The MCP Trust Index.

theo-van-gogh-mcp

by johnfire

MCP server that lets AI assistants manage an art catalogue — find paintings, post to social media, upload to galleries, schedule posts, and update metadata.

johnfire/theo-van-gogh-mcp

Stealth Browser MCP Server

by axe240-commits

Provides stealth web browsing using dual browser engines (Chromium and Firefox) with automatic bot-detection bypass, enabling AI agents to browse, interact, and extract content from websites without being blocked.

Axe240-commits/stealth-browser-mcp

pdf-reader-server

by tomcn0803

A Model Context Protocol server for managing text notes, with resources (note:// URIs), tools (create_note), and prompts (summarize_notes).

TomCN0803/pdf-reader-server

MathJS Calculator MCP Server

by edwardpwtsoi

Provides mathematical calculation capabilities using MathJS, enabling expression evaluation and derivative calculation.

edwardpwtsoi/mathjs-mcp

Call DK MCP

by eragonht1

MCP server providing an interactive GUI for users to input prompts and images, with integrated Google Gemini prompt optimization for AI-assisted development.

eragonht1/call-dk-mcp

Prosp MCP Server

by avolveai

MCP server for Prosp.ai LinkedIn outreach automation. Manage leads, campaigns, messaging, and analytics programmatically.

AvolveAi/prosp-mcp

rag-mcp

by kamalesh-kavin

Enables indexing local documents (PDF, Markdown, text, code) into a knowledge base and querying them via semantic search using local embeddings, all running privately on your machine.

Kamalesh-Kavin/rag-mcp

Hands-on MCP (Message Control Protocols) Guide

by rubaiat-hossain

MCP basic

rubaiat-hossain/MCP-server-experiments

Pikud Haoref Alert System

by leonmelamud

Provides real-time access to Israeli emergency alerts from the official Pikud Haoref (Home Front Command) API. Enables AI assistants to check current alerts, retrieve alert history with intelligent city filtering, and monitor emergency notifications including rocket alerts, aerial intrusions, and earthquakes.

LeonMelamud/pikud-a-oref-mcp

crash-mcp

by abdulaziz001

A structured reasoning and problem-solving MCP server that helps track step-by-step analysis with confidence levels, branching, and revisions, ideal for complex multi-step tasks like code optimization and debugging.

AbdulAziz001/mcp-local

palaia

by byte5ai

palaia gives your agents a persistent, searchable knowledge store. They save what they learn, find it by meaning, and share it across tools and sessions automatically.

byte5ai/palaia

multimodal-proxy

by macgaf

为纯文本主模型提供多模态能力的MCP服务器，通过外包图像、视频和音频分析给外部多模态模型并回填文字结果。

macgaf/multimodal-proxy-plugin

Zephyr Scale MCP Server

by metquay

Enables comprehensive test management through SmartBear Zephyr Scale's REST API, supporting automated workflows for test cases, cycles, executions, folders, and linking tests to Jira issues through natural language.

metquay/zephyr-scale-mcp

helm-mcp

by dagamon

MCP server exposing the HELM dashboard REST API as tools for managing services, scripts, and system operations.

dagamon/HELM-MCP

ArXiv Insight MCP Server

by yi-ting-ee13

Enables searching arXiv papers by topic or category, retrieving full text, PDFs, and BibTeX citations, and generating structured reviews and comparisons.

YI-TING-EE13/ArXiv-Insight-MCP-Server

MCP Study Project

by gabrielsantanac

An educational repository designed to practice and understand the Model Context Protocol through simple server implementations. It demonstrates core MCP concepts such as tools, resources, and communication via stdio and SSE transport methods.

GabrielSantanaC/MCP

AnythingLLM MCP Server

by andreperez

Enables MCP-compatible clients to interact with AnythingLLM, providing tools for workspace management, chat and thread operations, document operations, vector search, and system inspection.

andreperez/anythingllm-mcp

omega-mcp-server

by ekoelogan

MCP server that exposes 108+ omega-cli OSINT tools for reconnaissance, web analysis, threat intelligence, and reporting, enabling AI assistants to perform comprehensive open-source intelligence tasks.

Ekoelogan/omega-mcp-server

mcpkit-data

by tidymaze

An MCP server with 66+ tools for data engineering, enabling AI assistants to interact with Kafka, databases, AWS, data pipelines, infrastructure, and more.

TidyMaze/mcpkit-data

fitness-mcp

by owenrumney

A personal remote MCP server for fitness data that provides read-only tools to query Garmin Connect activities and Hevy workouts, enabling users to list, retrieve, and analyze exercise records through natural language.

owenrumney/health-mcp

Docker MCP Server

by arumallarevanthreddy

Provides Docker management tools for Claude Code, enabling container, image, network, and volume operations.

ArumallaRevanthReddy/custom-docker-mcp-server

Deep Research MCP

by achuthprince004

An MCP server that enables deep internet research through natural language, supporting stdio and HTTP/SSE modes for flexible integration.

achuthprince004/deepresearch-mcp

ocp-mcp

by badin017

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

badin017/ocp-mcp

mcp-jira-server

by 5amfung

MCP Jira Server

5amfung/mcp-tools

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

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

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

GitHub Actions MCP Server

by devopsier

A GitHub Actions integration powered by the MCP. This server exposes structured tools to manage GitHub issues, pull requests, and repositories through natural language interfaces and autonomous agents.

devopsier/github-actions-mcp

PostgreSQL Products MCP Server

by michael7736

MCP server for interacting with a PostgreSQL products database.

michael7736/postgres-mcp-server

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

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

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

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 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

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

tc-help-mcp

by tutorcruncher

Provides live access to TutorCruncher and Bobbin product documentation via Intercom and GitHub, enabling Claude to search and retrieve help articles and API docs on demand.

tutorcruncher/help-mcp

OutlookMaster-MCP

by bonjourzzz

A comprehensive MCP server for Microsoft Outlook email management, enabling mail operations, smart search, statistical analysis, and more via natural language.

bonjourzzz/OutlookMaster-MCP

Football Knowledge Graph RAG MCP Server

by fachreza28

Enables natural language querying of a football knowledge graph via Neo4j, generating Cypher queries and answers using LLMs, and also provides tools to build the graph from text.

Fachreza28/football-knowledge-graph-rag

Claude Data Buddy

by iramk11

Enables conversational analysis of CSV and Parquet files through natural language, providing statistics, summaries, data type information, and comprehensive multi-step data analysis.

iramk11/claude-data-buddy

gmail-fast-mcp

by jeffmm

A Gmail MCP server providing 19 tools for email operations, label and filter management, and attachment handling via the Gmail API.

jeffmm/gmail-fast-mcp

Personal Memory MCP Server

by joopsnijder

A modern MCP server that provides Claude Desktop with the ability to store and retrieve personal information locally.

Joopsnijder/personal-memory-mcp

sensitive-info-mcp

by hawklithm

AI-powered sensitive info detection and masking MCP server supporting 14+ types with regex, checksum, and optional LLM semantic detection, enabling flexible masking strategies like mask, replace, hash, and redact.

hawklithm/sensitive-info-mcp

vault-mcp

by lincyaw

Markdown + SQLite knowledge store with bidirectional wikilinks, exposed as an MCP server for AI agents to maintain an interconnected knowledge base.

Lincyaw/vault-mcp

QuantPlay MCP Server

by quantplay

Provides access to the QuantPlay trading API for managing broker accounts, tracking positions, and analyzing holdings. It enables users to interact with their trading data through MCP-compatible clients like Claude Desktop.

quantplay/quantplay-mcp

Limitless MCP Integration

by manueltarouca

A Model Context Protocol server, client and interactive mode for Limitless API

manueltarouca/limitless-mcp-server

saq-mcp

by monopaul

A Model Context Protocol server for SAQ.com that enables searching wines and spirits, tracking new arrivals, monitoring restocks, and filtering alerts by geographic area from any MCP-compatible client.

MonoPaul/saq-mcp

MCP Weather Server

by cskiro

A weather server application for MCP

cskiro/MCP-Weather-Server

CUF Health Portal MCP Server

by nathanfolkman

Enables users to interact with the CUF health portal to retrieve patient information, appointments, clinical documents, invoices, and prescriptions through natural language.

nathanfolkman/cuf-mcp