The MCP Trust Index.

Bocha Search

Integrates with Bocha, a Chinese search engine, to provide web search capabilities with rich structured data from billions of documents across multiple domains and languages.

bochaai/bocha-search-mcp

Hyperliquid MCP Server

Enables interaction with the Hyperliquid exchange to trade perpetuals, check positions, and manage risk through natural language. It provides tools for fetching real-time market data, tracking portfolio value, and executing orders with a focus on safety through default paper trading.

samklein952-hub/hyperliquid-mcp

Google Services MCP Server

Provides access to Google Sheets, Gmail, and Google Calendar through 13 tools that enable reading/writing spreadsheet data, managing emails, and creating/updating calendar events.

t4nm4ymittal/mcp

Cluster Execution MCP Server

Enables cluster-aware command execution and automatic task routing across distributed nodes based on system load, architecture, and OS requirements. It supports parallel execution, remote node management via SSH, and dynamic load balancing for agentic workflows.

marc-shade/cluster-execution-mcp

iTick MCP Server

Provides real-time financial market data for stocks across multiple markets (A-shares, Hong Kong, US, etc.) including live quotes, K-line data, tick data, order book depth, technical indicators, and money flow analysis through the iTick API.

hmq19900504/itick-mcp

Nager MCP v101

An MCP server that provides access to the Nager.Date API for retrieving public holiday information across various countries. It enables AI agents to interact with holiday data and date-related endpoints through standardized Model Context Protocol tools.

Traia-IO/nager-mcp-v101-mcp-server

RoboDK MCP Server

Enables AI agents to control RoboDK robotics simulation software, allowing them to manage stations, add robots, and inspect station hierarchies through natural language commands.

lilyuppi/mcp_robodk

Domain Checker MCP Server

Enables domain availability checking through dual verification using WHOIS lookups and DNS resolution. Supports both single and batch processing to provide detailed analysis on whether domains are likely available or already registered.

ajot/domain-checker-mcp-server

Paytm MCP Server

A Python-based MCP server for managing Paytm payment links and transactions. It enables users to create payment links, list created links, and retrieve transaction details for specific payment links.

shivam3-garg/payment-mcp

Azure Pricing

Integrates with Microsoft's Azure Retail Prices API to provide service family listings, product filtering, and monthly cost calculations for cloud pricing analysis and budget planning workflows.

sboludaf/mcp-azure-pricing

MCP Weather Server

Enables AI agents to retrieve real-time weather conditions and forecasts via OpenWeatherMap API. Supports interactive weather queries and travel planning through MCP tools, resources, and prompts.

deepcodes7/MCPServerWeather

Flow-Registration MCP

Provides programmatic access to variational optical-flow motion correction for 2-photon microscopy videos and volumetric 3D scans. It enables AI assistants to perform automated motion correction on microscopy data through the Model Context Protocol.

FlowRegSuite/mcp-flowreg

Development Automation Server

Provides a development automation server with modular architecture for fetching web content, accessing documentation, analyzing project structure, and performing web searches through internet and Perplexity APIs.

alexsmirnov/obsidian-second-brain-mcp

Financial Analyst MCP Server

Enables interactive stock market analysis using local Deepseek-R1 model through Ollama. Supports querying stock data, generating visualizations, and performing financial analysis via natural language commands in Cursor IDE or terminal.

PrakharSinghDev/MCP-powered-financial-analyst

MCP-RAGNAR

A local RAG server that enables document indexing and sentence window retrieval across multiple file formats like PDF, MD, and DOCX. It supports both local Hugging Face models and OpenAI embeddings for efficient context-aware querying through the Model Context Protocol.

bixentemal/mcp-ragnar

PixelPanda MCP Server

Provides 33 image processing tools ranging from local edits like resizing and cropping to AI-powered features like background removal and upscaling. It also supports advanced professional workflows for generating AI product photography and virtual try-on scenes.

RyanKramer/pixelpanda-mcp

Redshift

Provides secure Amazon Redshift database access with configurable permission modes (readonly, readwrite, admin) that enforce SQL operation restrictions, featuring automatic connection management, schema discovery, query execution, and built-in command filtering to prevent dangerous operations.

anshulpatre/my-redshift-mcp

Tastytrade MCP Server

Provides access to Tastytrade historical price data via the Model Context Protocol. It enables users to retrieve historical candle data for specific financial symbols and time intervals.

tnngnc/mcp_tasty

mcp-mybatis

A MyBatis configuration validation tool that checks for consistency between Java entity fields and database columns across XML maps, annotations, and SQL queries. It provides detailed diagnostic reports and actionable prompts to help developers identify and fix mapping errors and configuration issues.

Hale2000/mcp_mybatis

Curl MCP Server

Enables full curl functionality within the Model Context Protocol, allowing users to execute network requests with support for custom headers and host networking. It facilitates interaction with local and external APIs, including those using self-signed certificates, directly through Docker.

wujtruj/curl-mcp-server

Google ADK Speaker Agent with ElevenLabs

Quick example of building a speaker agent with Google ADK and ElevenLabs' MCP server

reymerekar7/google-adk-elevenlabs-mcp

Parquet MCP Server

Enables querying, modifying, and managing Parquet files with CRUD operations, semantic search, audit logging, and rollback capabilities for structured data storage.

markmhendrickson/mcp-server-parquet

routine-mcp

A Model Context Protocol (MCP) server built with the mcp-framework for developing and managing custom tools. It provides a structured foundation for building and integrating modular components like data processors and API clients into Claude Desktop.

rskmanz/routine-mcp

Grist MCP Server

Connects Claude Desktop to Grist spreadsheets, enabling users to browse documents, tables, and columns through natural language. It supports reading, writing, and querying data using standard record operations or direct SQL queries.

steven-altitude/mcp

Qdrant with OpenAI Embeddings

Connects AI systems to Qdrant vector databases for semantic search using OpenAI embeddings, enabling contextual document retrieval and knowledge base querying.

amansingh0311/mcp-qdrant-openai

lineex/pubmed-mcp-smithery

Search PubMed with precision using keyword and journal filters and smart sorting. Uncover MeSH ter…

lineex/pubmed-mcp-smithery

AutoBot MCP

Enables remote control and automation of Android devices through the Model Context Protocol, supporting UI interactions, app management, ADB commands, screenshots, and device information retrieval via AutoBot API.

yz0903/autobot-mcp

File Search MCP

A specialized Model Context Protocol (MCP) server for full-text search within a filesystem.

Kurogoma4D/file-search-mcp

IPL MCP Server

Provides natural language access to IPL cricket match data, allowing users to query player statistics, team performances, and match results. It utilizes a SQLite backend and Cricsheet data to deliver detailed cricket analytics through the Model Context Protocol.

jay-arora31/ipl-match-mcp-server

my-mcp-server2

A Model Context Protocol server built with FastMCP that features dynamic tool loading and modular management via a dedicated tool directory. It supports both stdio and HTTP transport modes, enabling efficient development and deployment of custom MCP tools.

kcbabo/my-mcp-server2

Logpush MCP

Enables reading and analyzing Cloudflare Workers logpush data stored in R2 buckets. Supports searching logs with filters, viewing statistics, accessing errors, and browsing logs by date and environment.

DigiBugCat/logpush-mcp

MCPServerTest

It is a test MCP server.

KORONEzyy/MCPServerTest

Agentic Workbench

An MCP-based tool orchestrator that exposes a single execute_task tool to Claude while internally managing 100+ tools through hierarchical navigation with a cheaper LLM, preventing context overflow from loading all tool definitions.

0ui-labs/agentic-workbench

RSS MCP Server

supprot fever api + remote

weekend-project-space/rss-mcp-server

Amazon Product Search MCP

Enables AI-powered Amazon product searches and recommendations by integrating the Amazon API with Hugging Face models. It allows users to filter products by price and specific features to receive tailored shopping suggestions.

sharavanask/ShopAssist-MCP

Meilisearch Hybrid Search MCP Server

A mcp server that supports hybrid search for meilisearch written in Go

miiton/meilisearch-hybrid-search-mcp

mcp-rfc-editor

An MCP server for creating, loading, and editing RFC TXT documents using the rfc-editor Python library. It provides a suite of tools to manage document components including sections, abstracts, titles, and author metadata.

daedalus/mcp-rfc-editor

Expense Tracker MCP

A Model Context Protocol server designed for tracking and managing personal or business expenses. It enables users to log financial transactions and organize expenditure data through integrated tools.

naveen6768/MCP

MCP SQL Server

An MCP server that connects LLMs to SQL databases for development assistance, enabling query execution, schema exploration, and data manipulation while providing safety controls against destructive operations.

miguel1603/MCP-SQL

PICO-8 MCP Server

An MCP server for analyzing, manipulating, and documenting PICO-8 game carts using the shrinko8 toolkit. It enables users to count tokens, minify code, validate carts, and access API documentation through natural language commands.

EBonura/pico8-mcp-server

Excel MCP Server

Enables AI-powered employee data management in Excel files, automatically classifying employees by department, designation, and salary band based on experience and role, with automatic data validation and backup capabilities.

Dhruvimahale08/Excel_mcp

Weather Forecast MCP Server

Provides weather forecast data for any location using the Open-Meteo API, returning temperature, precipitation, cloud cover, humidity, and wind speed for specified date ranges.

LebedAlIv2601/McpSystem

EduChain MCP Server

Integrates the EduChain library to generate educational content including multiple-choice questions, lesson plans, and flashcards for subjects like Python programming and Algebra using Grok's free-tier LLM.

AyaanShaheer/EduChain-MCP-Server

ElasticMind-MCP

An MCP server that indexes PDF documentation and text into Elasticsearch for semantic search and retrieval. It enables users to query knowledge bases, ingest new files, and dynamically update content through MCP-compatible clients like Claude Desktop and Cursor.

ViratGarg2/ElasticMind-MCP

mcp-a11y-service

Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpages. Generates detailed markdown reports with severity-grouped violations, specific criterion references, and concrete fix recommendations.

alan-ho/mcp-a11y-service

Ollama MCP Server with

Use fast-agent to use MCP tools with local LLM, API or Claude Desktop. WIP

angrysky56/ollama-mcp-server

google-workspace-mcp

mcp server for google workspace

orvice/google-workspace-mcp

Tenant Leasing Analytics

Enables analysis of prospective tenant inquiries and market rent comparisons through database queries, guest card analytics, and automated generation of leasing emails and visual market reports with charts.

kkamalvanshi/tenant-leasing-mcp

WorldBank GDP & Employment MCP Server

An MCP server that interfaces with the WorldBank API to retrieve economic and labor market data such as GDP and employment indicators. It allows LLMs to query global development statistics including unemployment rates, labor force participation, and sectoral employment data.

Moderator11/mcpserver-gdp

Bitable MCP Server

This MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools.

lloydzhou/bitable-mcp