The MCP Trust Index.

Agentic Multi-AI Toolkit

Organizes AI functionality into specialized agents (OpenAI, Ollama, and File agents) through a centralized tool registry, enabling hybrid workflows that combine cloud and local AI capabilities with file operations.

adamsalah13/mcp_server_full

gcal-mcp

An MCP server that provides integration with Google Calendar, allowing users to list calendars and manage events. It enables searching, creating, and modifying calendar entries through tools designed for the Model Context Protocol.

jdcc/gcal-mcp

MCP For Unity

Enables AI clients to interact with and control the Unity Editor through a Python MCP server bridge, allowing natural language-based Unity project manipulation.

yunuscan/MCPForUnity

MEMGRAPH-MCP

A durable multi-agent orchestrator for software development with explicit run graphs, checkpoint/resume capabilities, and project memory exposed through MCP resources and tools. It enables coordinated agent workflows for coding, review, repair, CI, and approval with SQLite-backed memory retrieval and pluggable research backends.

MikeB317/MEMGRAPH-MCP

Gangtise Ultra MCP Server

Provides standardized access to Hong Kong stock market data and professional research reports, including broker insights and company notices. It enables intelligent searching, batch queries, and preset analysis templates for market sentiment and investment logic.

hanlinlibham/gangtise_mcp

Overwatch MCP

An MCP server that enables querying logs and metrics from Graylog, Prometheus, and InfluxDB 2.x. It provides tools for executing Lucene log searches, PromQL queries, and Flux queries directly within MCP-compatible clients.

malindarathnayake/Overwatch-mcp

mcp-remote-py

A minimal Python-based proxy that bridges local MCP STDIO clients with remote MCP SSE servers. It enables bidirectional JSON-RPC message passing between standard command-line tools and web-based remote endpoints.

elphinsnow/mcp-remote-py

BaiGe MCP Server

一个 MCP 服务器，提供基于百鸽查游戏王卡的工具

liggest/mcp-server-baige

Jira MCP Integration

Enables AI agents to interact with Jira Cloud through the REST API, supporting project management, issue operations (create, read, update, delete), JQL search, task assignments, and status transitions.

Koveh/jira-mcp

CipherTrust Manager MCP Server

Enables AI assistants like Claude and Cursor to interact with CipherTrust Manager resources for key management, CTE client management, user management, and connection management through the ksctl CLI.

sanyambassi/ciphertrust-manager-mcp-server

Append Log

Append-only log server for persisting and querying timestamped JSON entries from agents.

bobbyhouse/append-log-mcp

All-in-One

Integrates GitLab, Jira, Confluence, YouTube, and Google AI to provide search capabilities and utility tools for streamlined development workflows and project management tasks.

athapong/aio-mcp

Job Listings MCP Server

A Python-based microservice that scrapes, deduplicates, and stores fresh job listings from multiple platforms. It enables users to access and filter a live feed of job data through a REST API for integration into portfolio sites and other applications.

itsyashvardhan/mcp-server

Trello MCP Server

A simple yet powerful MCP server for Trello.

m0xai/trello-mcp

MCP Hello World Server

A demonstration Model Context Protocol server that provides a configurable 'Hello World' tool with multi-language support and input validation. It supports both local stdio and remote HTTP deployment via Docker, facilitating testing and integration with platforms like Cursor and Manus.

BreezeWind889988/python-mcp

TenderAI

An MCP server that automates government and enterprise tender workflows, including RFP parsing, proposal generation, and compliance tracking. It provides 18 specialized tools for technical and financial proposal assembly, partner coordination, and hybrid search across past proposal archives.

dbugom/tenderai-mcp-server

Swiss Meteo MCP

An experimental MCP server that provides weather information tools, including temperature lookup via wttr.io, along with note-taking capabilities for learning MCP server development with GitHub Copilot.

lorenzwalthert/swiss_meteo_mcp

MCP4Meme

Provides comprehensive tools for tracking meme coins on the Four.meme ecosystem, including bonding curve progress, market data, and trader analysis. It enables users to discover trending tokens and monitor real-time trading activity using Bitquery API data.

hawkli-1994/mcp4meme

QuickSight MCP Server

An auto-generated MCP server that enables interaction with AWS QuickSight services through the Model Context Protocol. Provides programmatic access to QuickSight's business intelligence and analytics capabilities via the AWS QuickSight OpenAPI specification.

anhminhnguyen3110/quicksight-mcp

Angel One MCP (Model Context Protocol)

Local MCP server connecting to Angle One SDK

ankushCodeX/mcpserver-AngleOne

Acunetix MCP Server

Exposes the Acunetix Scanner API as a streamable HTTP MCP server, allowing clients to interact with security scanning tools via standardized requests. It enables automated vulnerability management and integration with platforms like GhostReconRev through a containerized bridge.

therealcoiffeur/MCPwnetix

Xentral MCP HTTP Server

Enables integration with Xentral ERP system through a Model Context Protocol server, providing 100+ tools for managing daily ERP workflows like customer searches, orders, and other business operations.

matthiashuebner/xentral-mcp

Android MCP Server

Enables AI agents to fully control Android devices through over 30 tools for app management, UI automation, and vision-based analysis via ADB. It supports multi-device management, action recording, and smart execution strategies ranging from UI hierarchy parsing to coordinate-based interaction.

divineDev-dotcom/android_mcp

muze-mcp

Provides Meta and Google Ads intelligence for AI assistants, enabling users to analyze performance, track competitors, and manage ad campaigns through natural language. It features 17 tools for generating creative concepts, scraping competitor ads, and performing deep account-level analysis.

Agent-Prod/muze-mcp

Frankfurter Forex MCP

An MCP server that provides currency rates, conversions, and historical exchange-rate data using the Frankfurter API. It enables users to retrieve latest rates, convert amounts between currencies, and access time-series data for currency pairs.

lcfranca/frankfurter-forex-mcp

Morse Code MCP Server

一个基于Python的摩尔斯电码服务器项目

lqycoding/morsecode-mcp-server

IMDB MCP Server

Provides access to IMDB movie and person data, including searches, cast details, and top-rated lists through the Model Context Protocol. It enables LLMs to fetch structured cinematic metadata and filmographies using the Cinemagoer backend.

ron103/imdb-mcp

MCP Image Recognition Server

Enables image analysis and recognition through multiple LLM vision models (Gemini, GPT-4o, Qwen-VL, Doubao) by accepting image URLs or Base64 data and returning text descriptions or answers to questions about the images.

glasses666/mcp-image-recognition-py

search-mcp

Enables web search capabilities using DuckDuckGo's free API without requiring authentication or API keys.

deeprave/mcp-websearch

🎓 Semantic Scholar MCP Server

🔍 This project implements a Model Context Protocol (MCP) server for interacting with the Semantic Scholar API. It provides tools for searching papers, retrieving paper and author details, and fetching citations and references.

JackKuo666/semanticscholar-MCP-Server

Weather MCP

Provides weather query capabilities including current weather, daily/hourly forecasts, air quality data, and weather alerts through QWeather API integration with JWT-based authentication.

Jayleonc/weather-mcp

methods-mcp

Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.

webwebb56/methods-mcp

GitHub Analyzer Pro MCP Server

A production-ready server featuring over 28 tools for comprehensive GitHub analysis, including repository metadata, issue tracking, and workflow monitoring. It enables users to search repositories, analyze contributor activity, and inspect codebase health through natural language.

iamthite/GitHub-Analyzer-MCP-Server

ICON MCP v109 MCP Server

An MCP server that provides AI agents and LLMs with standardized tool access to the ICON MCP v109 API. It supports asynchronous operations and simplifies deployment through Docker and Docker Compose.

Traia-IO/icon-mcp-v109-mcp-server

VayuChat MCP

A FastMCP server for natural language data analysis that allows users to load CSV files, execute Python code with pandas and numpy, and generate matplotlib visualizations. It provides a suite of tools for data exploration, statistical summaries, and querying datasets through MCP-compatible clients.

nipunbatra/vayuchat-mcp

SPOKE

Provides access to the SPOKE biomedical knowledge graph for querying relationships across genes, proteins, diseases, compounds, and biological entities.

baranzinilab/spokeagent

MCP Parking Server

A read-only MCP server for querying parking management systems using natural language and secure SQL. It enables searching for parking locations, retrieving billing configurations, and understanding database schemas through business context tools.

m-umemura-pitdesign/pit-mcp

YA_MCPServer_Template

A structural template for developing Model Context Protocol (MCP) servers, featuring predefined sections for organizing tools, resources, and prompts.

husthlz/mcp

Gemini TTS

Provides text-to-speech capabilities using Google Gemini API with configurable voice styles and emotional tones.

balheru/mcp-speak

Trello MCP Server

A simple yet powerful MCP server for Trello.

m0xai/trello-mcp-server

Weather MCP Server

Provides current weather conditions, multi-day forecasts, and location search capabilities through integration with weather APIs, enabling natural language weather queries and comparisons.

gitPratikSingh/weather_mcp_server

PyNet Bridge

PyNet Bridge MCP implementation to connect IAs with PyNet Platform.

rafa2403nunez-droid/PyNetBridge

MCP Chat

A command-line interface application enabling interactive chat with AI models via the Anthropic API. It supports document retrieval, command-based prompts, and extensible tool integrations through the MCP architecture.

MeeraMendhe/MCP-

OC Transpo MCP Server

Provides real-time transit data for OC Transpo in Ottawa, including live vehicle positions and trip updates via GTFS-RT feeds. It enables AI agents to monitor arrival delays, schedule changes, and transit telemetry through the Model Context Protocol.

dwdraju/OCTranspoMCP

Squad

Your AI Product Manager. Surface insights, build roadmaps, and plan strategy with 30+ tools.

the-basilisk-ai/squad-mcp

LLM Jukebox

Enables LLMs to search YouTube for music, download videos as MP3 files, and play audio with playback controls.

jabberjabberjabber/llm-jukebox

SolaGuard MCP Server

Provides comprehensive Biblical research tools including scripture lookup, interlinear Greek/Hebrew data, and Strong's concordance within a Protestant theological framework. It enables AI applications to perform full-text biblical searches, topical studies, and cross-referencing using authoritative theological data.

jissac/solaguard-mcp-server

MCP for Vivado

An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.

lzw12123/mcp-for-vivado

Run the weather server in a separate terminal

LangGraph agent integrated with MCP (Model Context Protocol) servers for math and weather services

juananpe/langgraph-mcp

Screen MCP

Enables LLMs to capture screenshots and screen recordings through MCP with chunked session-based transfers for reliable image consumption. Supports multi-monitor selection, timeline capture, and compatibility with both vision and non-vision language models.

jeandelest/screen-mcp