The MCP Trust Index.

pinescript-mcp

Provides comprehensive Pine Script v6 documentation and tools to help AI assistants look up functions, validate syntax, and generate accurate code. It enables linting, version conversion from v5 to v6, and deep conceptual analysis to prevent code hallucinations.

paulieb89/pinescript-mcp

gemini_mcp

A bridge that connects the Model Context Protocol to the Gemini CLI via the Agent Client Protocol (ACP) for high-performance, stateful AI interactions. It enables MCP clients to leverage Gemini's autonomous capabilities, including multi-modal support and built-in tool execution, without cold-start overhead.

shenyunhuan/gemini_mcp

MCP Telegram

A TypeScript implementation of an MCP (Model Context Protocol) server for working with Telegram through MTProto

tacticlaunch/mcp-telegram

Plex MCP Server

MCP Server for Plex to allow LLMs to converse with Plex.

vladimir-tutin/plex-mcp-server

hive-mcp

Transforms idle LAN machines into a unified compute cluster for AI agents to offload CPU-intensive tasks like simulations and backtesting. It provides a broker-worker architecture that integrates with MCP-compatible tools to distribute workloads across a local network.

saikodi/hive-compute-mcp

linear-mcp

A Model Context Protocol server that enables interaction with Linear workspaces to manage issues, projects, cycles, and teams through a GraphQL interface. It provides 21 tools for comprehensive task management, search, and workflow coordination using OAuth2 authentication.

dedalus-labs/linear-mcp

Silkworm

Builds web scrapers with async crawling, HTML parsing, and CSS/XPath selectors.

bitingsnakes/silkworm-mcp

Dolibarr MCP Server

Provides a Model Context Protocol interface for the Dolibarr ERP/CRM, enabling AI agents to manage customers, products, invoices, and orders. It features specialized search tools and server-side filtering to efficiently interact with Dolibarr's REST API while minimizing token usage.

marioser/dolibarr-mcp

Finance_mcp_server

A MCP server for controlling a drone

dino65-dev/Finance_mcp-server

Professional Penetration Testing MCP Server

Provides access to over 40 industry-standard penetration testing tools, including Nmap, SQLMap, and Metasploit, within an isolated Kali Linux Docker container. It enables security professionals to perform comprehensive network reconnaissance, web application testing, and vulnerability research through natural language commands.

AnGrY-Althaf/Pentest-MCP

API for Chads

Crypto prices, prediction market data, web research, and page rendering with Solana micropayments.

chadbot0x/apiforchads-mcp

Start.gg MCP Server

Provides access to the Start.gg GraphQL API for querying tournament information, event standings, and player statistics. It also enables bracket management tasks like retrieving match sets and reporting winners through natural language.

magnusquest/startgg-mcp

Mallory MCP Server

MCP Server for mallory.ai intelligence

malloryai/mallory-mcp-server

HUTB Simulator MCP Server

Enables AI interaction with embodied humans, autonomous vehicles, and drones through the HUTB simulator. Supports voice/chat control, weather conditions, perspective switching, and recording features.

changchujun/MCP-

WhatsApp MCP for macOS

Enables Claude to interact with WhatsApp on macOS through the Model Context Protocol. It allows reading messages, searching contacts, listing chats, and sending replies via natural conversation.

kalki-kgp/whatsapp-mcp

vHal MCP Server

Enables Android Automotive developers to explore and implement Vehicle Hardware Abstraction Layer (vHAL) properties with intelligent tools for property analysis, source code lookup, implementation guidance, and automated code generation for automotive systems like climate control and seat management.

feevlic/vhal-mcp-server

Crypto Portfolio MCP Server

Provides read-only portfolio management and analytics across Binance, Coinbase, and Kraken exchanges. It enables users to track holdings, analyze risk, and monitor market intelligence through 18 specialized tools.

lev-corrupted/CryptoPortfolioMCPServer

EZComputerCtrl MCP

A Windows desktop GUI control MCP server that enables agents to operate semantic objects rather than fragile screen coordinates. It provides structured, executable interface facts for visual-first desktop automation with tools for clicking, scrolling, typing, and hotkey operations.

JucieOvo/ezcomputerctrl-mcp

Semantic Frame

Token-efficient semantic compression for numerical data

anarkitty1/semantic-frame

GlitchTip MCP Server

Enables AI assistants to query, analyze, and resolve errors within the GlitchTip error tracking platform by providing access to issue details and stacktraces. It allows users to list unresolved issues and mark them as fixed using natural language commands.

hffmnnj/mcp-server-glitchtip

KnowAir Weather MCP

shuowang-ai/Weather-MCP

FastMCP OpenAPI

Dynamically generates MCP tools from OpenAPI specifications, enabling AI assistants to interact with any REST API through natural language. Supports multiple APIs with authentication, parameter validation, and integration with Claude Desktop and LangChain.

Agarwal-Saurabh/multiapimcpserver

Talos Linux MCP Server

MCP server for Talos Linux cluster management via the native gRPC API

Nosmoht/talos-mcp-server

dbt MCP Server

A MCP (Model Context Protocol) server for interacting with dbt.

dbt-labs/dbt-mcp

Langgraph Deep Search MCP Server

An MCP server that utilizes LangGraph and Google Gemini to conduct comprehensive research through multi-iteration deep searches and quick results. It provides high-quality analysis with automated citations and grounding metadata for thorough investigations.

RyotaOzawa0/langgraph-deepsearch-mcp

drew-keever/advisorfinder-mcp

Search SEC-registered financial advisors — profiles, disclosures, risk scores, and credentials.

drew-keever/advisorfinder-mcp

Financial Data MCP Server

Provides real-time and historical financial market data from Yahoo Finance, including stock prices, options chains, and company news. It also enables technical analysis calculations like moving averages and RSI for comparing or analyzing stock performance.

Samarth2001/Financial-Data-MCP-Server

LumaMCP

Luma Dream Machine AI video generation with text-to-video, image-to-video, video extension, loop creation, and multiple aspect ratios.

AceDataCloud/LumaMCP

Rigol DHO824 MCP Server

Enables control and querying of Rigol DHO824 oscilloscopes, allowing users to capture waveforms, take screenshots, and interact with oscilloscope settings through natural language.

aimoda/rigol-dho824-mcp

Code Ocean MCP Server

Provides tools to search and execute Code Ocean capsules and pipelines while managing platform data assets. It enables users to interact with Code Ocean's computational resources and scientific workflows directly through natural language interfaces.

codeocean/codeocean-mcp-server

Deep Research MCP Server

Enables conducting comprehensive research on complex topics through multi-layered analysis, automatic complexity assessment, and structured report generation with proper citations and critical analysis frameworks.

lihongwen/deepresearch-mcpserver

TuringMind MCP Server

Enables Claude to authenticate with TuringMind cloud, upload code review results, fetch repository context and memory, and submit feedback on identified issues through type-safe tools.

turingmindai/turingmind-mcp

Bicameral MCP

A provenance-aware decision ledger that maps meeting transcripts and PRDs to code symbols to track implementation and drift. It enables developers to maintain institutional memory by linking historical context and architectural decisions directly to the evolving codebase.

BicameralAI/bicameral-mcp

vyos-mcp

An MCP server for managing VyOS routers via the HTTPS REST API, enabling configuration changes, operational commands, and system maintenance tasks. It also provides tools to search and read live VyOS documentation directly from official sources to assist with command syntax and router features.

cacack/mcp-server-vyos

📊 Statistics Canada API MCP Server

A MCP server to use StatCAN data

Aryan-Jhaveri/mcp-statcan

xmcp Application

A template/starter project for building MCP servers with structured directories for tools, prompts, and resources that are automatically discovered and registered.

abcprintf/mcp-server-app

kintone MCP Server (Python3)

Enables AI assistants to interact with kintone data by providing comprehensive tools for record CRUD operations, file management, and workflow status updates. It supports secure authentication and automatic pagination to handle large datasets efficiently through the Model Context Protocol.

r3-yamauchi/kintone-mcp-server-python3

ariadne

Ariadne's thread — a way out of the microservice maze. Local cross-service semantic chain hinter for microservices (GraphQL/HTTP/Kafka/frontend)

whyy9527/ariadne

YNAB MCP Server

A minimal and auditable MCP server that enables local AI assistants to read and manage YNAB budget data. It supports operations like listing accounts, tracking transactions, and moving money between categories while maintaining user privacy.

WGDevelopment/ynab-mcp-server

OpenDota

Integrates with the OpenDota API to provide real-time Dota 2 statistics, match data, and player information for game analysis, performance tracking, and esports research.

asusevski/opendota-mcp-server

revettr

Counterparty risk scoring for agentic commerce. Scores wallets, domains, IPs, and companies 0-100 before AI agents transact via x402 micropayments on Base

AlexanderLawson17/revettr-python

Codebase Insights MCP Server

Analyzes API codebases from GitHub and Bitbucket repositories to generate Postman collections, business reports, and detailed code insights. Supports multiple frameworks including FastAPI, Spring Boot, Flask, Express, and OpenAPI/Swagger specifications.

llanterme/codebase-insights-mcp

Elasticsearch MCP 服务器

elasticsearch mcp server and client, supports es7 and es8, based on Model Context Protocol python sdk

macgaf/es_mcp_server

GitHub MCP Server

A Model Context Protocol server that provides Git version control operations as structured tools for AI coding agents. It enables LLMs to programmatically manage repositories through actions like committing changes, rolling back code, and comparing diffs.

archish9/VersionControlHelperMCP

anyvm-mcp

Enables AI assistants to run, manage, and debug BSD/Illumos VMs through natural language. Supports creating FreeBSD, OpenBSD, NetBSD, and OmniOS VMs, executing commands inside them, accessing console logs, and managing snapshots.

anyvm-org/mcp

Neo4j GraphRAG MCP Server

An MCP server that enables LLMs to perform semantic and fulltext searches within Neo4j while executing complex, search-augmented Cypher queries for GraphRAG applications. It provides tools for database schema discovery and supports multi-provider embeddings to facilitate advanced graph traversals.

neo4j-field/mcp-neo4j-graphrag

ScoutMCP

An MCP discovery and installation engine that enables users to search for, install, and manage Model Context Protocol servers via the Smithery Registry. It provides atomic tools for managing MCP configurations and is specifically designed to be orchestrated by Claude Code.

yudduy/ScoutMCP

PostgreSQL MCP Server

Enables exploration and querying of PostgreSQL databases through natural language. Supports listing tables, viewing schemas, executing SELECT queries, filtering records, and retrieving database statistics.

aadarshjain/postgres-mcp-server

CHUK MCP Solver

Provides constraint satisfaction and optimization capabilities to LLMs and AI agents for scheduling, resource allocation, routing, budget optimization, and configuration problems using Google OR-Tools CP-SAT solver.

IBM/chuk-mcp-solver

SeedanceMCP

ByteDance Seedance AI video generation with text-to-video, image-to-video, multiple models (1.5 Pro/1.0 Pro/Lite), synchronized audio, and flexible resolutions up to 1080p.

AceDataCloud/SeedanceMCP