and services through a unified API.

universal-mcp/google-drive

SysControl MCP

by ks6573

Enables Claude Desktop to monitor and control your computer system with 90+ real-time tools covering CPU, RAM, GPU, disk, network, processes, and more, plus extensions for file management, code editing, and web research.

ks6573/SysControl

scpi-mcp

by armchairdeity

An MCP server that enables AI agents to operate an oscilloscope through high-level tools like signal capture and measurement, abstracting vendor-specific SCPI commands.

armchairdeity/mcp-server-scpi

pangu

by mlte0907

盘古 — AI Agent 多模态记忆系统：Wing→Room→Drawer 分层存储、ONNX 本地嵌入语义检索（SQLite FTS5 + RRF 融合）、艾宾浩斯遗忘曲线与神经激活扩散；提供 REST API + MCP 服务，默认暴露 28 个核心工具，可接入 DeepSeek Harness / Claude Code 等任意 MCP 客户端。核心依赖零 torch，56 包约 20 秒装完。

Mlte0907/pangu

MCP Server

by sampad1990

This project implements an MCP-compliant server that allows AI models to discover and invoke tools through a standardized protocol. The server is designed to be modular, with each tool implemented as a separate Python module.

sampad1990/mcp-server

staruml-controller-sysml-mcp

by pontasan

Enables AI assistants to programmatically create and manage SysML diagrams in StarUML.

pontasan/staruml-controller-sysml-mcp

MCP Pulse

by infoshihab

Enables sharing MCP servers with clients, storing tool calls in PostgreSQL, and providing usage analytics via an admin dashboard and API.

infoshihab/mcp-structure

MIDL MCP Server

by midl-ai

Enables AI assistants to interact with the MIDL blockchain, supporting smart contract deployment, balance queries, asset bridging, Bitcoin Rune management, and more through natural language.

midl-ai/mcp-server

Supabase MCP Server

by alpa-const

Connects AI assistants to Supabase projects to manage databases, execute SQL queries, and handle project configurations. It enables tasks like table management, edge function deployment, and log retrieval through the Model Context Protocol.

ALPA-Const/supabase-mcp

GitHub PR MCP Server

by aaaxianyu

Automates GitHub Pull Request analysis using AI, integrating webhooks, OpenAI, and Feishu/Lark knowledge base for structured summaries.

AAAxianyu/MCP_PRDairy

MCP Database Bridge

by buvaneswaraneb

A secure, read-only MCP server that empowers Claude Desktop and AI agents to safely query and inspect local SQLite databases.

buvaneswaraneb/mcp-database-bridge

Quick Data for Windows MCP

by beaulewis1977

A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.

Beaulewis1977/quick-data-for-windows-mcp

pi

by mirusser

mirusser/pi

Smart Reader MCP

by sylphxai

Reads PDF, image, or video files by sniffing format and delegating to specialized sibling MCP servers, extracting facts and metadata without LLMs.

SylphxAI/smart-reader-mcp

Agent Community MCP

by agentcommunity

Enables stdio-only MCP clients to connect to Agent Community's hosted Streamable HTTP MCP server for accessing hosted agents and tools.

agentcommunity/mcp

posbuzz-mcp

by pos-buzz

A local MCP server that exposes the PosBuzz cosmetic analysis SaaS API as MCP tools, enabling AI assistants like Claude Code to interact with the API through natural language.

pos-buzz/posbuzz-mcp

Kontrol

by b-a-m-n

A self-hosted MCP server that enables AI coding agents to read, edit, search, and run code in local projects with human review loops and policy controls.

B-A-M-N/Kontrol

MCP Hub Project

by codehalwell

Repo to hold the code for the mcp server built in Gradio for the agents and mcp hackathon

CodeHalwell/gradio-mcp-agent-hack

cf-mcp

by wojtekkura

Read-only Cloudflare MCP server for SOC investigation, exposing Cloudflare services like WAF, bot management, analytics, and Zero Trust for querying and discovery.

wojtekkura/cf-mcp

playbattlegrid/battlegrid-mcp

by playbattlegrid

BattleGrid MCP server — play crypto prediction games from AI agents

playbattlegrid/battlegrid-mcp

Autodesk MCP Platform

by hjlrosales

Lets any MCP-compatible AI assistant read and edit Autodesk Civil 3D drawings through tools for alignments, surfaces, corridors, pipe networks, quantity takeoff, and cut/fill, using a local bridge plugin and named pipes.

hjlrosales/Civil3D_MCP

Azure Storage MCP Apps Demo

by tw3lveparsecs

Provides an interactive dashboard within VS Code Copilot to manage Azure Storage accounts, containers, and blobs through a rich UI. It enables users to visualize storage resources, perform CRUD operations, and generate SAS tokens using the Model Context Protocol.

tw3lveparsecs/mcp-apps-demo

TROVE

by jnhflow21

A macOS-only local-private runtime that returns bounded cited evidence to external Agents via MCP, with optional Reply Runtime and WeChat source Provider.

JNHFlow21/trove

mcp-loader

by eugeneistrach

Enables to create MCP tools by simply placing .ts or .js files in a folder, with hot reload and TypeScript support.

EugenEistrach/mcp-loader

BACnet MCP Server

by ezhuk

A lightweight MCP server that connects LLM agents to BACnet devices for building automation, enabling real-time monitoring, actuation, and task orchestration.

ezhuk/bacnet-mcp

glassdoor-mcp

by hasdata

MCP server for Glassdoor: search job listings by keyword and location, read one posting in full with the employer rating and the salary figure with its provenance. 1,000 free credits every month.

HasData/glassdoor-mcp

plasmate

by plasmate-labs

Browser engine for agents. HTML in, structured Semantic Object Model out. Native MCP and AWP with a supported CDP subset. Apache-2.0.

plasmate-labs/plasmate

MCP Java Backend Suite

by dmitriusan

A comprehensive MCP toolkit for Java backend developers, providing 35 tools across 5 servers for database analysis, JVM diagnostics, migration assistance, Spring Boot monitoring, and Redis diagnostics.

Dmitriusan/mcp-java-backend-suite

agent-orchestrator

by vndmea

Enables multi-model leader-worker agent orchestration, workflow execution, and deterministic validation via structured MCP tools.

vndmea/mcp-code-worker

concurrent-playwright-mcp

by dgutierrez1

An MCP server that runs concurrent, session-isolated Playwright browser contexts, so many agents can each drive their own browser at the same time without colliding.

dgutierrez1/concurrent-playwright-mcp

realtimex-cli-mcps

by therealtimex

Enables running arbitrary CLI tools as MCP server tools, configured via environment variables.

therealtimex/realtimex-cli-mcps

toolsmith

by kayne-lee

Provides codebase intelligence over Git repositories with tools for code search, symbol lookup, dependency tracing, and commit history. It also rewrites its own tool descriptions and schemas based on usage telemetry to improve tool selection.

kayne-lee/toolsmith

dcc-mcp-marmoset

by dcc-mcp

Typed DCC-MCP control for Marmoset Toolbag 4.03+ and 5.x, enabling shell-capable agents to interact with Toolbag scenes via a shared CLI and MCP gateway.

dcc-mcp/dcc-mcp-marmoset

Cloudflare Playwright MCP

by marlonsena

Enables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

marlonsena/playwright-mcp-cloudflare

nuv-canvas-agent

by liuchaoqi-7

Public local Codex agent and MCP plugin for NUV Canvas.

liuchaoqi-7/nuv-canvas-agent

creatorforge

by cognis-digital

MCP server for AI content generation, enabling agents to learn a voice, generate content ideas, write scripts, and produce multi-platform content deterministically.

cognis-digital/creatorforge

mcp-registry

by devopstrio

Centralized registry for MCP tools, resources, and prompt templates with JSON schema validation and role-based access control filtering.

Devopstrio/mcp-registry

technitium-mcp-secure

by nomi25home

A security-hardened MCP server for managing Technitium DNS Server via its HTTP API, offering tools for DNS zones, records, blocking, cache, settings, and diagnostics.

nomi25home/technitium-mcp-secure

vinga

by rafacm

Conversational AI. Sweded. A self-hostable home for voice agents: mix and match the LLM, voices, and MCP tools that fill every stage, spoken through small ESP32-S3 boards.

rafacm/vinga

vitamind-mcp

by javimaligno

Solar vitamin D: whether the sun where you are can make vitamin D right now, how many minutes your Fitzpatrick skin type needs for a target dose, which months of the year synthesis is possible at your latitude, and how much a sun session produced. Computed from solar geometry, a clear-sky UV model with ozone and altitude, and live Open-Meteo UV data.

JaviMaligno/vitamind-mcp

D-Knowledge Graph

by scorpion1476-lgtm

A local-first, LLM-agnostic MCP server that lets you ask hard questions about your documents, media, and code, and get traceable answers entirely offline.

scorpion1476-lgtm/D-Knowledge_Graph