The MCP Trust Index.

mcp-server

by mfalcirolli1

Sets up a Model Context Protocol (MCP) server with FastMCP, allowing LLMs to use prompts, tools, and resources.

mfalcirolli1/mcp-server

OneNote MCP Server

by mhzarem

Enables Claude to read and write to local Microsoft OneNote notebooks by parsing backup files and utilizing the OneNote COM API. It allows for searching notes, creating pages, and appending content without requiring Azure registration or API keys.

mhzarem/onenote-mcp

AuthWeaver MCP

by sneijder003

Extracts prior-authorization evidence from synthetic FHIR data to create structured evidence packets for clinicians. It utilizes an LLM to identify medical-necessity details and clinical summaries from FHIR resources.

Sneijder003/authweaver-mcp

Secure Public API MCP Server

by rmohaan

OAuth-protected FastMCP server exposing eight read-only public APIs (currency, weather, art, pets, dictionary, random images, vehicles) via MCP tools, with optional Gemini LLM-based routing for query selection.

rmohaan/mcp-api

japan-intelligence-api

by hiroshic9-png

Provides AI agents with comprehensive Japanese market intelligence through 27 MCP tools, covering corporate data, macroeconomics, financials, and environmental data from 14 integrated sources.

hiroshic9-png/japan-intelligence-api

ocp-mcp

by badin017

An MCP server for managing multiple OpenShift Container Platform (OCP) clusters through AI assistants.

badin017/ocp-mcp

panel-review MCP server

by jonny-helix

Enables adversarial multi-model AI review via OpenRouter, allowing Claude to submit prompts to multiple models and compare responses through custom connector tools.

Jonny-helix/panel-mcp

MollyGraph

by brianmeyer

Local-first self-improving knowledge graph for AI agents with three-layer entity extraction, parallel graph and vector retrieval, and automated LoRA fine-tuning.

brianmeyer/mollygraph

smart-mcp-server

by digitalsqr

Enables AI assistants to securely interact with FHIR R4 servers for clinical decision support workflows, including PlanDefinition execution, FHIR resource management, terminology services, and Questionnaire/StructureMap transformation via Matchbox.

DigitalSQR/smart-mcp-server

eplusout-mcp

by msweeney-pnnl

Provides comprehensive access to EnergyPlus building energy simulation results, enabling discovery, analysis, and extraction of data from epJSON, SQL, and HTML files through MCP tools with pandas integration.

msweeney-pnnl/eplusout-mcp

NotebookLM MCP Server

by kimmarinet

Enables AI clients to manage NotebookLM notebooks, including listing, creating, and adding web sources, using Chrome authentication.

KimMarinet/testMCP

sfinance-mcp-server

by shivakharbanda

Provides access to Indian stock market data via screener.in, enabling stock analysis, document access, screening, and more through MCP.

shivakharbanda/sfinance-mcp-server

ollama-fleet-mcp

by obrais-cloud

Exposes a local Ollama fleet as MCP tools for Claude Code, enabling model listing, generation, fleet health checks, parallel comparisons, smart host routing, and model pulling across hosts.

Obrais-cloud/ollama-fleet-mcp

weight-mcp

by commandertvis

A personal calorie and protein counter MCP server for use inside claude.ai, enabling users to log meals from photos or text, track weight, and view an interactive dashboard.

CommanderTvis/weight-mcp

dj-music-metadata-mcp

by jpmamededs

MCP server for DJs to scan music folders, validate and suggest metadata via MusicBrainz/iTunes/Spotify, and batch write metadata to audio files with confidence scoring.

jpmamededs/Gigsetup

sunat-mcp

by r2nochi

Local MCP server for validating and querying Peruvian RUCs using SUNAT's official reduced registry, stored locally to keep data private.

r2nochi/sunat-mcp

admission-mcp-server

by ugori2

Enables searching 2027 Korean university early admissions information (types, quotas, methods, minimum SAT scores) and checking if given SAT grades meet the minimum requirements.

ugori2/admission-mcp-server

Sponge MCP Server

by tsiongk

Provides a Model Context Protocol interface to the Sponge wallet API for managing digital assets and transaction histories. It enables users to securely check balances, retrieve addresses, and perform transfers using DAuth-style credential exchange.

tsiongk/sponge-mcp

SpinQit MCP Tools

by eeeeeeeason

Enables AI models to invoke SpinQ's quantum computing hardware resources by creating and submitting quantum circuits (QASM) to the SpinQ cloud platform for execution and results retrieval.

eeeeeeeason/backup_mcp

orchestrator-mcp

by immmmmmortal1

Multi-model agent orchestration MCP server that enables plan-code-review-deliver pipelines with configurable providers and models.

Immmmmmortal1/orchestrator-mcp

SQLite Database MCP Server

by getinclub

Enables AI agents to connect to and query an SQLite database through the Model Context Protocol, allowing natural language interaction with database tables and data.

getinclub/template-build-mcp-server

PC-Control MCP Server

by krsnmlna1

Enables control of Windows PC through Claude Desktop, including executing shell commands, managing system resources, controlling audio/power, launching applications, taking screenshots, and managing windows and processes.

krsnmlna1/MCP

mcp-tespit

by maniakh

Enables AI assistants to monitor real-time CPU, RAM, and disk usage on the local machine.

maniakh/MCP

Coach AI

by 94aharris

A productivity coaching assistant designed for ADHD support that provides intelligent task management, goal tracking, and personalized recommendations. It utilizes a persistent memory system to learn user patterns and preferences, helping to reduce decision paralysis through actionable suggestions.

94aharris/coach-ai

bharatnet

by atharvad999

MCP server for internet access across Western and Indian platforms, enabling reading, searching, and hot content retrieval from stocks, news, hackernews, YouTube, GitHub, and more.

atharvad999/agentknows

MCP-Server

by aksajax

Provides an educational overview of MCP architecture, tools, resources, and prompts, and explains how to build, connect, and deploy MCP servers.

aksajax/MCP-Server

warrant-mcp

by jayden-chmod

An MCP server that provides formal reasoning and argument validation tools for AI agents based on established computational argumentation theories. It enables structured argument analysis, defeasible reasoning, and dialogue management using frameworks like Dung, Toulmin, and Walton's schemes.

jayden-chmod/warrant-mcp

ESMfold MCP Server

by macromnex

Enables protein sequence analysis and structure prediction by extracting ESM-2 embeddings and batch processing FASTA files via Docker. It provides tools for large-scale embedding extraction, job monitoring, and model management within an MCP-compatible environment.

MacromNex/esmfold_mcp

BV-BRC MCP Server

by soham-shukla

Enables querying and retrieving bacterial and viral genomic data, features, antimicrobial resistance, and epitopes from the BV-BRC API using natural language.

soham-shukla/mcp-bvbrc

Meta Ad Library MCP

by netty-linux

Production MCP server for querying the official Meta Ad Library API to search and retrieve ads data without scraping.

netty-linux/meta-ad-library-mcp

tuvio-vacuum

by yasg1988

Enables control of Tuvio/Tuya robot vacuum cleaners via a local hub, supporting commands such as start, pause, home, set mode, suction, water level, and more.

yasg1988/tuvio-vacuum-mcp-skill

leonardo-amaral-3/mcp-datasus

by leonardo-amaral-3

A RAG-based MCP server for natural language querying of Brazilian healthcare manuals (SIH/SUS, SIA/SUS) and official ordinances. It provides 16 tools for semantic search, regulatory critique analysis, and retrieving data from SIGTAP and CNES.

leonardo-amaral-3/mcp-datasus

rutorrent-mcp

by abnormalend

MCP server for controlling rTorrent through ruTorrent's httprpc plugin, enabling torrent management (list/add/remove/start/stop), label/priority management, data movement, and global throttle settings from any MCP client.

abnormalend/rutorrent-mcp

mydy-lms

by deeptanshuu

An MCP server for interacting with the MyDy (Moodle-based) LMS, enabling attendance viewing, course browsing, assignment and grade checking, announcement reading, and material downloading.

Deeptanshuu/mydy-lms-helper

mcp-data-summary

by geyo33

Enables LLMs to generate visual summary reports from CSV datasets using MCP Resources, Tools, and Prompts, without exposing raw data to the model.

Geyo33/mcp-learning-project

Runtime MCP Server

by kyopark2014

Deploys and manages MCP tools on Amazon Bedrock AgentCore Runtime, enabling knowledge base retrieval and AWS infrastructure management through Streamlit applications.

kyopark2014/dae-project

mcp-roam

by plcarmona

Enables AI agents to semantically search, retrieve, and augment an org-roam knowledge graph via MCP, with features like vector-based search, YouTube ingestion, and local LLM processing.

plcarmona/roam-mcp

playwright-archive-mcp

by palimpsest-labs

MCP server that drives a headless or interactive Playwright browser and records every HTTP request/response into a shared web-archive store, making captured traffic searchable.

palimpsest-labs/playwright-archive-mcp

Personal AIVA MCP Bootstrap

by banddude

A self-hosted MCP server that gives ChatGPT controlled access to a user's Oracle Cloud Ubuntu VM through tools for shell commands, file operations, and personal skills.

banddude/aiva-bootstrap

MCP IT Help Desk

by minasenel

AI-powered IT support server that understands issues in Turkish and English, suggests fixes, and routes to the right experts via Django DB.

minasenel/mcp-it-helpdesk

inmydata MCP Server

by inmydata

Exposes the inmydata agents SDK as an MCP server, enabling AI agents to access inmydata's powerful data querying capabilities through a standardized interface.

inmydata/AgentMCP

nodered-mcp

by ylt

A Python MCP server that provides language models full read/write access to a Node-RED instance through its Admin HTTP API, enabling flow management with structured Pydantic responses and incremental patching.

ylt/nodered-mcp

Nextcloud Control Plane MCP Server

by thenovanodes

Enables management and administration of Nextcloud instances through OCC commands, including status checks, trusted domain configuration, and database optimization.

TheNovaNodes/nextcloud-mcp-control

PCM MCP

by controllogix

An MCP server for ABB/Hitachi Energy PCM600 that provides offline IEC 61850 SCL file analysis, .apcmp project archive inspection, ACT logic recovery, and safe read-only drive of the PCM600 CLI for project exports and validation.

controlLogix/PCM600-MCP

Plane MCP

by rockysingh116

An MCP server that enables LLMs to fully manage a Plane workspace, including projects, work items, states, labels, cycles, modules, comments, and members.

Rockysingh116/Plane-MCP

BankGuard MCP

by narayana-murthy-mythos

Enables AI assistants to operate a banking fraud detection system by providing tools for submitting transactions, reading alerts, checking risk, and freezing/unfreezing accounts, with fraud rules enforced in-database.

narayana-murthy-Mythos/bankguard-mcp

deal-watcher

by s2leh

Enables monitoring Amazon.sa product prices with Telegram alerts, using a two-step approval process for tracking products.

s2leh/deal-watcher-ai-agent