The MCP Trust Index.

mcp-server-duckdb

by synehq

Enables LLMs to interact with DuckDB databases through MCP tools for SQL queries, table management, data import/export, and schema inspection, with optional read-only mode for safety.

SyneHQ/mcp-server-duckdb

DramaCraft

by jackyxia918918

Integrates with Jianying (CapCut) and Chinese LLMs to automate short drama video editing, including commentary generation, remix creation, and draft import.

jackyxia918918/dramacraft

Shortcuts-MCP

by as2811-project

Enables Claude to execute predefined MacOS Shortcuts for extracting recipe ingredients, adding them to a Groceries list in Reminders, summarizing chat conversations into notes, and creating calendar events.

as2811-project/Apple-Shortcuts-MCP

Google Ads API v20 MCP Server

by digitalrocket-biz

Provides comprehensive access to Google Ads API v20, enabling AI assistants to manage campaigns, accounts, assets, and reporting through natural language. It features automatic retry logic, GAQL query support, and advanced functionality for Performance Max and Demand Gen campaigns.

DigitalRocket-biz/google-ads-mcp-v20

google_scholar_mcp

by byron993

MCP server for searching academic papers via Google Scholar, retrieving metadata and abstracts, with support for Chinese queries and auto-translation.

Byron993/google_scholar_mcp

MCP-ORTools

by jacck

Model Context Protocol (MCP) server implementation using Google OR-Tools for constraint solving

Jacck/mcp-ortools

HTTPX MCP Server

by avishekjana-89

The HTTPX MCP Server helps to perform REST API operations in your AI worklfows

avishekjana-89/mcp-httpx

mysql-mcp-server

by mineru98

A server application designed on top of MCP to interact with Cursor and MySQL.

Mineru98/mysql-mcp-server

FEA-MCP Server

by greatapo

FEA AI MCP Server (for LUSAS, ETABS etc)

GreatApo/FEA-MCP

MCP Server for cryptographic hashing

by kanad13

A Model Context Protocol (MCP) server for calculating MD5 and SHA-256 hashes, complete with tools and guides for understanding and building MCP servers. Works with Claude Desktop & VSCode.

kanad13/MCP-Server-for-Hashing

Aster Finance

by kukapay

Integrates with Aster Finance API to provide cryptocurrency futures trading data including kline charts, price statistics, funding rates, order books, and recent trades formatted as Markdown tables for market analysis and trading strategies.

kukapay/aster-info-mcp

sitemap-mcp-server

by mugoosse

Sitemap MCP Server

mugoosse/sitemap-mcp-server

ChessPal Chess Engine

by wilson-urdaneta

A Stockfish-powered chess engine exposed as an MCP server using FastMCP. Calculates best moves, validates moves, and provides game status via MCP tools over SSE or stdio.

wilson-urdaneta/chesspal-mcp-engine

chroma

by privetin

A Model Context Protocol server providing vector database capabilities through Chroma, enabling semantic document search, metadata filtering, and document management with persistent storage.

privetin/chroma

AI Council MCP Server

by 0xakuti

Multi-AI Consensus Tool: Query multiple AI models in parallel, synthesize responses for better accuracy, and reduce AI bias through ensemble decision-making.

0xAkuti/ai-council-mcp

Firebase DAM MCP Server

by lt012071

Enables secure, read-only access to Firebase Firestore collections and Storage buckets for Digital Asset Management systems. It allows users to query assets, versions, and comments, and search storage files using flexible filters through standard MCP tools.

lt012071/dam-firebase-mcp-server

Time MCP Server

by taki-ta

Enables LLMs to retrieve current time information for specific IANA timezones or the local system timezone. It provides accurate ISO 8601 timestamps and detects daylight saving time status for requested locations.

Taki-Ta/mcp-server-time

mcp-use-didwba

by chgaowei

An example of an MCP client and server using didwba as the authentication technology.

chgaowei/mcp-use-didwba

Embody

by dylanroscover

MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus git-diffable externalization.

dylanroscover/Embody

CodeBase Optimizer

by liadgez

Provides comprehensive codebase analysis including project structure evaluation, cross-language duplicate detection, microservices validation, and configuration optimization with AI-powered pattern learning that generates actionable improvement reports.

liadgez/codebase-optimizer-mcp

MCP Weather Free

by microagents

An MCP server that provides real-time weather data, hourly forecasts, and daily summaries using the free Open-Meteo API with no API key required. It enables users to search for weather conditions by specific coordinates or city names across multiple measurement units.

microagents/mcp-weather-free

mcp-unlock-pdf

by algonacci

MCP server to give client the ability read protected (or un-unprotected) PDF

algonacci/mcp-unlock-pdf

mcp-twitter-noauth

by baryhuang

Provides Twitter API access without local credential setup through a decoupled architecture where clients handle OAuth flows independently and pass credentials as context for core Twitter operations.

baryhuang/mcp-twitter-noauth

bing-search-mcp

by leehanchung

A Model Context Protocol server that integrates with Microsoft Bing Search API, allowing AI assistants to perform web, news, and image searches.

leehanchung/bing-search-mcp

sek-fx-mcp

by bromaniac

En Model Context Protocol-server (MCP) som kopplar en LLM till Riksbankens API för kronans växelkurs.

bromaniac/sek-fx-mcp

DeepMyst MCP Server

by deepmyst

Enables intelligent LLM optimization and routing for Claude Desktop and HTTP clients, reducing token usage and automatically selecting the best model for each query.

DeepMyst/DeepMyst-MCP

Twitter Username Changes MCP Server

by kukapay

An MCP server that tracks the historical changes of Twitter usernames.

kukapay/twitter-username-changes-mcp

filesystem

by javillegasna

Secure filesystem MCP server (Model Context Protocol) in Python — read/write, search, edit and metadata tools with directory restrictions.

javillegasna/filesystem

MCP Audio Server

by 97k

Enables audio transcription, intelligent splitting, and meeting analysis for MCP-compatible clients like Claude Desktop.

97k/mcp-audio-server

Google Calendar MCP Server

by 101ta28

Google Calendar APIを使用したMCPサーバー

101ta28/google-calendar-mcp-server

luma-api-mcp

by lumalabs

Powered by Ray (video) and Photon (image) models by Luma AI

lumalabs/luma-api-mcp

mcp-x

by lyonsupernova

Enables posting tweets to X (Twitter) via the X API v2, using Claude.

Lyonsupernova/mcp-x

WAII MCP Server

by waii-ai

Provides database interaction through natural language, enabling query execution and content processing.

waii-ai/waii-mcp-server

mcp-image-gen

by sarthakkimtani

A Model Context Protocol server that enables generation of high-quality images using the Flux.1 Schnell model via Together AI, allowing users to create images from text prompts with customizable dimensions.

sarthakkimtani/mcp-image-gen

Stripe

by atharvagupta2003

Integrates with Stripe's payment processing API to enable transaction processing, customer management, and subscription handling for financial applications.

atharvagupta2003/mcp-stripe

Primp MCP Server

by tjsnell

An MCP server that provides HTTP client capabilities with browser impersonation for Chrome, Firefox, Safari, and Edge across multiple operating systems. It enables tools for making authenticated web requests, handling multipart file uploads, and retrieving responses in various formats.

tjsnell/primp-mcp

MIST - Model Intelligence System for Tasks

by cloaky233

Empowers AI assistants with real-world capabilities including note management, Gmail integration, Google Calendar and Tasks management, and Git repository operations through the Model Context Protocol.

CLoaKY233/MIST

cfbd-mcp-server

by lenwood

An MCP server enabling CFBD API queries within Claude Desktop.

lenwood/cfbd-mcp-server

aws-cost-mcp

by cred-club

Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effective and detailed cost analysis.

CRED-CLUB/aws-cost-mcp

Jewish Library MCP Server

by sivan22

makes the jewish library accessible to LLMs through the MCP protocol

Sivan22/mcp-otzaria-server

Python Server MCP - Cryptocurrency Price Service

by stevearagonsite

A template repository for MCP

stevearagonsite/PythonServerMcp

mcp-everest

by spron-in

An unofficial MCP server for Percona Everest that enables AI-powered interaction with database clusters, including listing, retrieving details, credentials, and components.

spron-in/mcp-everest

Patronus MCP Server

by patronus-ai

Enables running LLM evaluations, experiments, and custom evaluators through a standardized MCP interface.

patronus-ai/patronus-mcp-server

ReActMCP

by mshojaei77

ReActMCP is a reactive MCP client that empowers AI assistants to instantly respond with real-time, Markdown-formatted web search insights powered by the Exa API.

mshojaei77/ReActMCP

Claude Memory MCP Server

by towan912

Provides a tiered, persistent memory architecture for Claude to automatically capture and retrieve user preferences, facts, and conversation history across sessions. It supports semantic search and seamless integration with the Claude desktop application using the Model Context Protocol.

towan912/claude-memory-mcp-cf

McPortfolio

by ebrandler

Enables LLM-driven portfolio optimization using natural language, providing tools for mean-variance, HRP, Black-Litterman, and other optimization methods.

ebrandler/mcportfolio

Obsidian MCP Server

by pmmvr

MCP server enabling AI agents to perform natural knowledge discovery and analysis across Obsidian vault

pmmvr/obsidian-api-mcp-server