The MCP Trust Index.

ragora

Search your knowledge bases from any AI assistant. Ragora is a knowledge marketplace that lets you upload, organize, and search documents using hybrid RAG (dense + sparse vectors). Connect via MCP to search across all your collections directly from Claude, Cursor, VS Code, and more.

velarynai/ragora-mcp

arxiv-mcp-server

Basic arXiv MCP server

tleguen833/arxiv-mcp-server

Excalidraw MCP App Server

Enables users to create and interact with hand-drawn sketches and architecture diagrams directly within chat interfaces using Excalidraw. It leverages the Model Context Protocol to provide interactive HTML visualizations with smooth viewport control and fullscreen editing capabilities.

functionstackx/excalidraw-mcp

reversi-mcp-ui

This is a simple Reversi game that uses MCP-UI. > Note: Currently, there is no MCP client that fully supports MCP-UI UI Actions, Therefore, please specify the coordinates of the stone position in text (e.g. A1 or H6). However, its greatest feature is that **"the rules of Reversi are decided by the MCP, making it difficult for the AI to cheat the rules of the game."** Because Reversi is simple, AI rarely cheats the game rules, but it's known that AI often cheats when playing more complex games

mfukushim/reversi-mcp-ui

McpWeatherServer

Weather server MCP

narasamdya/McpWeatherServer

Koyeb MCP Server

Enables programmatic management of Koyeb resources including apps, services, deployments, and instances via the Model Context Protocol. It allows users to query build and runtime logs and perform resource lifecycle operations through the Koyeb API.

samihalawa/mcp-server-koyeb

justdopeshop

using cursor and GitHub mcp server

aycher2000/justdopeshop

Greek Insurance Registry

Locate and verify insurance intermediaries registered in Greece using various search parameters. Retrieve detailed professional information through VAT numbers, registration codes, or geographic locations. Streamline compliance and due diligence by accessing up-to-date legal status and certification data for insurance professionals. Source code: https://github.com/conetgr/eoa-mcp-server

christos/eoa-intermediaries

Remote MCP Server on Cloudflare

Enables deploying and running a Model Context Protocol (MCP) server on Cloudflare Workers with built-in OAuth authentication. It allows users to host and access tools remotely via Server-Sent Events (SSE) transport from clients like Claude Desktop.

EmAa-F/remote-mcp-server

Crawl4AI RAG MCP Server

A powerful implementation of the [Model Context Protocol (MCP)](

Anshumaan031/Crawl4AI-RAG-MCP-Server

Contabo (VPS) MCP Server

Contabo API (v1.0.0) as MCP tools for cloud provisioning, and management. Powered by HAPI MCP server

la-rebelion/hapimcp

ExMCP Test Server

Test implementation of mcp server in Elixir

y86/ex-mcp-test

DataClawe — Database as a Utility

AI-native database utility. Talk to your DB in plain language. No SQL. MySQL & PostgreSQL.

DataClawe/dcl-spec

Bench

USB hardware discovery, device identification, serial communication, and diagnostics for makers and hardware engineers.

seayniclabs/bench

SuperGateway 介绍

Run MCP stdio servers over SSE and SSE over stdio. AI gateway.

coding-alt/supergateway

DevContext

An autonomous MCP server providing project-centric context awareness through keyword analysis, relationship graphs, and structured metadata retrieval. It enables intelligent codebase understanding and task management workflows by continuously learning from development patterns and conversations.

aiurda/devcontext

LinkedIn Profile Data Mining Server

Enable advanced LinkedIn profile search, extraction, and contact information enrichment through a powerful MCP server. Leverage AI-powered query expansion, smart filtering, and multiple data sources to obtain comprehensive and validated professional profiles. Export and manage data efficiently with built-in CSV support and persistent storage.

amankale376/profile-researcher

vc-mcp

MCP Server for VidiCore

prithviraj/vc-mcp

MCP Local LLM Server

A privacy-first MCP server that provides local LLM-enhanced tools for code analysis, security scanning, and automated task execution using backends like Ollama and LM Studio. It enables symbol-aware code reviews and workspace exploration while ensuring that all code and analysis remain strictly on your local machine.

rodhayl/mcpLocalHelper

mcp-server-webcrawl

MCP server tailored to connecting web crawler data and archives

pragmar/mcp-server-webcrawl

metricsign

Monitor and troubleshoot your Power BI refreshes. Get refresh status, incidents, fix suggestions, and data lineage — all from your AI assistant. Tells you not just what broke, but how to fix it.

wkruithof/metricsign

sample-kt-mcp-server

A plactice of MCP (Model Context Protocol) Server by kotlin.

nekorush14/sample-kt-mcp-server

mcp-kultur

Cultural Intelligence Infrastructure for AI Agents. Analyze cultural context, check sensitivity, localize content across 200+ markets with 15 tones and 8 specialized tools.

kultur-dev/mcp-server

PapersFlow

Turn any AI agent into an academic researcher that can search, read, cite, and write full literature reviews autonomously.

papersflow-ai/papersflow-mcp

Bright Data

Integrates with Bright Data's web scraping platform to provide bot detection bypass, browser automation via Playwright, and access to 40+ pre-built datasets from major platforms like Amazon, LinkedIn, and Google Maps with structured data extraction and JSON conversion capabilities.

dsouza-anush/brightdata-mcp-heroku

ilert - MCP Server

The official Model Context Protocol (MCP) server for ilert.

iLert/mcp-ilert

SpecLinter MCP

An AI-powered tool that transforms natural language specifications into structured, actionable development tasks with quality grading and Gherkin test scenarios. It also features semantic similarity detection to prevent duplicate work and validates implementations against original requirements.

orangebread/speclinter-mcp

supabase-mcp

d64483912-cmd/supabase-mcp

azure-cli-mcp-using-python

MCP server to access Azure using az commands.

devanshjainms/azure-cli-mcp-using-python

SpriteCook

Generate game sprites and assets from text prompts for game development.

SpriteCook/skills

Storyblok

Integrates with Storyblok CMS for complete content management including story operations, publishing workflows, version control, asset handling, component schemas, and datasource management with proper authentication and validation.

arjuncodess/storyblok-mcp

expense-management

An expense management MCP server

under-doc/expense-management

Ansvar Zambian Law

Zambian legislation with full-text search across statutes and provisions.

ansvar-systems/zambian-law-mcp

MCP Medical Appointments Demo

Enables users to manage medical appointments by searching for doctors, checking availability, and booking sessions through a natural language interface. It serves as a reference implementation for advanced MCP features like symptom-based specialist recommendations and multi-step scheduling workflows.

bicatu/mcp-skills-demo

delorenj/mcp-server-trello

An MCP server for Trello boards, powered by Bun for maximum performance.

delorenj/mcp-server-trello

hugeicons/mcp-server

MCP server for Hugeicons search and usage documentation

hugeicons/mcp-server

parsec-mcp

Trade and monitor prediction markets across Polymarket, Kalshi, Opinion, Limitless, and PredictFun from any AI agent. Unified real-time data, live orderbook streaming, and order execution — one API key, one interface, five exchanges.

parsecular/parsec-mcp

MacroOracle

US Macro Economic Intelligence MCP — 8 tools for Fed rates, inflation, yield curve, labor market, GDP via FRED. Part of ToolOracle.

ToolOracle/macroooracle

macalc

The most comprehensive everyday calculator MCP server — 501 tools across 22 categories covering 8 countries' tax systems (FR, BE, CH, CA, US, UK, MA, SN). Finance, health, math, science, construction, conversions, education, sport, cooking, travel, and more. Free, no API key required. Streamable HTTP transport.

tresor4k/macalc-mcp

mcp-servers

A collection of MCP servers.

MCP-Base/mcp-servers

Bundler Gem Explorer

Provides detailed information about Ruby gem dependencies in a project's Gemfile, including versions, descriptions, installation paths, documentation locations, and source code files.

subelsky/bundler_mcp

monday-mcp-server

monday.com mcp server

RomKadria/monday-mcp-server

skill4agent MCP Server

MCP (Model Context Protocol) Server for skill4agent - Search, view, and install AI skills in AI conversations.

osulivan/skill4agent-mcp-server

Weik.io Integration Expert: MCP Server

MCP server for the Apache Camel based Weik.io Integration Platform

weikio/mcp-server

mcp-sora

acedatacloud-mcp/mcp-sora

Microsoft To Do

Manage tasks and lists with Microsoft Entra ID authentication

anoopt/remote-mcp-entra-id-todo

trea_mcp_demo

这是一个使用MCP Server创建的演示项目，用于展示Git和GitHub的基本版本控制操作。

xiaobaicy/trea_mcp_demo

OneKGPd

Access to 1000 Genomes Project dataset, hosted online in Dnaerys variant store

dnaerys/onekgpd-mcp

MyGenome

Personal Genome Exploration

dnaerys/mygenome

Spring AI Example

spring ai example. mcp server, agentic ai.

lucasdengcn/spring-ai-example