The MCP Trust Index.

password_generator20

by bach-ai-tools

Generates passwords with customizable length, special characters, numbers, and umlauts via the Password Generator20 API.

BACH-AI-Tools/password_generator20

Unoffical Polestar 2 MCP

by holger1411

An MCP (Model Context Protocol) server that exposes Polestar 2 vehicle data to AI assistants like Claude. Query your car's battery status, vehicle info, and health data through natural conversation.

holger1411/polestar-mcp

mcp-server-motherduck

by cienco

An MCP server that enables SQL analytics on DuckDB and MotherDuck databases, allowing AI assistants and IDEs to query and analyze data.

cienco/mcp-motherduck-undercontrol-light

MCP Weather Server

by abhi-245

Provides hourly weather forecasts using the AccuWeather API, including current conditions and 12-hour forecast with temperature, precipitation, and weather description.

Abhi-245/Trip_planner_agent_mcp_server

LiLBrain

by mangobytelabs

Instant codebase knowledge graph MCP server. It auto-detects languages, indexes functions, classes, and call chains, enabling LLMs to navigate code in milliseconds.

MangoByteLabs/LiLBrain

Rememberizer MCP Server

by skydeckai

Enables semantic search and retrieval of information from personal and team knowledge repositories including Slack, Gmail, Dropbox, Google Drive, and uploaded files. Allows storing new information for future recall through AI-powered search.

skydeckai/rememberizer-mcp-quanghs-gdrive

Robotics Control MCP Server

by csoai-org

Enables AI agents to control hardware devices like Arduino, Raspberry Pi, 3D printers, CNC machines, and custom robots via serial ports and HTTP. Provides tools for device discovery, command sending, sensor reading, servo control, G-code execution, and emergency stops with safety features.

CSOAI-ORG/robotics-control-mcp

mcp-memory

by yarlan1503

A drop-in replacement for Anthropic's memory server that utilizes SQLite to ensure data integrity and concurrent access. It enhances the original functionality with semantic search capabilities using vector embeddings and ONNX models.

Yarlan1503/mcp-memory

PDF RAG MCP Server

by abdellahiheiballa

A Model Context Protocol (MCP) server that provides powerful RAG (Retrieval-Augmented Generation) capabilities for PDF documents. This server uses ChromaDB for vector storage, sentence-transformers for embeddings, and semantic chunking for intelligent text segmentation.

abdellahiheiballa/pdf-rag

AWS Security Remediation MCP Server

by yslee96

Provides automated security incident remediation tools for AWS, enabling real-time threat response by quarantining malicious S3 objects, restricting IAM access, and updating security groups.

yslee96/security-remeidation-mcp-sever

Active Jobs Db MCP Server

by bach-ai-tools

Enables searching and retrieving job listings from the Active Jobs Db API with support for multiple filters like title, location, organization, and AI-based fields.

BACH-AI-Tools/bach-active_jobs_db

Social Download All In One

by bach-ai-tools

Enables downloading content from various social media platforms through a unified API. Provides a single tool to download media from multiple social networks using the Social Download All In One service.

BACH-AI-Tools/bachai-social-download-all-in-one

NormSync

by sandeep-alluru

Pre-commit norm gate for AI-generated PRs — enforces coding and contribution norms, blocking violations before they land.

sandeep-alluru/normsync

MCP Shell Server

by fastmcp-me

Enables secure execution of whitelisted shell commands through MCP, with support for stdin input, timeout control, and comprehensive output including stdout, stderr, and execution time.

fastmcp-me/mcp-shell-server

AWS CDK MCP Server

by akm-2018

Provides guidance and tools for the AWS Cloud Development Kit, including infrastructure patterns, GenAI constructs, and security compliance via CDK Nag. It streamlines development by generating Bedrock Agent schemas and providing comprehensive documentation for Lambda layers and AWS Solutions Constructs.

AkM-2018/tmp_cdk_mcp_server

ChemDraw Server

by tom832

Provides chemical informatics endpoints for converting between chemical names and SMILES, processing molecule structures, and comparing molecules, with MCP compatibility.

tom832/chemdraw-server

Shared MCP Gateway

by xfn-jjw

Aggregates multiple shared MCP servers into a single HTTP gateway, providing a unified, observable, and reusable MCP access layer for multiple AI clients like Codex, OpenCode, and OpenClaw. It centralizes configuration management, logging, health checks, and circuit breaking to simplify multi-client MCP deployments.

xfn-jjw/shared-mcp-gateway

BenchClaw MCP Server

by agnuxo1

Register LLMs and agents on the P2PCLAW decentralized benchmark network and query live performance scores via the BenchClaw API.

Agnuxo1/benchclaw-integrations

mcp-code-indexer

by nielsen642

An MCP server that enables AI agents to navigate and understand codebases through file descriptions, semantic search, and code recommendations without repeatedly scanning files.

Nielsen642/mcp-code-indexer

nl-eli-mcp

by matematicsolutions

An MCP server for Dutch consolidated legislation, enabling AI agents to retrieve acts and their full text in force on a given date with verifiable citations via the official KOOP SRU API.

matematicsolutions/nl-eli-mcp

nvda-cpi-watch

by ng-bullseye

MCP server for fetching NVDA earnings and US CPI data, including historical values, market forecasts, and an aggregated trade brief for the next CPI release.

NG-Bullseye/nvda-cpi-watch

Sealmetrics MCP Server

by sealmetrics

Connects AI assistants like Claude to Sealmetrics analytics data, enabling natural language queries for traffic analysis, conversions, marketing performance, ROAS tracking, and funnel analysis.

sealmetrics/mcp-server

PDF MCP

by gzigurella

Enables PDF processing and analysis including text extraction, metadata retrieval, search, page manipulation, splitting/merging, conversion to images, and form handling.

gzigurella/pdf-mcp

NewsAPI MCP Server

by nimblebraininc

Enables news search and headline retrieval using NewsAPI. Supports getting top headlines by country and category, and searching articles across thousands of sources.

NimbleBrainInc/mcp-newsapi

Phrase MCP Server

by simarust

A Model Context Protocol server that integrates with Phrase Strings to manage translation projects, keys, and translations. Enables AI assistants to perform CRUD operations on projects, locales, and translations programmatically.

simarust/phrase-mcp-server

lastfm-mcp

by dkfancska

An MCP server for the Last.fm API that enables LLM agents to access music data including user profiles, listening history, top charts, search, and artist/album/track metadata.

dkfancska/mcp-lastfm

OpenRath

by rath-team

An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.

Rath-Team/OpenRath

Terminal MCP Server

by acosx

Enables executing shell commands on the host system via an MCP tool, with JWT/OAuth authentication and audit logging for secure remote access.

AcosX/Terminal-MCP-Server

hollaugo/tutorials

by hollaugo

Analyze stocks with summaries, price targets, and analyst recommendations. Track SEC filings, divi…

hollaugo/tutorials

Chuck Norris MCP Server

by bach-ai-tools

Enables access to the Chuck Norris API to retrieve Chuck Norris jokes and facts through a Model Context Protocol interface.

BACH-AI-Tools/chuck_norris

NASA API

by ancode666

Integrates with NASA APIs to provide real-time astronomical data, space weather information, Earth imagery, and exoplanet research capabilities without requiring technical knowledge of NASA's API structure.

ancode666/nasa-mcp

Tableau MCP Server

by hetpatel-11

Connects Claude Desktop to Tableau Server for natural language interactions with Tableau data, enabling data extraction, dashboard exports, and comprehensive administrative capabilities including user management, permission auditing, and usage analytics.

hetpatel-11/Tableau-MCP

Upbit MCP 서버

by restful3

mcp sse 를 지원하는 upbit server

restful3/upbit-mcp-sse

Brazilian Law Research MCP Server

by pdmtt

A MCP (Model Context Protocol) server for agent-driven research on Brazilian law

pdmtt/brlaw_mcp_server

bazel-mcp

by sandeepnmenon

Integrates Bazel build system with AI assistants via the Model Context Protocol, allowing AI to build, test, run, and query Bazel targets.

sandeepnmenon/py_bazel_mcp

Power BI Skills MCP Server

by proxuma

Enables AI assistants to query Power BI datasets via MCP, automatically anonymizing sensitive data before it reaches the AI, and generating rich HTML reports from natural language questions.

Proxuma/powerbi-claude-skills

oscilloscope-mcp

by masahiro-999

MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to observe physical pin behavior, bridging RTL simulation and hardware testing.

masahiro-999/oscilloscope-mcp

AI Content Detector

by bach-ai-tools

Enables detection of AI-generated content from ChatGPT, GPT-4, and Gemini models through the BACH AI Content Detector API.

BACH-AI-Tools/bachai-ai-content-detector-ai-gpt

Gmail Telegram MCP Server

by benitomartin

Connects Gmail and Telegram via an MCP server, enabling users to interact with their emails through a Telegram bot with commands for summaries and audio.

benitomartin/gmail-telegram-mcp-server

Chisel

by ironadamant

MCP server for test impact analysis and code intelligence. Maps tests to code and git history to determine impacted tests, risk scores, and ownership for AI coding agents.

IronAdamant/Chisel

QuantumArchitect MCP

by nlarchive

Enables AI agents to create, validate, evaluate, and score quantum circuits with support for multiple hardware platforms. Provides tools for generating quantum algorithms (Bell states, Grover's, VQE), simulating circuits, checking hardware compatibility, and assessing circuit quality metrics.

NLarchive/QuantumArchitect-MCP

Splitwise MCP Server

by vishnujayvel

Enables AI assistants to manage Splitwise expenses with atomic duplicate prevention, smart fuzzy matching, and support for flexible split ratios between two people.

vishnujayvel/splitwise-mcp

Browser Gateway

by browser-gateway

Browser infrastructure gateway with multi-provider failover, load balancing, and built-in Chrome CDP tools.

browser-gateway/browser-gateway

Rust Minidump MCP

by bahamoth

Analyzes application crash dumps and extracts debug symbols, transforming Windows minidump files into readable stack traces and providing AI-powered crash analysis to help identify root causes and fix critical issues.

bahamoth/rust-minidump-mcp

Complete Google Ads API v21 MCP Server

by grantweston

Provides full Google Ads API v21 access with 40+ tools for creating, optimizing, and managing campaigns, ad groups, keywords, extensions, and bidding strategies through natural language commands.

grantweston/google-ads-mcp-complete

galaxy_morphology_mcp

by weinaike

Enables galaxy morphology analysis by running GALFIT and GalfitS fits on single- and multi-band images, with optional VLM-based residual analysis.

weinaike/galaxy_morphology_mcp

Coinmarket MCP Server

by mikeysrecipes

Enables access to CoinMarketCap API data, including latest cryptocurrency listings and token quotes, through natural language.

mikeysrecipes/coinmarket-mcp-server

real-estate-sustainability-mcp

by l4b4r4b4b4

MCP server for analyzing building sustainability metrics via Excel, PDF, and frameworks like ESG, LEED, BREEAM, DGNB with IFC integration.

l4b4r4b4b4/real-estate-sustainability-mcp

matsumoto-buss-mcp

by takamasa045

Provides Matsumoto city community bus information via GTFS data, enabling stop search, departure times, nearby stops, and route details.

Takamasa045/matsumoto-buss-mcp

iTerm MCP

by research-developer

Controls iTerm2 terminal sessions with multi-pane support, allowing parallel command execution, session management, and role-based access for AI orchestration.

research-developer/iterm-mcp-claude-agency