The MCP Trust Index.

MCP Data Gateway

by chawengwit

A unified data gateway MCP server that enables Claude to interact with multiple external REST and GraphQL APIs through OAuth 2.0 authentication.

Chawengwit/MCP

godot-docs-mcp

by 15195999826

Query Godot Engine documentation with full-text search across classes, methods, properties, and inheritance.

15195999826/godot-docs-mcp

cicd-aiops

by aiops-tools

Governed CI/CD operations for self-hosted GitLab and Gitea — pipeline-failure, runner, artifact-bloat, and stale-branch RCA, with unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.

AIops-tools/CICD-AIops

Tom409114/research-repo-doctor

by tom409114

Get your research artifact ready for Artifact Evaluation before the deadline: scan the repo, scaffold the easy fixes, verify the run path, and generate the appendix.

Tom409114/research-repo-doctor

Simulator MCP

by 992429169

Enables AI to control iOS simulators through the MCP protocol. Supports device management, UI automation, and network interception including screenshot capture, text input, and HTTP request mocking.

992429169/simulator-mcp

dtrack-mcp

by drewrukin

MCP server that connects Claude to Dependency-Track for natural language vulnerability triage, analysis, and management.

drewrukin/dtrack-mcp

zotero-mcp-plus

by yuchenxin-zju

Connects your Zotero research library with AI assistants (Claude, ChatGPT, etc.) via the Model Context Protocol, enabling paper review, summaries, annotations, and semantic search both locally and through the web API.

YuChenXin-ZJU/zotero-mcp-plus

mcp-server-memos-py

by ryojerryyu

A Python package that enables LLM models to interact with Memos server through the Model Context Protocol interface, allowing search, creation, retrieval, and management of memos.

RyoJerryYu/mcp-server-memos-py

ArXiv + Semantic Scholar MCP Server

by raggedr

Enables searching academic papers, exploring citation graphs, and discovering related research via ArXiv and Semantic Scholar APIs.

RaggedR/mcp

Descope Auth MCP Server Template

by render-examples

A FastMCP server template with full MCP authentication via Descope, designed for easy deployment on Render. It provides a foundation for building secure, authenticated MCP servers with scope-based access control.

render-examples/descope-render

invarianteval-mcp

by alpharomerojl

Enables AI agents to run safety-invariant checks on structured outputs, ensuring locked fields are never auto-filled by the model without human confirmation. The server provides two tools: check_invariants and list_invariants for deterministic eval of high-stakes extractions.

AlpharomeroJL/invarianteval

register-mcp

by malkreide

Provides access to the Swiss Federal Commercial Register (Zefix) for company search, verification, and reference data, enabling natural language queries for public administration use cases.

malkreide/register-mcp

OPC UA MCP Server

by intigration

Connects AI agents to OPC UA-enabled industrial systems for real-time monitoring and control of operational data. It enables users to read, write, and browse industrial device nodes through natural language interactions.

intigration/mcp-uaserver

mcp-mt5

by phuicmt

Model Context Protocol server for the MetaTrader 4/5 build pipeline, enabling LLM-driven compilation, deployment, backtesting, and log tailing without UI interaction.

PHUICMT/mcp-mt5

adzuna-mcp

by soheilfallah

Enables job market analysis by providing salary distributions, trends, regional vacancy counts, and employer leaderboards via the Adzuna API, complementing listings from other sources.

soheilfallah/adzuna-mcp

azure-pricing-mcp

by pimentelleo

Enables LLMs to query Azure service pricing via the public Azure Retail Prices API, with tools for searching prices, estimating costs, comparing regions, and listing services.

pimentelleo/azure-pricing-mcp

mcp-analytics

by moreti2002

MCP server for pairs trading based on cointegration with anti-lookahead guarantees and realistic costs; provides tools for cointegration testing, backtesting, walk-forward validation, and risk management.

Moreti2002/mcp-analytics

stock-price-mcp-server

by sammylin

Enables real-time stock price queries and historical data retrieval for US, Taiwan, and other global markets via Yahoo Finance.

SammyLin/stock-price-mcp-server

substack-mcp-plus

by ty13r

Create, manage, and publish Substack posts with full rich text formatting directly from Claude Desktop or any MCP-compatible client.

ty13r/substack-mcp-plus

Veracium MCP Server

by veracium-ai

Provides agents with durable, provenance-aware memory through tools for remembering, recalling, answering, and maintaining information, while structurally resisting injection and confabulation.

veracium-ai/Veracium

ContextBridge

by luanyanchengdeqiong

Transfers conversation context and git diff snapshots between AI coding IDEs so a new AI can immediately understand ongoing work.

luanyanchengdeqiong/contextbridge

crypto-quant-platform MCP server

by fetklokan2

Provides tools to research crypto trading strategies via backtesting, walk-forward validation, and paper trading, with a deflated-Sharpe overfitting check. Enables natural-language-driven analysis and interpretation of strategy performance.

FETKlOkAn2/crypto-quant-platform

VendorOps MCP

by jacwalste

MCP server for synthetic vendor-management workflow, providing structured access to vendor records, contracts, spending, renewals, and security reviews. Currently exposes read-only vendor data over local stdio.

jacwalste/vendorops-mcp

wallet-analytics-mcp

by santhoshraje

Fetches and parses on-chain swap transactions from blockchain wallets for LLM-based analysis, supporting Solana with DEX detection and token classification.

santhoshraje/wallet-analytics-mcp

ERPNext MCP Server

by musab1khan

This MCP server connects ChatGPT to ERPNext, enabling AI-powered business analytics, report generation, and document management.

Musab1khan/erpnext-mcp-server

au-trademark-trends-mcp

by hmei83

MCP server for analyzing Australian trade mark trends using IP Australia's IPGOD data. Provides 12 tools for filing trends, class rankings, keyword analysis, applicant profiles, and more via DuckDB.

HMEI83/IP-Australia-MCP

Apache Doris MCP Server

by fastmcp-me

An MCP server that enables users to interact with Apache Doris databases through natural language, supporting query and management operations.

fastmcp-me/mcp-doris

Github CLI MCP Server

by bpmiranda3099

Enables interaction with GitHub by wrapping the gh CLI into two generic tools for executing any gh command and suggesting syntax, providing structured JSON output.

bpmiranda3099/gh-cli-mcp-server

agentladle/mcp-sec

by agentladle

It enables AI assistants (Claude, Cursor, etc.) to access SEC EDGAR data through 6 structured tools — from discovering available filings to keyword-searching within their pages.

agentladle/mcp-sec

Multimodal RAG MCP Server

by brett-hardiman

Connects Claude to a personal knowledge base with hybrid search over code, documents, and images. Allows the AI assistant to retrieve and answer from your own files during conversations.

brett-hardiman/multi-modal-rag-project

oeil-atelier-mcp

by sierracharlie56

Serveur MCP exposant 4 ESP32-CAM d'atelier à Claude Code, permettant de lister les caméras, prendre des photos, consulter le statut technique et contrôler les LEDs flash.

SierraCharlie56/oeil-atelier-mcp

markovian-mcp

by markovianprotocol

Bitcoin-anchored provenance for AI outputs; enables stamping, verifying, and tracing outputs with offline-verifiable canonical roots.

MarkovianProtocol/markovian-mcp

BRAINS MCP Server

by abhishek42638

Provides MCP tools for lead qualification, enabling evidence gathering from CRM, scoring, and knowledge base with role-based access and deterministic decision gating.

abhishek42638/brains

Dependency Updater AI MCP

by csoai-org

Dependency Updater AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/dependency-updater-ai-mcp

netdisk-organizer-mcp

by andykair55-byte

Enables intelligent organization and retrieval of Baidu Netdisk files through semantic scanning, event clustering, and structured queries. Adds safety with protected moves, undo history, and customizable profiles, building on the official Baidu Netdisk MCP data layer.

andykair55-byte/baidunetdisk-MCP

eBay MCP Server

by hanku4u

Enables AI assistants to search eBay listings, track item prices over time, and identify deals below market value using eBay's APIs. It provides tools for category browsing and retrieving detailed information for specific listings.

hanku4u/ebay-mcp-server

daedalus/mcp-telegram-bot

by daedalus

MCP server that exposes a Telegram bot, enabling sending messages and retrieving updates through natural language.

daedalus/mcp-telegram-bot

DocuMind MCP

by pragati243

A citation-grounded RAG server for internal documentation that exposes retrieval tools and resources via the Model Context Protocol, enabling any MCP client to search and access organizational knowledge with structured citations.

pragati243/DocuMind-MCP

nucleus-apple-mcp

by zish-rob-crur

A macOS MCP server that provides AI agents with secure access to Calendar, Reminders, Notes, and Health data via native Apple APIs.

zish-rob-crur/nucleus-apple-mcp

Description

by sydowma

MCP server implementation for the cryptocurrency exchange. This package provides a simple interface to interact with Bybit/OKX/Binance public API endpoints.

sydowma/crypto_exchange_mcp

fastcontext-mcp

by jmacd867

Wraps FastContext-1.0 as a repo-exploration subagent for Claude Code, enabling efficient codebase navigation by returning file paths and line ranges as grounded citations, reducing main-agent token consumption by up to 60%.

jmacd867/fastcontext-mcp

Windows-MCP

by vinayreddy18

A lightweight MCP server that enables AI agents to seamlessly integrate with Windows, performing tasks like file navigation, application control, UI interaction, and QA testing.

Vinayreddy18/MCP_for_Windows

SEOSiri Data Pipeline MCP

by seosiri-official

A sovereign, high-speed, local-first Big Data Ingestion, Filtering, and Analytical Pipeline Orchestrator.

SEOSiri-Official/lambda-data-pipeline-mcp

mcp-server-odoo

by altinkaya-opensource

Enables AI assistants to fully interact with Odoo ERP instances over XML-RPC, supporting read and write operations on any model without requiring Odoo module installation.

altinkaya-opensource/odoo-mcp

mcp-server-demo

by charley-forey

Validates OpenAPI specs from files, inline content, or URLs, and generates prompts for agent developers based on the API analysis.

charley-forey/mcp-builder-mcp

ICON MCP v101 MCP Server

by traia-io

Provides Model Context Protocol access to the ICON MCP v101 API with support for both Bearer token authentication and pay-per-use blockchain payments via the HTTP 402 protocol. It enables AI agents to interact with ICON API endpoints through standardized, asynchronous tools.

Traia-IO/icon-mcp-v101-mcp-server

JedSearch MCP Server

by jedius

Enables web search and page content extraction with JavaScript rendering via Playwright, with HTTP fallback and retry logic.

Jedius/jed-web-search-mcp-server