The MCP Trust Index.

strimzi-kafka-cli

by systemcraftsman

Command Line Interface for the Strimzi Kafka Operator

SystemCraftsman/strimzi-kafka-cli

Notion MCP Server

by kevindigran97

Enables AI agents to interact with Notion workspaces through the Notion API, allowing them to search, read, create, update pages and databases, and manage comments using natural language commands.

KevinDigran97/MCP-SERVER

apktool-mcp-server

by zinja-coder

A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)

zinja-coder/apktool-mcp-server

Alexa Home Automation MCP Server

by guitarbeat

Enables AI agents to control Alexa-connected smart home devices, including voice announcements, music control, smart lighting, sensor monitoring, and volume management through the Alexa API.

guitarbeat/Alexa-MCP-Server

Demo MCP Server

by blocklet

A simple mcp server blocklet

blocklet/mcp-server-demo

joplin-mcp

by alondmnt

MCP server for the Joplin note taking app

alondmnt/joplin-mcp

LycheeMem

by lycheemem

Lightweight Long-Term Memory for LLM Agents.

LycheeMem/LycheeMem

flyto-core

by flytohub

The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.

flytohub/flyto-core

WhatsApp Cloud API MCP Server

by mmarqueti

Enables AI agents to send WhatsApp messages, templates, and retrieve media through the WhatsApp Cloud API. Provides webhook handling and seamless integration with Meta's WhatsApp Business platform.

mmarqueti/whatsapp-mcp

Kanban MCP

by dzikrihilman

A comprehensive project management system that provides a full-featured Kanban board and dashboard accessible to AI agents. It enables agents to programmatically manage projects, tasks, and workflows through a suite of 13 specialized tools and 4 resource types.

dzikrihilman/kanban-mcp

[DEPRECATED] Cosmos DB MCP Server

by azurecosmosdb

A Model Context Protocol (MCP) server that provides secure access to Azure Cosmos DB datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.

AzureCosmosDB/azure-cosmos-mcp-server

MakerAi

by gustavoeenriquez

The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Supports OpenAI, Claude, Gemini, Ollama, and more. Delphi 10.4+ (limited), full support from Delphi 12 Athens.

gustavoeenriquez/MakerAi

sysplant

by x42en

Generates syscall code (C, C++, Rust, NIM) using various hooking methods, and includes an MCP server for AI assistants to produce syscall stubs.

x42en/sysplant

Box

by box-community

Integrates with Box API to enable document search, text extraction, content analysis, and structured data retrieval from files and folders within Box storage systems.

box-community/mcp-server-box

web-docs-mcp

by vdpeijl

MCP server for searching web documentation via sitemap.xml, enabling semantic search across multiple documentation sites using Ollama embeddings.

vdpeijl/web-docs-mcp

SeaTable MCP

by seatable

The official Model Context Protocol (MCP) server for SeaTable, built and maintained by SeaTable GmbH. It lets AI agents interact with data in your bases — reading, writing, searching, linking, and querying rows through a focused set of tools. The server intentionally focuses on data operations, not schema management (creating/deleting tables or columns), keeping the tool set lean and safe for auto

seatable/seatable-mcp

Money Manager MCP Server

by shahlaukik

Enables AI assistants to manage personal finances through the Realbyte Money Manager mobile app, providing transaction management, asset tracking, credit card monitoring, and financial analytics with 18 comprehensive tools.

shahlaukik/money-manager-mcp

aura

by mezmo

AURA is an agentic harness that turns an LLM model into a reliable, autonomous service capable of executing real SRE work. AURA provides the guardrails, API servers, state management, authentication, streaming, error handling, and tool integrations necessary to run AI SRE agents safely in production.

mezmo/aura

Doclea MCP

by docleaai

Provides persistent memory for AI coding assistants, storing and retrieving architectural decisions, patterns, and solutions across sessions using semantic search, while also offering git integration for commit messages and code expertise mapping.

docleaai/doclea-mcp

PTC-MCP Integration Server

by rweisssieker-xp

Integrates PTC Windchill and Creo Parametric with LLM-based clients via the Model Context Protocol, enabling natural language interaction with PLM and CAD systems for tasks like part search, BOM retrieval, model operations, and exports.

rweisssieker-xp/GBL-CREO-WINDCHILL-MCP

schedcp

by eunomia-bpf

MCP Server for Linux Scheduler Management and Auto optimization

eunomia-bpf/schedcp

optuna-mcp

by optuna

The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

optuna/optuna-mcp

SonarLint MCP Server

by nielspeter

Enables real-time code analysis for JavaScript, TypeScript, and Python through Claude Desktop and other MCP clients, detecting bugs, code smells, and security vulnerabilities with automated quick fixes.

nielspeter/sonarlint-mcp-server

apple-health-mcp-server

by the-momentum

MCP server for querying Apple Health data with natural language using DuckDB under the hood.

the-momentum/apple-health-mcp-server

MCP server ROS 2

by wise-vision

Python server implementing Model Context Protocol (MCP) for ROS2.

wise-vision/mcp_server_ros_2

remindb

by radimsem

An agentic memory database that cuts session tokens by 82–99%. One portable SQLite file — your agent's memory, anywhere.

radimsem/remindb

stealth-browser-mcp

by vibheksoni

The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.

vibheksoni/stealth-browser-mcp

Website to Markdown MCP Server

by sunzhi-will

Fetches website content and converts it to Markdown format with AI-powered content cleanup, ad removal, and full OpenAPI/Swagger specification support for easy processing by AI assistants.

SunZhi-Will/website-to-markdown-mcp

doings-evidence-mcp

by marcwarn

This MCP server provides critical evidence assessment for organization-design, leadership and transformation claims, enabling users to critique consulting text, check claims against research, and generate safer phrasing.

Marcwarn/doings-evidence-mcp

mcp-client-cli

by adhikasp

A simple CLI to run LLM prompt and implement MCP client.

adhikasp/mcp-client-cli

rust-docs-mcp

by snowmead

MCP server for agents to explore rust docs, analyze source code, and build with confidence

snowmead/rust-docs-mcp

frogeye-mcp

by frogeye-ai

AI-powered security vulnerability detection for MCP-compatible agents, offering real-time scanning of code against a knowledge graph of 24,000+ vulnerability patterns.

frogeye-ai/mcp

ThinkMem

by rickonono3

ThinkMem is an MCP server for memory management of large language models, offering multiple memory types and communication protocols to help LLMs organize and utilize information effectively.

RickoNoNo3/ThinkMem

mcp-context-cache

by jdug-jadodev

Efficiently loads, caches, and delivers project file context for AI agents using the Model Context Protocol, reducing multiple file reads to a single call with LRU caching and security validation.

jdug-jadodev/MCP-CACHING

Shell and Coding agent for Claude and other mcp clients

by rusiaaman

Shell and coding agent on claude desktop app

rusiaaman/wcgw

apple-mail-mcp

by patrickfreyer

MCP server giving AI assistants full access to Apple Mail - read, search, compose, organize & analyze emails via natural language

patrickfreyer/apple-mail-mcp

yfinance-mcp

by narumiruna

narumiruna/yfinance-mcp

BinjaLattice MCP

by invoke-re

BinjaLattice provides a secure interface for Binary Ninja that enables AI agents to perform binary analysis and database modifications via the Model Context Protocol. It allows for the extraction of pseudocode, disassembly, and metadata while supporting automated updates to function names, variables, and comments.

Invoke-RE/binja-lattice-mcp

docx-mcp-server

by bradygaster

Enables natural language interaction with local .docx files, allowing users to find, read, search, and summarize Word documents using friendly names and location hints.

bradygaster/docx-mcp-server

Prompt Lab MCP Server

by jurek-f

Enables prompt optimization loops and regression test suites for Claude Code, with a companion web UI for real-time visualization of scores and prompt revisions.

jurek-f/prompt-lab-mcp

wavefront

by rootflo

🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr

rootflo/wavefront

Mempalace

by bunkerlab-net

Local-first memory palace for AI assistants with structured memories, knowledge graphs, and diary entries.

bunkerlab-net/mempalace

drawio2go

by menghuan1918

A modern DrawIO editor application. AI-Powered, Human-AI Collaboration | AI 加持，人机共绘drawio

Menghuan1918/drawio2go

cucumberstudio-mcp

by herosizy

MCP Server for Cucumber Studio

HeroSizy/cucumberstudio-mcp

Google Tasks MCP Server

by mstfe

Node.js server implementing Model Context Protocol (MCP) for Google Tasks

mstfe/mcp-google-tasks

MCP Grocy API

by saya6k

Enables interaction with Grocy's API through MCP, allowing management of grocery inventory, shopping lists, and household tasks via natural language.

saya6k/mcp-grocy-api

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

mcp-jenkins

by lanbaoshen

The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Jenkins tools while maintaining data privacy and security.

lanbaoshen/mcp-jenkins

Codex Pets

by astandrik

Public read-only registry for Codex-compatible animated companion packs. Search approved pets, fetch install instructions, generate badges and embed cards, and discover the pet request flow via Streamable HTTP MCP.

astandrik/codex-pets

gptr-mcp

by assafelovic

MCP server for enabling LLM applications to perform deep research via the MCP protocol

assafelovic/gptr-mcp