The MCP Trust Index.

Plaid Transactions MCP Server

by laramarcodes

Enables secure interaction with Plaid's Transactions API to sync, search, and analyze financial transactions from linked bank accounts using natural language queries.

laramarcodes/plaid-transactions-mcp

ris-mcp

by noahpfi

MCP server that exposes Austrian federal law (Bundesrecht) to LLMs, enabling full-text search, paragraph retrieval, historical versions, statute lookup, BGBl lookups, amendment timelines, and citation searches via the public RIS OGD API.

noahpfi/ris-mcp

Conductor Graph MCP Server

by base76-research-lab

Exposes a CognOS agent system as a machine-readable JSON graph, enabling Claude to get a full system snapshot and inspect node status, edges, and blocked nodes.

base76-research-lab/conductor-graph-mcp

Website Scraper MCP Server

by traia-io

Extracts clean text content and metadata from website URLs using Beautiful Soup through a standardized interface for AI agents. It supports both Bearer token authentication and a blockchain-based pay-per-use protocol for flexible access.

Traia-IO/website-scraper-mcp-mcp-server

Books API MCP Server

by 0x1d-1983

MCP server that exposes book management tools for AI assistants, enabling CRUD operations on book collections through a .NET Books API backend.

0x1D-1983/book-api-mcp-server

PyMCP Kit

by agent-hellboy

A capability-first MCP server toolkit for FastAPI that supports Streamable HTTP and stdio transports, with registries for tools, prompts, and resources, plus optional auth hooks and task management.

Agent-Hellboy/py-mcp

MCP INPI

by arnolegi

Enables querying French business registers (RNE, BODACC) and trademarks via INPI APIs. Provides tools to search companies, retrieve legal status, directors, beneficial owners, collective procedures, and trademark details.

ArnoLegi/mcp-inpi

SOGo MCP Server

by mrlemongrass

A Model Context Protocol (MCP) server that connects your AI agents (like Codex, Claude) to your SOGo groupware server. It enables your AI assistants to read your emails, check your calendar, and search your contacts.

mrlemongrass/sogo-mcp

Shell Server

by sergio-deras

A Model Context Protocol server that enables users to execute arbitrary shell commands through a terminal tool. It supports custom working directories, configurable execution timeouts, and safe command parsing using shlex.

sergio-deras/mcp-shellserver

Shopify Storefront MCP Server

by quentincody

Enables AI assistants to query and interact with Shopify store data via the Storefront API, including products, collections, carts, and customer information.

QuentinCody/shopify-storefront-mcp-server

hospital-ai-secure-assistant

by rohit-ds26

Role-based AI assistant for hospital workflows, patient FAQ, staff tools, and secure document approvals with MCP-style tool access.

Rohit-ds26/hospital-ai-secure-assistant

jlcpcb-search-mcp

by peterb154

Enables AI assistants to search JLCPCB's 450K+ electronic component catalog with real-time stock levels and pricing, supporting keyword search, filtering, and detailed component information.

peterb154/jlcpcb-search-mcp

OpenRouter MCP Server

by lumishoang

An MCP server for discovering and querying over 300 AI models available on OpenRouter. It enables users to list, search, filter, compare, and get detailed information about models with pricing, context limits, and capabilities.

lumishoang/openrouter-mcp

token-rugcheck

by aethercore-dev

MCP server for real-time Solana token risk analysis. Cross-references RugCheck.xyz, DexScreener, and GoPlus Security to generate three-layer reports: machine verdict → LLM analysis → raw on-chain evidence. Live on Solana mainnet with USDC micropayments ($0.02/audit). Give any AI agent the ability to check if a token is safe before trading.

AetherCore-Dev/token-rugcheck

browser-research-mcp

by rsi-ai-platform

Browser-based research MCP server that drives a real Chromium browser via patched Playwright to access JavaScript-rendered content, dynamic tables, and login-walled dashboards. It provides tools for visiting URLs to extract DOM text and screenshots, and for performing structured data extraction using Anthropic Claude Sonnet.

rsi-ai-platform/browser-research-mcp

Computer Use MCP Server

by sebastianbaltes

Enables Claude Code to interact with Linux X11 desktops by performing mouse actions, keyboard input, and capturing screenshots. It provides a suite of tools for automation tasks such as clicking, typing, and zooming on specific screen regions.

SebastianBaltes/claude_code_computer_use_mcp

Hindsight-MemPalace

by holetron

Self-hosted long-term memory for AI agents: MCP server with hierarchical recall over pgvector.

holetron/hindsight-mempalace

Paint MCP

by joeyballentine

Exposes a Pygame-based drawing canvas as an MCP server, allowing LLMs to create digital art using standard shapes and freehand paths. It features a specialized oil paint mode that simulates realistic color mixing, paint depletion, and textured brush strokes.

joeyballentine/paint-mcp

study-mcp

by lucs1590

A simple MCP server demonstrating resources, tools, and prompts, including a greeting resource, an addition tool, and a calculation prompt.

Lucs1590/study-mcp

crc-doc-mcp

by praveenkumar

An MCP server that provides intelligent access to CRC/OpenShift Local documentation by fetching, caching, and searching official docs.

praveenkumar/crc-doc-mcp

File Manager MCP

by parthrana26

Enables AI agents and LLMs to perform comprehensive file system operations including CRUD, search, archive, hashing, and duplicate detection via the Model Context Protocol.

parthRana26/file-manager-mcp

Claude-Gemini Collaborative Integration

by jamiewonderchild

Enables seamless real-time collaboration between Claude Code and the Gemini CLI for discussing ideas and refining solutions. It provides tools to initiate collaborative sessions, consult Gemini with context preservation, and access conversation history.

JamieWonderchild/claude-gemini-mcp

Frappe MCP Server

by kallusuvaidyam

Manage your Frappe benches and sites directly from Claude.ai through natural language, enabling operations like restarting services, listing sites, running Python scripts, and viewing logs.

kallusuvaidyam/frappe_mcp

AI Fuzz Testing MCP Server

by thatonedevguy

A Model Context Protocol server for LLM fuzzing and testing, providing secure access to multiple AI providers through a standardized interface.

ThatOneDevGuy/basic_mcp_lab

MetroAI — KOLAS Compliance OS

by kyb8801

Measurement uncertainty MCP server for ISO/IEC 17025 and KOLAS-accredited laboratories. GUM/MCM/QMC engine + 9 calibration templates (TEM/SEM-EDS/AFM/OCD nano-metrology) + reverse_uncertainty (novel within prior-art search) + Ed25519 audit signatures + W3C PROV-O provenance. v0.6.0, 36 passing tests on Python 3.10–3.12.

kyb8801/metroai

Vopak Workspace MCP

by patriciosantamaria

Enables AI agents to control Google Workspace services (Slides, Docs, Sheets, Drive) with granular tools and provides a universal CLI escape hatch for all Workspace APIs.

patriciosantamaria/vopak-mcp

GitLab MCP Server

by ahmedbhl

HTTP-based MCP server for GitLab API, enabling project management, issue tracking, merge requests, and file operations through natural language.

ahmedbhl/mcp-server-gitlab

MCP Database Tools Server

by chaitanyaiscoding

An MCP server designed to automate Django database setup and management, including PostgreSQL database creation and extension configuration. It enables users to update environment files and execute Django management commands through integrated tools like VS Code Copilot.

chaitanyaiscoding/MCP_Database_Tools-

Temporal MCP

by mocksi

Temporal MCP is a bridge connecting AI assistants like Claude with the powerful Temporal workflow engine. By implementing the Model Context Protocol (MCP), it allows AI assistants to discover, execute, and monitor complex workflow orchestrations—all through natural language conversations.

Mocksi/temporal-mcp

Redaction & Compliance MCP Server

by sunkencity999

Provides a pre-flight/post-flight firewall for LLM calls with comprehensive detection, classification, policy enforcement, reversible redaction, output safety, and immutable audit logging.

sunkencity999/redaction-compliance-MCP

Nutrition and Training Tracker MCP

by felipemarcon-tti

MCP server for tracking nutrition meals and workouts, integrating with claude.ai to manage food logs, macros, exercise catalogs, and generate daily/weekly summaries.

felipemarcon-TTI/tracker-nutricao-mcp

VAHAN Data MCP Server

by shubhamgrg04

Scrapes and serves India's national vehicle registration database (VAHAN Dashboard), providing detailed insights into registrations, manufacturers, fuel types, and RTO-level metrics.

shubhamgrg04/vahanmcp

OpenAlex MCP Server

by smaboundless

Enables searching and retrieving academic papers, authors, institutions, and citations from the OpenAlex open scholarly index.

SMABoundless/openalex-mcp-server-public

mcp-postgres

by filipescordeiro2

Enables AI agents to execute SQL queries and introspect PostgreSQL schemas, tables, and indexes with read-only safety by default. Supports optional write operations and works with Claude, LangChain, and other agents via stdio or HTTP transports.

Filipescordeiro2/mcp-postgres

accounting-mcp-server

by mo7justin

A personal accounting MCP server that enables AI assistants to record and query financial transactions through natural language, supporting income/expense tracking, balance inquiry, and monthly summaries.

mo7justin/accounting-mcp-server

Studio Catharsis Universal Project Coordinator MCP

by studio-catharsis-creative-lab

A cross-platform coordination layer that connects MCP-compatible tools to a shared project state, enabling task management, blocker tracking, decision logging, and SOP automation.

Studio-Catharsis-Creative-Lab/project_com_mcp

mon-serveur-mcp

by joachimdaval

Exposes system tools (disk usage, file listing) and weather information via Open-Meteo to MCP-compatible LLMs.

JoachimDAVAL/Estiam_GenAI_MCP-

Nasuni Management MCP Server

by nasuni-labs

Enables integration between Claude AI and Nasuni environments to monitor appliance health, manage volumes and shares, and generate comprehensive infrastructure reports. Users can interact with the Nasuni Management Center through natural language to track performance metrics and summarize system notifications.

nasuni-labs/local-nasuni-management-mcp-server

advanced-seo-mcp

by halilertekin

Provides AI agents with professional-grade SEO capabilities including on-page analysis, technical audits, PageSpeed insights, and Ahrefs data integration.

halilertekin/advanced-seo-mcp

Oracle ADB AI Agent MCP Server

by ashuashu20691

Enables AI-powered database operations on Oracle Autonomous Database via natural language, including SQL translation, schema exploration, and API orchestration.

ashuashu20691/lighting-mcp

mixxx-mcp

by cloudygetty-ai

MCP server for Mixxx DJ software that enables AI agents to control transport, mixing, EQ, loops, hotcues, and effects in real time through MIDI and OSC.

cloudygetty-ai/mixxx-mcp

GitLab MCP Server

by snowild

A Model Context Protocol server that enables AI assistants to interact with self-hosted GitLab instances through 30 specialized tools. It supports managing projects, merge requests, CI/CD pipelines, and repository operations via the GitLab REST API v4.

snowild/gitlab-mcp

karte-datahub-mcp

by yusukeyajima

Enables AI assistants to securely query and analyze KARTE event data via BigQuery. It provides tools for fetching event logs, aggregating data, and exploring schemas using natural language.

YusukeYajima/karte-datahub-mcp

anthropic-mcp

by madaoq

Provides access to Claude models, message creation, token counting, and batch processing via the Anthropic API with Type 3 DAuth authentication.

madaoQ/anthropic-mcp

LogScribe MCP

by haramrit09k

Handles log file management and analysis with tools to list, read, search, filter, and generate analytics on log files.

haramrit09k/logscribe-mcp

MCP Feedback Server

by andrei-cb

Enables agents to request and receive user feedback during task execution through a terminal-based interactive feedback system.

andrei-cb/mcp-feedback-term

XTB MCP Server

by phelanshao

An MCP server that provides tools for generating Extended Tight-Binding (XTB) quantum chemistry input files, enabling AI assistants to automate quantum chemistry calculations and workflows.

PhelanShao/xtb-mcp-server

AI Dev Assistant

by pathakkhhimanshu

Bridges Claude Desktop to local Windows 10 development environments to enable repository reading, documentation searching, and isolated code execution. It provides a secure interface for running allowlisted terminal commands and scripts directly through natural language.

pathakkhhimanshu/MCP

mcp-daemonize

by mackee

A Model Context Protocol server for seamless management and monitoring of long-running daemons via AI agents

mackee/mcp-daemonize

Dooray MCP Server

by kwanok

Enables interaction with Dooray's task and calendar management system, allowing users to filter and list tasks, retrieve details, and manage task comments. It provides a set of tools for seamless integration with MCP-compatible clients like Claude Desktop and Cursor.

kwanok/dooray-mcp