The MCP Trust Index.

Azure ML MCP Server

by ejones18

Deploys an MCP server on Azure Container Apps that exposes Azure ML managed online endpoints as tools, enabling AI agents like Azure AI Foundry to invoke machine learning models via natural language.

ejones18/azureml-mcp-fun

spm-search-mcp

by detailobsessed

An MCP server that allows coding agents to search the Swift Package Index and retrieve GitHub READMEs without requiring an API key. It features comprehensive search filters for stars, platforms, and licenses, providing token-efficient responses optimized for LLM comprehension.

detailobsessed/spm-search-mcp

OpenCV MCP Server

by gongrzhe

Provides OpenCV computer vision capabilities for AI assistants, enabling image processing, object detection, face detection, and video analysis through natural language.

GongRzhe/opencv-mcp-server

jiskta-mcp

by jiskta

Provides AI assistants with direct access to historical air quality, ERA5 meteorology, water risk, geocoding, and industrial facility data via the Jiskta API.

Jiskta/jiskta-mcp

granola-mcp

by nickyhec

A starter template for building MCP servers with support for No Auth, API Key, and OAuth authentication using the Dedalus Labs DAuth framework.

NickyHeC/granola-mcp

mcp-task-orchestrator

by echoingvesper

A Model Context Protocol server that provides task orchestration capabilities for AI assistants

EchoingVesper/mcp-task-orchestrator

rmcp

by 4t145

BEST Rust SDK for MCP (Model Context Protocol)

4t145/rmcp

SpidexLab's Multi-Tenant Browser MCP

by spidexd

Enables multiple autonomous agents to concurrently control separate tabs in a single Chrome instance, with features like semantic search and network monitoring.

SpideXD/mcp-chrome

GitLab MCP Server

by horodchukanton

Enables monitoring of GitLab CI/CD pipelines and job statuses through automatic project detection and intelligent polling. It provides reliable API integration for checking build progress directly within AI-powered development environments.

horodchukanton/gitlab-mcp

OpenStack LightSpeed MCPs

by openstack-lightspeed

Exposes the full openstack and oc CLIs as MCP tools with read-only by default, dynamic/static credentials, and DNS rebinding protection.

openstack-lightspeed/rhos-mcps

Runware MCP Server

by runware

Enables lightning fast image and video generation using the Runware API, with tools for inference, upscaling, background removal, and more.

Runware/MCP-Runware

Anvil MCP Server

by sable-inc

Enables AI assistants to manage Sable AI voice agents, journeys, knowledge bases, deployments, and analytics through natural language, plus observability via HyperDX.

sable-inc/anvil

facets-control-plane-mcp-server

by facets-cloud

Enables management of Facets Control Plane projects, resources, environments, and deployments through Claude, offering secure infrastructure automation workflows.

Facets-cloud/control-plane-mcp-server

amazon-mcp

by fewsats

Amazon MCP server to search & buy products using the L402

Fewsats/amazon-mcp

MCP Server

by deploypilotorg

A modular Model Control Protocol server that provides tools for GitHub repository analysis, calculations, weather, time, and command execution via HTTP or stdio.

deploypilotorg/mcp-server

NEXO Brain

by wazionapps

Cognitive memory for AI agents. Implements Atkinson-Shiffrin multi-store memory (sensory → STM → LTM), semantic RAG with fastembed, Ebbinghaus forgetting curves, trust scoring, and metacognitive guard. 76+ MCP tools. 100% local, MIT licensed.

wazionapps/nexo

Local Git Changes Analyzer

by manavgup

A FastMCP server for analyzing outstanding local git changes that haven't made their way to GitHub yet.

manavgup/mcp_local_repo_analyzer

Mcpclient

by pdhoward

Client to demonstrate the test of an MCP server with OpenAI LLM

pdhoward/mcpclient

Horse Racing News

by mchow01

Retrieves and displays the latest horse racing news stories from Thoroughbred Daily News RSS feed, including titles, content, and links.

mchow01/horseracingnews

wayland-mcp

by someaka

Provides screenshot, analysis, mouse and keyboard control tools for modern Linux desktops via Wayland.

someaka/wayland-mcp

graphjin

by dosco

One governed graph for AI agents — GraphQL + MCP over your databases, files, APIs, and code

dosco/graphjin

InvenTree MCP Server

by hvkshetry

Enables inventory management with InvenTree through 12 parameterized tools covering parts, stock, orders, companies, barcodes, labels, reports, attachments, and system administration.

hvkshetry/inventree-mcp

302_custom_mcp

by 302ai

在302后台自选Tools，快速生成定制的MCP Server。

302ai/302_custom_mcp

mackerel-mcp-server

by ryuichi1208

MCP server implementation for Mackerel monitoring service.

ryuichi1208/mackerel-mcp-server

ElevenLabs MCP Server

by mafzaal

Enables text-to-speech conversion using ElevenLabs API with voice management, streaming support, and multiple models.

mafzaal/elevan-labs-mcp

Claude Flow MCP

by catlog22

Integrates with Claude Code to execute AI-powered code analysis and workflow automation, supporting pre-defined scenarios like code review and security audit.

catlog22/Claude-flow-mcp

nl2sql-mcp

by bradsjm

A production-ready MCP server that transforms natural language into safe, executable SQL queries with multi-database support and intelligent schema analysis.

bradsjm/nl2sql-mcp

ATLAS Governance Gateway

by aidant64

A secure middleware that intercepts AI agent tool calls to evaluate risks and manage human-in-the-loop approvals via durable Inngest workflows. It ensures compliance with standards like the EU AI Act by pausing high-risk actions until authorized by a human reviewer.

aidant64/Atlas-MCP-Gateway

MCP Server for Google Analytics 4

by harshfolio

Enables LLMs to interact with Google Analytics 4 data through the Google Analytics Data API, supporting standard reports, real-time data, and metadata retrieval.

harshfolio/mcp-server-ga4

FNewsCrawler

by noimank

已废弃的财经信息MCP服务，提供实时财经资讯，建议转向新项目OmniData。

noimank/FNewsCrawler

0xMONK MCP Server

by fere-ai

FereAI's MCP Server - The most powerful Crypto MCP Server.

fere-ai/mcp-server

MCP PR Recommender

by manavgup

Intelligent PR boundary detection and recommendation system that analyzes git changes to generate atomic, logically-grouped pull request suggestions with titles, descriptions, and rationale.

manavgup/mcp_pr_recommender

unreal-animation-mcp

by tumourlove

Enables AI agents to inspect, search, and edit Unreal Engine animation data including sequences, montages, blend spaces, animation blueprints, skeletons, and skeletal meshes via 62 tools over MCP.

tumourlove/DEPRECATED-unreal-animation-mcp

mcp-protocol-ui-e2e-experiment

by edonadei

edonadei/mcp-protocol-ui-e2e-experiment

nornir-mcp-server

by sydasif

An MCP server that integrates Nornir with NAPALM and Netmiko, enabling LLMs to orchestrate multi-vendor network infrastructure through natural language.

sydasif/nornir-mcp-server

interactive-choice-mcp

by sighthesia

Enables AI to present options and launch an interactive web or terminal interface for user selection, then return the results to the AI.

Sighthesia/interactive-choice-mcp

ai-agent

by nhatchauvu964-eng

nhatchauvu964-eng/ai-agent

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