The MCP Trust Index.

RednoteMCP

by jonafly

Enables automated interaction with Xiaohongshu (Little Red Book) to search for notes, retrieve content or comments, and post targeted smart comments. It utilizes Playwright to manage browser-based tasks such as secure login and automated engagement.

JonaFly/RednoteMCP

Simple MCP Server with Streamable HTTP Example

by jonigl

Demonstrates how to create a simple MCP server with streamable HTTP transport, featuring tools, prompts, and resources.

jonigl/mcp-server-with-streamable-http-example

YouTube Insights MCP Server

by tejas-borate-wai

An MCP server that extracts transcripts, metadata, and summaries from YouTube videos across various URL formats including Shorts and standard links. It provides comprehensive video data and insights for analysis within MCP-compatible environments.

tejas-borate-wai/youtube_insights_mcp

MCP Server Stdio

by ilil1

Provide a local MCP server that enables integration of LLMs with external tools and resources via standard input/output. Facilitate dynamic access to files, actions, and prompt templates to enhance LLM capabilities. Simplify development of LLM applications by offering a ready-to-use MCP server implementation.

ilil1/mcp_server_stdio

FastAPI MCP Server

by moawizbinyamin

A comprehensive MCP server providing 21+ tools for mathematical operations, string manipulation, file handling, utilities, and web requests via FastAPI and WebSocket.

moawizbinyamin/Fastapi-mcp-server-

HomeCare Cohort MCP

by nasir0md

Identifies high-risk patient cohorts and generates care gap closure plans using a synthetic OMOP-like dataset. It provides clinical decision support tools for homecare management through a DuckDB-backed FastMCP server.

nasir0md/homecare-cohort-mcp

MinIO MCP Server

by raphaelren

Provides tools for interacting with MinIO and S3-compatible object storage through MCP clients like Claude. It enables comprehensive bucket and object management, including listing, creating, uploading, and generating presigned URLs.

Raphaelren/minio-mcp

Confluence-Based Code Review MCP Server

by nakada-memo

An MCP server that performs code reviews by comparing local source code against design documents stored in Confluence. It integrates with Atlassian MCP servers to analyze documentation and provide suggestions for quality improvement based on design specifications.

nakada-memo/code-review-following-confluence

TouchDesigner AI Companion

by lindaeng

Enables users to capture TouchDesigner node network screenshots and ask Claude for context-aware analysis, diagnosis, and suggestions via MCP tools.

LindaEng/mcp_touch

WinDbg GUI MCP Server

by jianqiaojia

Enables AI assistants to interact with the WinDbg GUI through the Model Context Protocol using a PyKD-based plugin integration. It supports executing debugger commands, inspecting registers, reading memory, and performing automated crash analysis via natural language.

jianqiaojia/windbg-mcp

Apify Google Local Services API MCP Server

by johnisanerd

Retrieves vetted Local Services Ads businesses (Google Guaranteed or Screened) as clean JSON for any service and US city, enabling lead generation, local SEO monitoring, and competitor tracking.

johnisanerd/Apify-GoogleLocalServices-API

flemcee

by tylerjharden

An MCP server that enables remote control and automation of FL Studio via the flapi Python client. It provides tools for managing transport, mixer tracks, pattern sequencing, and plugin parameters, allowing users to execute Python code directly within the FL Studio environment.

tylerjharden/flemcee

Plex Assistant MCP

by axelterrier

Enables users to manage and control their Plex media library through natural language commands in MCP-compatible AI clients. It supports searching content, managing playlists, tracking library statistics, and monitoring live viewing sessions.

axelterrier/plex-assistant-mcp

Remote MCP Server

by pavankurapati03

A Python-based MCP server that provides mathematical tools like addition and random number generation, plus server metadata.

Pavankurapati03/test-remote-mcp-server

LLM-Wiki-MCP

by jesusjaehan

Local knowledge base built from PDF lecture slides on Agentic Coding, exposed as an MCP server with search, page retrieval, and query tools.

jesusjaehan/LLM-Wiki-MCP

MCP Demo

by lakyia

A FastMCP-based server providing tools for weather queries, random number generation, and real-time stock market data retrieval. It enables AI models to interact with external data and perform specific tasks through the Model Context Protocol.

lakyia/MCPdemo

Ava MCP Adapter

by ral197979

A REST bridge that exposes Ava Agent's AI capabilities as MCP tools, enabling interaction with CommandDeck specialist brains through chat, project management, memory recall, and skill invocation.

ral197979/ava-mcp-adapter

fn_ora_mcp

by yeuidowanter

Enables Claude Code to query Oracle DB package code using natural language, with tools to search, list, and retrieve package source code.

yeuidowanter/fn_ora_mcp

mempalace-mcp-http

by flejz

Enables remote access to the MemPalace MCP server via HTTP, supporting bearer token authentication and concurrent clients while exposing all mempalace tools.

flejz/mempalace-mcp-http

trustboost-pii-sanitizer

by teodorofodocrispin-cmyk

PII sanitization layer for autonomous AI agent pipelines. Detects and redacts emails, phone numbers, national IDs, private keys, and financial data before text reaches LLMs. Supports EN, ES (LATAM), PT (BR/PT), DE, JA.

teodorofodocrispin-cmyk/trustboost-api

MCP HTTP Server Demo

by mlvalidationdebug

A minimal Model Context Protocol (MCP) server that uses streamable HTTP transport to provide demo tools for calculations, notes, and time. It serves as a standalone example for testing MCP connectivity and gateway registration through a standard HTTP endpoint.

MLValidationDebug/MCP-Server-HTTP-Demo

PM Counter Monitoring MCP Server

by apoorvbrooklyn

Enables monitoring and querying of telecom performance management (PM) counters from remote SFTP locations, providing access to interface statistics, CPU/memory utilization, BGP peer data, and system metrics through a conversational interface.

ApoorvBrooklyn/Networking-MCP

McpQualityAutocad

by mickael62800

Validates AutoCAD VRD (Roads and Utilities) drawings against graphic standards through automated quality checks for layers, blocks, and conventions. Enables Claude to verify drawing compliance and generate quality reports.

mickael62800/McpQualityAutocad

perf-mcp

by walac

Enables LLMs to analyze Linux perf data files using 26 perf analysis commands, including report, script, annotate, and more, through typed tool parameters.

walac/perf-mcp

BioLab MCP Server

by brahimbattou

Unified MCP server providing AI-agent-ready access to AlphaFold, PubMed, ChEMBL, Ensembl, and 37+ scientific databases.

brahimbattou/biolab-mcp-server

flask-mcp-server

by arthurperch

MCP server to control a Flask application and optimize AWS costs, providing tools for app management, AWS resource checking, and cost analysis via Claude.

arthurperch/flask-mcp-server

GitHub Prod MCP

by nouhailadahmany

A production-ready MCP server for GitHub operations, providing tools for repository management, issues, pull requests, and more via both MCP stdio and REST API.

nouhailadahmany/github-mcp-server

fishing-mcp-server

by chunfangzou8-lang

MCP server for a text-based fishing game that allows Claude to play remotely via the Model Context Protocol, with features like casting, buying bait, selling fish, and exploring different locations.

chunfangzou8-lang/fishing-mcp-server

Crawl4AI MCP

by laurentvv

Enables AI assistants to crawl websites, extract dynamic content, navigate links, and save structured Markdown files via the MCP protocol, with support for anti-bot bypass, CSS selectors, and custom JavaScript execution.

laurentvv/crawl4ai-mcp

boxoban-mcp

by aplassard

Enables users to load and solve Boxoban puzzles by providing tools to get game state, list valid moves, and take actions.

aplassard/boxoban-mcp

TunaPay TX Classifier

by metaversemm

Classifies Solana on-chain transactions into tax categories (e.g., swap, stake, NFT) and exports CSV reports compatible with TurboTax and CoinTracker.

metaversemm/tunapay-tx-classifier

Env Validator

by pouyasadri

An MCP (Model Context Protocol) server that inspects your local development environment and reports missing dependencies, version mismatches, and misconfigured environment variables to any MCP-compatible AI assistant. Works with Claude Desktop, Cursor, Gemini CLI, and any other client that supports stdio-transport MCP servers.

pouyasadri/env-validator-mcp

serial-mcp

by davidalo

MCP server for serial port communication. Provides tools to open, read, write, and manage serial ports through the Model Context Protocol.

davidalo/serial-mcp

Another Planka MCP

by roelven

An MCP server that enables AI assistants to interact with self-hosted Planka boards through the Planka REST API. It allows users to list, search, create, and update projects, boards, and cards using natural language.

roelven/another-planka-mcp

podbeanMCP

by amurshak

An MCP server for the Podbean API

amurshak/podbeanMCP

Planer MCP Server

by niradler

An intelligent task management server that generates context-aware engineering plans using LLM-powered workflows and interactive requirement elicitation. It features persistent SQLite storage, category-based planning strategies, and automated progress tracking for software development projects.

niradler/mcp-planer

AutoCAD MCP Server

by plm3310590269-source

Enables natural language control of AutoCAD drawings via LLMs like Claude, supporting drawing, layer management, and SQLite-backed entity analysis.

plm3310590269-source/MCP

mcp-server

by alphaiterations

An MCP server that provides weather and web search tools, orchestrated by a LangGraph agent with OpenAI for natural language interaction.

alphaiterations/mcp-server

Sentinel MCP Data Governance Agent

by nihardugade

A data governance agent that audits PostgreSQL databases through controlled MCP tools for schema inspection, null profiling, and anomaly detection.

NIHARDUGADE/sentinel-mcp-data-governance-agent

TripNow (航班管家)

by sunbeibei-hub

Provides real-time flight and train ticket queries, live status tracking, and a professional knowledge base for air and rail travel. It enables users to monitor departures, check ticketing policies, and manage travel information through a unified interface.

sunbeibei-hub/tripnow-mcp

skills-mcp-server

by lucasromanzin

A high-performance MCP server that provides BM25-ranked search and structured access to over 1,300 AI skills, enabling context-efficient discovery and usage of AI capabilities while minimizing token consumption.

LucasRomanzin/skills-mcp

MD-DOCX Converter

by cjwpenner

Bidirectional Markdown ↔ Word (.docx) converter. Read Word documents directly into Claude as Markdown, or save Claude's output as a properly formatted .docx with heading styles (Title, Heading 1–9), bold, italic, tables, lists, code blocks, and images. No cloud upload — runs entirely on your machine using python.

cjwpenner/md-docx-converter

Mcp Servers

by willchangethislater

My MCP servers

WillChangeThisLater/mcp-servers

mcp-cronos

by mauriziomocci

MCP server for structured daily work diary management, enabling entries, standup summaries, weekly reports, full-text search, and automatic git commits.

mauriziomocci/mcp-cronos

kubernetes-mcp

by stonepusher

MCP server that gives AI assistants full access to Kubernetes clusters and Helm, exposing 73 tools for managing pods, deployments, services, configs, secrets, logs, exec, port-forwarding, Helm lifecycle, and more.

Stonepusher/kubernetes-mcp

MCP Partidos de Fútbol

by davise070893

A Python-based MCP server that extracts football match data from multiple global sources like ESPN and BBC Sport using intelligent web scraping. It enables AI assistants to retrieve scheduled matches, real-time scores, and broadcasting details with advanced filtering for high-profile games.

davise070893/mcp-GetTodayFutbolMatches-usingIA

h1b-mcp

by yoginoit39

An MCP server that enables users to query H1B visa sponsorship data, approval rates, and top roles using public Department of Labor records. It provides tools for looking up company-specific stats and filtering sponsors by job title, city, or state.

yoginoit39/jobsearch-mcp

dag-planner-mcp

by shubhamnegi

A durable DAG-based task planner exposed as an MCP server that lets AI orchestrators break a goal into a dependency graph of tasks, execute them in parallel where possible, track state durably, and handle human-in-the-loop approval through 22 MCP tools.

Shubhamnegi/dag-planner-mcp

Airbnb-StockScreener-Agent-with-MCP

by ambidextrous9

StockScreener MCP with Langchain

ambideXtrous9/Airbnb-StockScreener-Agent-with-MCP

fittin-mcp

by rnwkr7rscy-lang

Enables startup protection checks directly from your editor, analyzing clone risk, defensibility, and patentable features in about 2 minutes.

rnwkr7rscy-lang/fittin-mcp