The MCP Trust Index.

agentpay-vn

by phuocdu

AgentPay VN — an MCP server that lets your AI agent collect real (fiat) payments over VietQR

phuocdu/agentpay-vn

IBKR MCP Server

by gaochx

An MCP server for Interactive Brokers, enabling account management, trading operations, and market data queries.

GaoChX/ibkr-mcp-server

mempalace

by apajon

Enables persistent local memory in VS Code Copilot Chat via MemPalace, using a ChromaDB 0.6.x backend with automatic setup and verification.

apajon/mempalace-mcp-bridge

Cisco Secure Firewall FMC MCP Connector

by ciscodevnet

MCP server that exposes high-level tooling for Cisco Secure Firewall Management Center (FMC), allowing discovery of FMC profiles and searching access rules by IP, FQDN, or identity indicators.

CiscoDevNet/CiscoFMC-MCP-server-community

DB-MCP

by saopack

Multi-database SQL validation service with Docker containerization, supporting PostgreSQL, MySQL, Oracle, SQL Server, and more, providing secure SQL execution with transaction rollback and zero data residue.

saopack/poly-db-mcp

Calendar AI MCP

by csoai-org

Calendar AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/calendar-ai-mcp

MCP Memento

by annibale-x

A persistent long-term memory server for AI assistants that enables storing and recalling solutions, facts, and decisions with intelligent confidence tracking and relationship mapping. It allows developers to build a cross-platform knowledge base that integrates seamlessly with IDEs and CLI agents.

annibale-x/mcp-memento

Iceberg MCP Server

by inirah02

Enables natural language querying of Apache Iceberg lakehouse by exposing typed tools for namespace discovery, table metadata inspection, snapshot history, time travel SQL generation, and partition pruning explanation.

inirah02/talk-to-your-lakehouse

arXiv

by prashalruchiranga

Provides direct access to arXiv's scientific paper repository with tools for searching, retrieving metadata, downloading PDFs, and loading full article content into conversation context.

prashalruchiranga/arxiv-mcp-server

FortiAnalyzer MCP Server

by rstierli

Enables AI assistants to interact with FortiAnalyzer for log analysis, reporting, security monitoring, and SOC operations via the JSON-RPC API.

rstierli/fortianalyzer-mcp

Code2Postman MCP

by mariotoribi0

Automatically generates Postman collections from code directories by analyzing API endpoints and parameters, enabling easy testing, documentation, and sharing.

marioToribi0/code2postman-mcp

obo-mcp

by warnes-innovations

An MCP server designed for managing One-By-One (OBO) review sessions through specialized tools for creating, navigating, and resolving priority-scored items. It automates session tracking and item management within standardized JSON workflows to replace manual file-write operations.

Warnes-Innovations/oboe-mcp

mig2schema

by alc6

Extracts database schema from PostgreSQL migration files by running them in temporary containers and outputting human-readable schema information or SQL DDL, enabling developers to understand final database structure without manually tracking changes across multiple migration files.

alc6/mig2schema

SmartDB MCP

by zhaoran025

智能数据库查询 MCP 服务，支持在 AI 编程工具中用自然语言查询数据库。

zhaoran025/smart-db-mcp

Music Production AI MCP

by csoai-org

Music Production AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/music-production-ai-mcp

Tool Response Suppressor (MCP)

by steveswain14

This MCP server verifies that an agent’s claimed tool output matches the actual response returned by a tool to prevent invented or distorted results. It flags mismatches, omissions, and invented fields to ensure downstream logic only processes verified tool data.

steveswain14/mcp-tool-response-suppressor

MCP Experiments

by jordanperr

Provides tools for executing Bash and AppleScript commands from LLMs on macOS, with safety modes.

jordanperr/mcp-experiments

market-data-mcp

by aviman1109

Integrates cryptocurrency market data from CoinGecko, the Fear & Greed Index, and CryptoPanic news into a single toolset for AI agents. It enables users to retrieve global market statistics, trending assets, coin-specific details, and real-time news feeds.

aviman1109/market_data_mcp

Docker MCP Server

by cevatkerim

Enables LLMs to safely execute code in isolated Docker containers with resource limits and security controls, supporting session management and automatic dependency installation.

cevatkerim/docker-mcp

Uyuni MCP Server

by uyuni-project

Bridges LLMs with Uyuni infrastructure management, enabling natural language system administration such as inspecting systems, managing updates, and scheduling actions.

uyuni-project/mcp-server-uyuni

mcp-server-qnap-qvs

by arnstarn

Manages QNAP Virtualization Station (VMs, snapshots, disks, ISOs) via the QVS REST API, enabling VM lifecycle operations and resource monitoring through natural language.

arnstarn/mcp-server-qnap-qvs

agntcy-mcp-server

by aiagentkarl

Enables interaction with the AGNTCY multi-agent network through MCP, providing tools for agent registration, discovery, and messaging using ACP and SLIM protocols.

AiAgentKarl/agntcy-mcp-server

shopline-mcp

by tzangms

MCP server for the Shopline Open API. Exposes 140+ tools for querying and managing orders, products, customers, promotions, analytics, and store settings from your Shopline store via Claude.

tzangms/shoplinemcp

wecom-crm-mcp

by andyleimc-source

MCP server for WeCom customer contact API, enabling LLMs to manage customers, tags, group chats, moments, and mass-send messages.

andyleimc-source/wecom-crm-mcp

vyos-mcp

by alch3mistdev

MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assistants to read config, set interfaces, firewall rules, VPNs, and more.

alch3mistdev/vyos-mcp

EvilLimiter MCP Server

by i3t4an

Enables AI assistants to control network bandwidth, monitor traffic, and manage device connections via EvilLimiter for authorized network testing and debugging.

i3T4AN/evillimiter-mcp-server

Time-Aware MCP Server

by harshpreet931

Provides a time_now tool to retrieve the current time, enabling time-sensitive queries in AI agents.

harshpreet931/time-aware-agents

zoekt-mcp

by radiovisual

Exposes Sourcegraph Zoekt code search to MCP-capable AI agents, enabling fast, indexed regex/symbol-aware code search over repositories.

radiovisual/zoekt-mcp

SSH MCP Server

by bhayanak

SSH MCP Server lets you manage remote Linux servers through natural language in VS Code Copilot Chat. Instead of switching to a terminal and remembering SSH commands

bhayanak/ssh-mcp-server

Onshape MCP Server

by hedless

Enables programmatic CAD modeling with Onshape's REST API, offering 45 tools for parametric sketches, feature management, assemblies, analysis, variables, and exports.

hedless/onshape-mcp

tractive-mcp

by rexchoppers

Enables AI assistants to query your pet's location, tracker status, position history, and more via the Tractive GPS pet tracker.

rexchoppers/tractive-mcp

Megaraptor MCP

by wagonbomb

Enables AI assistants to interact with the Velociraptor digital forensics and incident response platform for endpoint management and threat hunting. It supports artifact collection, VQL query execution, and automated forensic investigation workflows.

wagonbomb/megaraptor-mcp

ai-mcp-terminal

by kanniganfan

Multi-threaded terminal management MCP server for AI assistants, enabling async command execution, batch operations, and real-time web monitoring with up to 100 concurrent terminals.

kanniganfan/ai-mcp-terminal

re-kaitai

by heretek-re

MCP server exposing Kaitai Struct for custom binary format reverse engineering.

Heretek-RE/re-kaitai

mcp-arangodb-async

by pcfvw

A production-ready MCP server that exposes 46 tools for ArangoDB operations, including queries, graph management, multi-tenancy, and backup/restore, enabling AI assistants to interact with ArangoDB databases.

PCfVW/mcp-arangodb-async

MCP Personal Calendar

by blacol

A CalDAV-compliant MCP server that enables AI models to manage personal schedules and to-do lists, supporting batch creation, modification, and intelligent timezone adjustments.

Blacol/MCP-PersonalCalendar

Canvas LMS

by admin978

Local-first MCP server for Canvas LMS — access courses, assignments, grades, modules, announcements, and calendar events via stdio.

admin978/canvas-mcp

Expert MCP

by minejpgcraft

Enables AI models to consult a configured advanced model (e.g., GPT-5.5, Claude Opus 4.7) via a streamable HTTP MCP server for deep analysis and expert advice on complex problems.

MineJPGcraft/Expert-mcp

Vala-Fi MCP Server

by academicnair009

A Bloomberg Terminal you can talk to. Query company relationships — suppliers, customers, competitors, supply chain paths — directly from Claude, Cursor, or any MCP-compatible AI assistant.

academicnair009/vala-fi-mcp

mcp-unify

by magnuscole

Unifies multiple MCP servers behind a single endpoint with lazy loading, auto-cleanup, Python plugins, and role-based filtering.

MagnusCole/mcp-unify

MCPHub

by jayden-dong

A centralized management platform that aggregates multiple Model Context Protocol (MCP) servers into a single unified endpoint for AI agents. It provides a web interface for hot-swappable tool management, proxying of existing servers, and AI-powered generation of custom MCP plugins.

Jayden-Dong/MCPHub

Postgres MCP Pro

by luislopezsanchez

A Postgres MCP server with index tuning, explain plans, health checks, and safe SQL execution.

luislopezsanchez/postgres-mcp-server

Mochify MCP

by getmochify

MCP implementation for connecting to the Mochify image processing API to convert, compress and resize images.

getmochify/mochify-cli

Google SearchConsole MCP Server

by universal-mcp

Enables interaction with Google SearchConsole tools and services through a unified API.

universal-mcp/google-searchconsole

navigravity

by miziodel

An intelligent MCP server that enables AI agents to act as sophisticated music curators for self-hosted Navidrome libraries, focusing on quality, discovery, and non-destructive management.

miziodel/navigravity

San Diego Regional GIS MCP

by codeforanchorage

Enables natural language interaction with SANDAG's regional GIS datasets for San Diego County, supporting discovery, querying, and spatial analysis of layers like parcels, floodplains, and transit.

codeforanchorage/esri-living-atlas-mcp

Weather MCP Server

by racy324

Enables real-time weather queries for 12 major Chinese cities and global locations using the wttr.in API. Built on the HelloAgents framework with no API key required.

Racy324/weather-mcp-server

Bridge-MCP

by ali-moghadam

Unified MCP server that integrates Jira, GitLab, and Confluence for AI assistants to access project management, code repositories, and documentation from a single interface.

ali-moghadam/Bridge-MCP

doc-mcp-server

by jiahuidegit

Enables AI to efficiently analyze and extract structured data from complex documents, especially Excel files, by providing tools like section reading and field mapping to reduce token usage and improve success rates.

jiahuidegit/doc-mcp-server

ga-mcp-full

by ringo380

Provides full Google Analytics 4 management and reporting capabilities via MCP, including property management, custom dimensions, audiences, events, data streams, and real-time reporting.

ringo380/ga-mcp-full