The MCP Trust Index.

MCP Database Tools Server

by chaitanyaiscoding

An MCP server designed to automate Django database setup and management, including PostgreSQL database creation and extension configuration. It enables users to update environment files and execute Django management commands through integrated tools like VS Code Copilot.

chaitanyaiscoding/MCP_Database_Tools-

Temporal MCP

by mocksi

Temporal MCP is a bridge connecting AI assistants like Claude with the powerful Temporal workflow engine. By implementing the Model Context Protocol (MCP), it allows AI assistants to discover, execute, and monitor complex workflow orchestrations—all through natural language conversations.

Mocksi/temporal-mcp

Redaction & Compliance MCP Server

by sunkencity999

Provides a pre-flight/post-flight firewall for LLM calls with comprehensive detection, classification, policy enforcement, reversible redaction, output safety, and immutable audit logging.

sunkencity999/redaction-compliance-MCP

Nutrition and Training Tracker MCP

by felipemarcon-tti

MCP server for tracking nutrition meals and workouts, integrating with claude.ai to manage food logs, macros, exercise catalogs, and generate daily/weekly summaries.

felipemarcon-TTI/tracker-nutricao-mcp

VAHAN Data MCP Server

by shubhamgrg04

Scrapes and serves India's national vehicle registration database (VAHAN Dashboard), providing detailed insights into registrations, manufacturers, fuel types, and RTO-level metrics.

shubhamgrg04/vahanmcp

OpenAlex MCP Server

by smaboundless

Enables searching and retrieving academic papers, authors, institutions, and citations from the OpenAlex open scholarly index.

SMABoundless/openalex-mcp-server-public

mcp-postgres

by filipescordeiro2

Enables AI agents to execute SQL queries and introspect PostgreSQL schemas, tables, and indexes with read-only safety by default. Supports optional write operations and works with Claude, LangChain, and other agents via stdio or HTTP transports.

Filipescordeiro2/mcp-postgres

accounting-mcp-server

by mo7justin

A personal accounting MCP server that enables AI assistants to record and query financial transactions through natural language, supporting income/expense tracking, balance inquiry, and monthly summaries.

mo7justin/accounting-mcp-server

Studio Catharsis Universal Project Coordinator MCP

by studio-catharsis-creative-lab

A cross-platform coordination layer that connects MCP-compatible tools to a shared project state, enabling task management, blocker tracking, decision logging, and SOP automation.

Studio-Catharsis-Creative-Lab/project_com_mcp

mon-serveur-mcp

by joachimdaval

Exposes system tools (disk usage, file listing) and weather information via Open-Meteo to MCP-compatible LLMs.

JoachimDAVAL/Estiam_GenAI_MCP-

Nasuni Management MCP Server

by nasuni-labs

Enables integration between Claude AI and Nasuni environments to monitor appliance health, manage volumes and shares, and generate comprehensive infrastructure reports. Users can interact with the Nasuni Management Center through natural language to track performance metrics and summarize system notifications.

nasuni-labs/local-nasuni-management-mcp-server

advanced-seo-mcp

by halilertekin

Provides AI agents with professional-grade SEO capabilities including on-page analysis, technical audits, PageSpeed insights, and Ahrefs data integration.

halilertekin/advanced-seo-mcp

Oracle ADB AI Agent MCP Server

by ashuashu20691

Enables AI-powered database operations on Oracle Autonomous Database via natural language, including SQL translation, schema exploration, and API orchestration.

ashuashu20691/lighting-mcp

mixxx-mcp

by cloudygetty-ai

MCP server for Mixxx DJ software that enables AI agents to control transport, mixing, EQ, loops, hotcues, and effects in real time through MIDI and OSC.

cloudygetty-ai/mixxx-mcp

GitLab MCP Server

by snowild

A Model Context Protocol server that enables AI assistants to interact with self-hosted GitLab instances through 30 specialized tools. It supports managing projects, merge requests, CI/CD pipelines, and repository operations via the GitLab REST API v4.

snowild/gitlab-mcp

karte-datahub-mcp

by yusukeyajima

Enables AI assistants to securely query and analyze KARTE event data via BigQuery. It provides tools for fetching event logs, aggregating data, and exploring schemas using natural language.

YusukeYajima/karte-datahub-mcp

anthropic-mcp

by madaoq

Provides access to Claude models, message creation, token counting, and batch processing via the Anthropic API with Type 3 DAuth authentication.

madaoQ/anthropic-mcp

LogScribe MCP

by haramrit09k

Handles log file management and analysis with tools to list, read, search, filter, and generate analytics on log files.

haramrit09k/logscribe-mcp

MCP Feedback Server

by andrei-cb

Enables agents to request and receive user feedback during task execution through a terminal-based interactive feedback system.

andrei-cb/mcp-feedback-term

XTB MCP Server

by phelanshao

An MCP server that provides tools for generating Extended Tight-Binding (XTB) quantum chemistry input files, enabling AI assistants to automate quantum chemistry calculations and workflows.

PhelanShao/xtb-mcp-server

AI Dev Assistant

by pathakkhhimanshu

Bridges Claude Desktop to local Windows 10 development environments to enable repository reading, documentation searching, and isolated code execution. It provides a secure interface for running allowlisted terminal commands and scripts directly through natural language.

pathakkhhimanshu/MCP

mcp-daemonize

by mackee

A Model Context Protocol server for seamless management and monitoring of long-running daemons via AI agents

mackee/mcp-daemonize

Dooray MCP Server

by kwanok

Enables interaction with Dooray's task and calendar management system, allowing users to filter and list tasks, retrieve details, and manage task comments. It provides a set of tools for seamless integration with MCP-compatible clients like Claude Desktop and Cursor.

kwanok/dooray-mcp

SkillMCP

by nventimiglia

Serves project-specific skills and behavioral rules to AI agents via MCP, enabling automatic injection of behavioral rules and on-demand knowledge for coding assistants like Claude Code and Gemini CLI.

NVentimiglia/SkillsMCP

Ai-Agents-Starter-Kit

by venkatnvs

Simple AI agents Stater kits

Venkatnvs/Ai-Agents-Starter-Kit

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

KiCad MCP Server (IPC API)

by lmaag182

Controls a running KiCad 9+ instance via the official IPC API, enabling board edits, queries, and exports without reload.

lmaag182/kicad_mcp_server_ipc

mcp-keap

by saxyguy81

An MCP server for interacting with Keap CRM, enabling contact and tag management, batch operations, custom fields, and advanced query optimization.

saxyguy81/mcp-keap

Aerodrome Swap MCP Server

by protagolabs

Integrates with the Aerodrome Swap API to enable token swaps, pool information retrieval, price queries, and quote generation via the MCP framework.

protagolabs/aerodrome-swap-mcp

rag_mcp

by mmer547

Enables retrieval-augmented generation by allowing LLMs to search documents in a local folder using vector similarity, supporting multiple file formats.

mmer547/rag_mcp

AI BBS

by recursiverabbit

An MCP server that enables direct AI-to-AI communication through a bulletin board system featuring semantic search, thread management, and cryptographic identity verification. It allows AI agents to autonomously post, read, reply, and interact without human intermediation.

RecursiveRabbit/AI_BBS

Modular RAG MCP Server

by bye-666

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly query knowledge bases.

Bye-666/RAG-MCP-SERVER

MCP File Analyzer

by cindygao8

An MCP server that enables the analysis of CSV and Parquet files by providing tools for statistical summaries, data previews, and structure exploration. It allows users to query local datasets and create sample data using natural language.

CindyGao8/MCP

USDA Nutrition MCP Server

by zen-apps

Provides access to USDA FoodData Central database, enabling food search, nutrition details, and comparison for dietary analysis via MCP.

zen-apps/mcp-nutrition-tools

corpusiq

by corpusiq

Cross-source attribution across 37+ business tools. True ROAS in 14 seconds. Not a dashboard. A decision.

CorpusIQ/corpusiq-docs

pygdbmi-mcp-server

by cnitlrt

Enables dynamic debugging with GDB via the MCP protocol, allowing LLMs to execute GDB commands, manage breakpoints, control execution, and inspect program state.

cnitlrt/pygdbmi-mcp-server

Discord MCP Server

by erinlkolp

Enables direct interaction with Discord servers to send messages, read channel history, and post rich embeds through natural conversation. It provides tools for listing channels and managing communication within Discord guilds using the Model Context Protocol.

erinlkolp/discord-mcp-server

CL Razorpay MCP Server

by asthetech

Integrates with Razorpay's payment infrastructure to manage orders, process payments, handle refunds, and query settlements via the Model Context Protocol. Features stateless, multi-tenant architecture with secure per-request authentication using API keys.

AStheTECH/mewcp-razorpay

alex-llm/attAck-mcp-server

by alex-llm

Query and retrieve information about various adversarial tactics and techniques used in cyber atta…

alex-llm/attAck-mcp-server

redshift-mcp-server

by amitds1997

Redshift MCP server, but using username and password

amitds1997/redshift-mcp-server

chohi22TEST

by chohi22

MCP 서버 테스트

chohi22/mcp

WeChat Official Account MCP Server

by jungley8

Enables management of WeChat Official Accounts by supporting draft creation, image uploads, and content publishing via the MCP protocol. It provides tools for interacting with the WeChat API, including secure token caching and draft list management.

Jungley8/mcp4agent

Illustrator MCP Server

by slashprint

Enables AI-powered automation of Adobe Illustrator on Windows by allowing Claude to execute ExtendScript, manage document structures, and export artboards. It provides integrated tools for logo and icon design, including access to curated color palettes and professional design guidelines.

slashprint/illustrator-mcp

MCP SQL Server Data Warehouse Connector

by josuedotcom

Enables AI assistants to interact with SQL Server Data Warehouses using natural language for automatic schema discovery and report generation. It ensures security by restricting operations to read-only SELECT queries through both code validation and database permissions.

Josuedotcom/mcp-sql-server-dw

Universal Dev MCP

by kallusuvaidyam

Connects Claude AI to any development project (Django, Next.js, Laravel, etc.) with 15+ universal tools for shell, file, git, logs, Docker, tests, and more.

kallusuvaidyam/universal_mcp

Azure DevOps Bug Tracker for GitHub Copilot Agent (MCP)

by ninjaboy249

Integrates GitHub Copilot Agent with Azure DevOps to fetch, analyze, and report bug data, allowing you to query bugs, generate dashboards, and export reports via natural language.

Ninjaboy249/azure-devops-copilot-bugs

gdt-api-gateway

by zac37

腾讯广点通API网关服务，通过MCP工具调用广点通报表、账户等核心接口，支持安全认证和参数修复。

zac37/mcp-gdt-api-gateway

AutoFabric MCP Server

by abrarwarunkar

Agent orchestration platform with MCP server integration providing tool interfaces via stdio and direct connections using the official MCP Python SDK.

abrarwarunkar/autofabric

MySQL MCP Server

by microsnow

A Model Context Protocol service that enables AI assistants to directly query and manage MySQL databases through natural language. It supports SQL execution, schema inspection, and atomic transactions for comprehensive database interaction.

microsnow/MySQL-MCP-Server

Apify Store API MCP Server

by johnisanerd

Enables querying the Apify Store to retrieve structured data on public Actors including pricing, usage trends, ratings, and categories. Integrates with AI agents for market research and competitor tracking.

johnisanerd/Apify-Store-API