The MCP Trust Index.

MCP FHIR Server

by mrosata

Provides read/write access to any FHIR-compliant healthcare API with built-in validation, supporting resource management, search operations, and granular permissions through natural language.

mrosata/mcp-fhir

remote-mcp-fastapi

by praveen-radakirouchenane

Exposes news search and top headlines via GNews API, plus simulated email tools for sending and retrieving emails.

praveen-radakirouchenane/remote-mcp-fastapi

taskboard-mcp

by sharathstack

An MCP server that integrates a Kanban task board into a sandboxed agent environment, with tools for task management and deterministic state snapshots for agent evaluation.

sharathStack/mcp-app-server

ctbcsec-api-mcp-server

by mofesto

Enables LLMs to interact with CTBC Securities CTS Trading API for stock, futures, and options trading operations, including order placement, account management, and position queries.

Mofesto/ctbcsec-api-mcp-server

Finance MCP Server

by taylor3lewis

Enables personal finance tracking through Claude Desktop using natural language to manage income and expenses with persistent SQLite storage. Supports adding and deleting transactions, checking balances, and viewing spending summaries grouped by category or month.

taylor3lewis/finance-mcp-server

LaminateAnalyzerMCP

by squall321

Computes neutral surface, ABD stiffness, and evaluation metrics for laminated composites, allowing LLM agents to perform deterministic laminate analysis without direct calculation.

squall321/LaminateAnalyzerMCP

GemmaJnana

by vdonthireddy

Multi-domain MCP server enabling AI agents to plan and execute vacation travel and birthday party logistics via local tool pipelines.

vdonthireddy/ollama-gemma-agents-mcp-skills

employee-graph-mcp

by deepan8545

An MCP server that provides tools to query and analyze an employee knowledge graph in Neo4j, including semantic resume search, person similarity, and read-only Cypher queries.

deepan8545/employee-graph-mcp-

utsunomiya-mcp-server

by takurot

Enables querying Utsunomiya city's open datasets using natural language, with features like listing datasets, viewing schemas, filtering, and statistical analysis.

takurot/utsunomiya-mcp-server

TheUnderdark

by kulabisbeebellkbbai-oss

An MCP server exposing narrowly scoped storage workflows with Overseer approval integration and redacted execution evidence, currently in fixture-only development for testing via stdio.

kulabisbeebellkbbai-oss/TheUnderdark

yuque-mcp

by k187401

Enables AI clients to read and write Yuque documents through MCP, providing tools for managing user info, knowledge bases, and documents with dual authentication modes (official API or cookie).

k187401/yuque-mcp

google-chat-mcp

by yashasawarokt

An MCP server that connects Claude to your Google Chat workspace, enabling search of messages, spaces, and DMs with automatic resolution of real display names.

yashasawarokt/google-chat-mcp

Cisco Meraki MCP Server

by sen2diwakar

Provides MCP tools for Cisco Meraki Dashboard API, enabling management of networks, configuration templates, and health checks via natural language commands.

sen2diwakar/meraki-mcp

grammar-kb-mcp

by kingcool0072000

Enables querying a structured knowledge base of grammar points extracted from PDF textbooks, with full-text search, lecture and knowledge point retrieval, and relation lookup.

kingcool0072000/grammar-kb

MCPDischarge

by prashantsingh1234

A cross-department MCP server system for hospital discharge coordination, enabling EHR, Pharmacy, and Billing interoperability with RBAC and PHI boundary enforcement.

Prashantsingh1234/MCP_Project

mastering-llm-agents

by edulabs-tech

edulabs-tech/mastering-llm-agents

MCP AWS Monitor

by hbmun

Monitors AWS infrastructure including EC2, RDS, S3, SQS, CloudWatch, and more through 19 tools, enabling natural language queries for infrastructure status.

hbmun/aws-monitor-mcp

Sciple Platform MCP Server

by sciple-idp

Enables AI assistants to manage Sciple platform content including environments, services, dashboards, runbooks, projects, and tickets through the Sciple REST API.

sciple-idp/sciple-mcp

mcp-pipedrive

by leonardoceron-yvy

Enables to manage Pipedrive deals, activities, persons, organizations, and custom fields with automatic backup and restore capabilities, allowing safe pipeline management via natural language.

leonardoceron-yvy/yvy-mcp-pipedrive

PS-MCP

by pangxie231

An AI-driven integration server that enables natural language control of Adobe Photoshop through the Model Context Protocol. It automates design workflows by facilitating smart asset slicing, layer analysis, and the future generation of UI code from design files.

pangxie231/ps-mcp

ol-ops-mcp

by kevenny

Enables secure SSH-based operations on Oracle Linux 8+ hosts through a curated, YAML-defined capability catalog, with typed parameters, two-phase confirmations for mutations, and full audit logging.

Kevenny/MCP-SSH

PDF Memo MCP Server

by ychoi-kr

Enables safe interaction with PDFs, including listing files, extracting highlights with exact text, reading annotations and page text, and viewing metadata, all restricted to configured directories.

ychoi-kr/pdf-memo-mcp

nable-passportal-mcp

by mspbotsai

Enables interaction with N-able Passportal Documents API via MCP, allowing users to list and manage documents using natural language.

MSPbotsAI/nable-passportal-mcp

Upstox MCP Server

by adibhattar95

A lightweight, plugin-based MCP server for trading and fund analysis using Upstox APIs.

adibhattar95/upstox-mcp-server

Expense Tracker MCP

by mohit067

Enables management of expenses via SQLite database, including adding, listing, updating, deleting, filtering, and summing expenses through natural language.

Mohit067/MCP_Claude

Kali MCP Server

by t1964n

A Docker-based MCP server exposing a curated set of Kali Linux security tools for authorized, hands-on network scanning on private ranges, with enforced trustworthiness and honest output.

t1964n/building-mcps

lcda-test

by nks8566

Working through the langchain deep agents courses and experimenting :)

nks8566/lcda-test

VisioMCP

by omerbelsayed

Connects Claude to Microsoft Visio to generate enterprise architecture diagrams from natural language or structured inventory data, supporting multiple diagram types and export formats.

omerbelsayed/visio-mcp

Understand-Anything MCP Server

by viethoangnguyenle

Enables AI assistants to deeply understand codebases via Knowledge Graphs, supporting fuzzy search, architecture layer queries, call chain tracing, impact analysis, and domain knowledge with multi-project support.

VIethoangnguyenle/Understand-Anything-MCP

opnsense-sdk

by benashby

Provides complete programmatic access to OPNsense core APIs, enabling firewall automation, VPN management, and system administration through a comprehensive MCP server.

benashby/opnsense-sdk

Biomolecule Modeling MCP Server

by huangjianhuster

Enables AI assistants to clean PDB structures and run initial-stage energy relaxation for biomolecular modeling. It provides a structured workflow for preparing structures before production molecular dynamics or coarse-graining pipelines.

huangjianhuster/biomolecule-modeling-mcp

knowledgehub

by hikitni

Enables AI assistants to search, read, and retrieve context from local knowledge bases with full-text search, absolute paths, and section-level details.

hikitni/knowledgehub

rag-mcp

by ma-fee

A RAG service based on FastMCP that enables document indexing and retrieval (keyword/vector search) through the MCP protocol.

Ma-fee/RAG_MCP

Support Ticket MCP

by abdallahfathi371-sketch

An AI-powered support ticket management system that lets users retrieve, search, and update support tickets using natural language.

abdallahfathi371-sketch/Support-Ticket-MCP

quantjobs

by kav-png

Enables conversational management of quant job search, tailored CV generation, and skill gap analysis through MCP tools. Allows Claude to search, ingest, score jobs, and build/iterate LaTeX CVs.

Kav-png/quantjobs

K8s Observability MCP

by martinimarcello00

Enables exploration of Kubernetes metrics, logs, traces, and service graph data via simple tools.

martinimarcello00/k8s-observability-mcp

startline

by hungnv26

MCP server for motorsport event documents, enabling AI agents to search, read, compare amendments, and parse schedules via typed tools.

hungnv26/startline-server

trello-mcp

by artemnikov

Enables AI assistants to manage Trello boards, lists, cards, comments, checklists, labels, and members through natural language.

Artemnikov/Trello-mcp

gogo-backend-mcp

by jjjtyy666

A FastMCP-powered server for accessing curated travel spot data from a PostgreSQL database. It provides tools to retrieve major attractions, supporting sites, and the top ten most popular destinations.

jjjtyy666/gogo-backend-mcp6

Sales Tools MCP Server

by gonzalo123

Provides a suite of business tools for interacting with a SQLite sales database, including SQL query execution, KPI calculations, and report generation. It enables AI agents to analyze sales data across customers, products, and orders using the Model Context Protocol.

gonzalo123/mcp

mcp-google-calendar

by algonacci

A minimal MCP server for Google Calendar using OAuth 2.0, enabling calendar management, event CRUD, sharing, and push notifications via natural language.

algonacci/mcp-google-calendar

oura-mcp

by antvsl

MCP server for accessing Oura Ring data from Claude Code and claude.ai, providing summarized health metrics and raw API data.

AntVsl/oura_mcp

World Cup Stats MCP

by devvdpatel

Enables querying FIFA World Cup player and team statistics for 2010, 2014, 2018, and 2022 through natural language, providing tools for top scorers, player comparisons, team summaries, and more via a Claude-powered CLI.

devvdpatel/worldcup-stats-mcp

osm-mcp

by a-tsitanov

Provides read-only query tools over OpenStreetMap data in PostGIS, enabling natural language queries for features, categories, and spatial analysis.

a-tsitanov/osm_mcp

MCP Voice Client

by vaibhavgeek

Barebones MCP server with a web-based voice interface, enabling spoken commands to trigger MCP tools via OpenAI function calling and Web Speech API.

vaibhavgeek/yc_plum_hackathon_mcp

PolyAI Agent Studio MCP Server

by shawnwun

Enables access to PolyAI Agent Studio Cursor rules via MCP tools for listing, retrieving, and searching rules, making them usable by any MCP-compatible client.

shawnwun/polyai-agent-studio-mcp

SchemaPilot MCP

by verifydream

Read-only PostgreSQL schema metadata server for AI coding agents, providing table/column details, relationships, and markdown export via MCP protocol.

verifydream/schemapilot-mcp