The MCP Trust Index.

Jira Weekly Reporter MCP Server

Jira Weekly Reporter MCP Server

Jongryong/jira_reporter

videocapture-mcp

Model Context Protocol (MCP) server to capture images from an OpenCV-compatible webcam or video source

13rac1/videocapture-mcp

PayLink MCP Server

Open-source MCP server that streamlines payment integration for AI agents and financial apps in Africa, providing unified tools for providers like M-Pesa.

paylink-ai/paylink_mcp_server

Haiguitang MCP Server

Enables LLMs to host and play Situation Puzzle (海龟汤) games where users solve mysterious scenarios by asking yes/no questions to uncover the full story behind seemingly illogical situations.

StevenFengLi/haiguitangmcp

Food Travel MCP Server

An MCP server that integrates with Google Places API to enable AI clients to search for restaurants and get food recommendations based on location and preferences.

snehalsaurabh/Travelio-MCP

MCP Math Tools

Provides basic mathematical operations like addition, subtraction, multiplication, and division via the Model Context Protocol using stdio transport. This project serves as a complete reference implementation for a functional MCP server and client setup.

wapred/mcp-math-stdio

Professional Python MCP Server

A comprehensive MCP implementation designed for fullstack development that enables code manipulation, terminal command execution, and system notifications. It provides an intelligent agent interface powered by Gemini to automate Python and Next.js development workflows.

bash20cu/mcp-server-python

Google Workspace CRM MCP Server

A Python MCP server that provides a lightweight CRM by integrating Google Sheets, Gmail, and Google Docs for contact management, email communication, and document creation. It features 30 specialized tools, OAuth2 endpoint protection, and a comprehensive audit logging system.

aliomraniH/modern_CRM_MCP

MCPServerDemo

A demonstration server that implements JSON-RPC 2.0 methods for basic arithmetic using FastAPI. It provides integration examples for the Model Context Protocol (MCP) using FastMCP to connect with Claude Desktop.

NitinUdasin/MCPServerDemo

estore-mcp-server

Provides comprehensive enterprise e-commerce data including global store profiles, product category statistics, and sales performance analysis. It enables users to search for companies and evaluate their domestic and international e-commerce business layouts across various platforms.

handaas/estore-mcp-server

cognee MCP server

Enables Claude to interact with cognee for cognitive augmentation, supporting local or Smithery installation.

JeromyJSmith/cognee-mcp-server

Local File Reader

Read the contents of local files on demand. Quickly preview, copy, or analyze file text without leaving your workflow. Save time by pulling exact file content when you need it.

guanqun-yang/mcp-server-read-file

mcp_servers

提供A股行情数据服务，支持获取实时行情、K线数据、股票列表、搜索、市场指数和热门股票等功能。

QiuYanzhao/mcp_servers

debugpy-mcp

An MCP server that enables agents to attach debugpy to running Python processes inside Docker containers for enhanced debugging and inspection. It provides tools for container autodiscovery, process injection, and generating breakpoint plans based on logs and metadata.

will-garrett/debugpy-mcp

Hiking MCP Server

Allows you to search for hiking routes on Wikiloc using geographic and textual queries.

Adriapt/hiking-mcp

Automata MCP Server

A plugin-based MCP server built on FastAPI that supports dynamic tool loading, hot reloading, and API key authentication for extensible AI tool integrations.

Fridemn/Automata-mcp-server

demomagic/duckchain-mcp

Explore blockchain data across addresses, tokens, blocks, and transactions. Investigate any transa…

demomagic/duckchain-mcp

FDEP MCP Server

Provides static code analysis for enterprise-scale Haskell codebases with 40+ comprehensive tools for analyzing modules, functions, types, classes, imports, and architectural dependencies through real-time queries.

juspay/fdep-mcp-server

Spotify MCP Server

A MCP server for controlling Spotify playback, searching for content, and managing playlists via OAuth authentication.

garywwh/spotify_mcp_server

Trilium MCP Server

Enables users to manage Trilium Notes through natural language commands in the terminal. Provides full ETAPI integration for creating, searching, moving, and editing notes, along with an autonomous agent for complex organizational tasks.

dhiraj-ydv/trilium-mcp

Web Scraper MCP Server

Enables AI agents to fetch, clean, and extract readable content from web pages, optionally including links and images, via the scrape_url tool.

null-create/mcp-web-scraper-server

OmniDocs MCP

An intelligent MCP server that enables AI agents to crawl, index, and semantically search official framework documentation using local RAG. It prevents hallucinations by providing precise, up-to-date documentation excerpts directly into the AI's context window.

Yogesh-G-3468/omnidocs-mcp

database-mcp

Automatically discovers database schema, performs data quality checks on tables and columns, and generates natural-language root cause analysis reports using Ollama LLM.

hargurjeet/database-mcp

Oracle ADB MCP Server

Connects to Oracle Autonomous Database via OCI Bastion tunneling to enable AI-powered database exploration. Supports schema introspection, automatic ERD generation, and read-only SQL query execution through natural language interfaces.

hanley-development/oracle-mcp

Discord Notifications MCP Server

Enables AI agents to interact with Discord by sending notifications, creating channels, and managing interactive questions with support for two-way responses. It allows for streamlined communication through channel keys and supports various question types like multiple-choice and extended-answer modals.

skitzo2000/mcp-discord-notify

Name: CryptoScholar

Crypto technical analysis inside Claude. Get live TA from Binance (EMA, RSI, MACD, ADX, TSS score), macro market context (ARS/MRS scores), coin ranking, and a grounded bull/bear debate — no chart-switching needed.

cryptographer11/cryptoscholar

Cyphers MCP Server

An MCP server that integrates the Neople Cyphers Open API with AI assistants for searching players, match histories, and rankings. It provides tools for retrieving character info, game items, and real-time statistics directly through natural language.

DHKim327/CyphersMCPServer

Glee

The Essential MCP Toolkit for Developers

GleeMCP/Glee

mastodon-mcp-server

Comprehensive MCP server for Mastodon integration, enabling AI assistants to read timelines, post statuses, manage accounts, search, and more on any Mastodon instance.

VitexSoftware/mastodon-mcp-server

Facebook Ads MCP Server

Connects AI assistants to Facebook's Ads API to enable natural language queries for campaign data, insights, and performance metrics. It allows users to manage ad accounts and retrieve detailed analytics like impressions, clicks, and spend through MCP-compatible interfaces.

David-mo/fb-ads-mcp-server

Salesforce MCP Server

Enables Salesforce lead and permission set management through natural language. Supports creating leads, creating permission sets, and assigning permission sets to users via the Model Context Protocol.

sfdevabhishek/mcp

Expense Tracker MCP

Enables tracking of personal expenses with tools to add, list, update, delete, and summarize expenses by category.

Rawal1755/expense-tracker-mcp2

openBIS

Exposes openBIS scientific data management to LLM agents with 30+ tools for browsing, searching, and managing research data.

biterik/openbis-mcp-server

InfiniteMCP

A meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.

day50-dev/infinite-mcp

foreman-mcp-py

MCP server to interact with Foreman (Red Hat Satellite) instances, enabling management of hosts, provisioning, and configuration via natural language.

adamruzicka/foreman-mcp

ckb

Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping

nyxCore-Systems/ckb

VaultForge

An MCP server for Obsidian that enables canvas creation with auto-layout, BM25-ranked search, vault theme mapping, and 27 tools for managing notes, files, and links.

blacksmithers/vaultforge

penpot-mcp

Penpot MCP server

montevive/penpot-mcp

RAGex

Gives Claude semantic search superpowers to find and reuse existing patterns in your codebase.

jbenshetler/mcp-ragex

Calendar MCP Server

Enables access to Google Calendar events from a public ICS feed, allowing users to list and search calendar events within specific date ranges with automatic handling of recurring events.

ChristophePRAT/calendar-mcp

KDD Conversacional (mcpDataAnalysis)

A conversational copilot that guides users through the Knowledge Discovery in Databases (KDD) process to perform automated data profiling, analysis, and modeling via natural language. It enables the creation of interactive dashboards and manages the end-to-end analytical workflow within a secure sandbox environment.

fhp101ml/mcpDataAnalysis

Canvas LMS MCP Server

Connects Claude AI to your Canvas LMS account, enabling natural language interaction with coursework including assignments, grades, announcements, and calendar.

adityas0604/MCP-Canvas

ProjectSight MCP Server

Provides access to the ProjectSight API for managing construction portfolios, projects, and records like ActionItems, RFIs, and Submittals. It features a modular architecture supporting CRUD operations, workflow state management, and OAuth2 authentication.

Charley-Forey-AI/ProjectSight-MCP

mcp-chatbot

MCP Chatbot powered by Anthropic Claude. Delivering on‐demand literature search and summarisation for academics and engineers

mctrinh/mcp-chatbot

ouro-mcp

MCP server for the Ouro platform, enabling AI agents to search, read, query datasets, create content, and execute API routes on Ouro through the Model Context Protocol.

ourofoundation/ouro-mcp

MCP Server Example

A reference implementation of a Model Context Protocol server that demonstrates core primitives including tools, resources, and prompts. It enables users to perform basic arithmetic operations and manage notes through a simple storage system.

binodrajpandey/mcp-example

Data Discovery Tool

Enables AI agents to index and search across SQLite databases and CSV files to discover table schemas and column metadata. It provides a unified MCP API for data source management and structural exploration through natural language.

SofiaPurtova/data-discovery-tool

Travel Itinerary Backend System with MCP

FastAPI-based travel itinerary system with MCP integration for AI-powered discovery, filtering, and creation of travel plans via natural language.

aryanranderiya/itinerary-mcp-server

ulanzi-mcp

MCP server and CLI for controlling Ulanzi TC001 Smart Pixel Clock via AWTRIX3 HTTP API. Enables power, brightness, notifications, and more from AI assistants.

Jelloeater/ulanzi-mcp

poe2-mcp

An MCP server for Path of Exile 2 build analysis that loads builds from Path of Building export codes and allows natural language interrogation via any MCP-compatible client.

deepwa7er/poe2-mcp