The MCP Trust Index.

hermes-claude-bridge

by rodrigosiliunas

MCP server that enables Hermes Agent to delegate development tasks to Claude Code CLI, reusing the Claude Code subscription without additional API costs.

RodrigoSiliunas/hermes-claude-bridge

NotebookLM MCP Server

by vetal711

A production-ready, fully asynchronous MCP server that bridges AI agents with Google NotebookLM, enabling notebook creation, source management, audio generation, and more through natural language.

Vetal711/notebooklm-mcp

MedData MCP Server

by anthesiallc

Enables conversational drug and supplement lookup, detailed profiles, and interaction checking via the MedData API.

anthesiallc/meddata-mcp

MCP-Markdown-RAG

by zackriya-solutions

A Model Context Protocol (MCP) server that provides a local-first RAG engine for your markdown documents. It uses a file-based Milvus vector database to index your notes, enabling LLMs to perform semantic search and retrieve relevant content from your local files.

Zackriya-Solutions/MCP-Markdown-RAG

local-document-rag-agent

by iupulk

MCP server enabling Claude Desktop to answer questions from local Word and PDF documents by searching a vector index built from their contents.

iupulk/local-document-rag-agent

HubSpot MCP Server

by meerkats-ai

hubspot-mcp-server typescript

Meerkats-Ai/hubspot-mcp-server

claude-code-codex-agents

by tsunamayo7

Enables Claude Code to delegate tasks to OpenAI's Codex CLI (GPT-5.4) with structured execution traces, parallel execution, session persistence, and adversarial code review.

tsunamayo7/claude-code-codex-agents

muse-tts-embed

by falcoschaefer99-eng

Enables Claude to speak text with an embedded audio player, supporting 54 voices, voice cloning, and playback controls, all running locally.

falcoschaefer99-eng/muse-tts-embed

AI Develop Assistant

by jiemobasixiangcai

Assists AI developers with intelligent requirement analysis and architecture design through guided clarification questions, branch-aware management, and automated architecture generation with persistent storage.

jiemobasixiangcai/ai-develop-assistant

outlook-mcp

by lihaokun

MCP server for Outlook — enables AI assistants to access email, contacts, and calendars via Windows COM interface.

lihaokun/outlook-mcp

DecisionGraph MCP Server

by hieuchaydi

Enables preserving, querying, and managing engineering decisions with reasoning and evidence through CLI, HTTP API, and MCP tools.

hieuchaydi/DecisionGraph

Gemini MCP Server

by lkbaba

Integrates Google Gemini 3.1 with Claude Code to provide web search, large codebase analysis, multimodal image understanding, and creative brainstorming, leveraging Gemini's 1M token context and Google Search grounding.

LKbaba/Gemini-mcp

TickTick MCP Server

by iflow-mcp

Enables interaction with TickTick task management system through MCP, allowing users to view, create, update, complete, and delete tasks and projects via natural language.

iflow-mcp/jacepark12-ticktick-mcp

tinci-mcp

by liyb-gz

MCP server for Cantonese lyric writing, offering Jyutping romanization, tonal pattern analysis, and rhyming character lookup.

liyb-gz/tinci-mcp

ScholarMind

by fengliangcheng-hfut

A multimodal academic research assistant for LLM Agent papers, enabling paper search, PDF/figure understanding, knowledge graph memory, learning paths, and reproducible experiments via MCP.

FengLiangcheng-hfut/AcademicAgent

TractorBeeam365 MCP

by ringosystems

A Model Context Protocol server that connects to Veeam Backup for Microsoft 365 to review backup configuration, find protection gaps, and optionally run jobs and restores with opt-in safety controls.

Ringosystems/TractorBeeam-MCP

Egile MCP Slide Deck Generator

by jpoullet2000

Enables creation of professional PowerPoint presentations with AI-generated content and images, supporting multiple LLMs and image services via MCP protocol.

jpoullet2000/egile-mcp-slidedeck

Stock-MCP

by plydeen

Provides access to Massive (Polygon) market data including stock and options OHLCV bars as CSV, ticker search, and market movers via FastMCP.

Plydeen/Stock-MCP

duckdb-iceberg-mcp

by ys1173

Enables AI assistants to query Apache Iceberg tables on S3 via AWS Glue Data Catalog using DuckDB as the embedded query engine, supporting columnar Arrow reads with no data movement.

ys1173/duckdb-iceberg-mcp

UML Forge

by dave1362

13 AI-powered UML diagram tools for coding agents. Generates class, sequence, state, ER, threat model, deployment and architecture diagrams in Mermaid syntax. Works in Claude Code, Cursor and Windsurf.

dave1362/umlforge-connector

kira-mcp

by anmol202005

kira-mcp is a local MCP server that gives any MCP-compatible agent host full computer-use capabilities on the host machine, including screen perception with OmniParser and desktop automation.

Anmol202005/kira-mcp

Voice-AGI MCP Server

by marc-shade

An advanced MCP server that provides stateful voice-controlled AGI capabilities with local STT, TTS, and intent detection. It enables users to execute tools, manage memory, and conduct research through natural multi-turn dialogue with low-latency performance tracking.

marc-shade/voice-agi-mcp

MCP Streamable HTTP Server

by ruhamacopilot

Enables exposing MCP tools over HTTP using Python and FastAPI, allowing AI assistants like Cursor to connect and use tools like web search, echo, and math operations.

RuhamaCopilot/mcp-streamable-http

Office AI Blueprint MCP Server

by cardozoesaggioro

A connector that surfaces ~50 tools from 10+ integrated business systems (CRM, finance, support) via MCP, enabling an AI assistant to securely query and operate on correlated office data.

cardozoesaggioro/office-ai-blueprint

arxiv-mcp

by reinthal

Converts arXiv academic papers to Markdown format and provides tools for extracting arXiv IDs and generating URLs.

reinthal/arxiv-mcp-ng

Red Team MCP

by redteammcp

A multi-agent collaboration platform that provides access to over 1,500 models from 68 providers via the Model Context Protocol. It enables users to assemble and coordinate specialized AI teams using advanced orchestration modes like swarm, debate, and hierarchical workflows.

RedTeamMCP/RedTeam-MCP

whoop-mcp

by sgee107

MCP server that wraps the Whoop API v2 to let Claude Code pull workouts, sleep, and recovery data.

sgee107/my-whoop-mcp

mcp-notes

by michaelkrauty

Personal knowledge management server with note CRUD, semantic search, git versioning, wiki linking, tags, glossary, and fact graph capabilities.

michaelkrauty/mcp-notes

Shoofio/brave-search-mcp-sse

by shoofio

Stream Brave Search (web & local) results via a Model Context Protocol (MCP) / Server-Sent Events (SSE) interface. Acts as a centralized, observable tool provider for AI models, deployable via Docker or Helm.

Shoofio/brave-search-mcp-sse

MCP Journaling Server

by mtct

MCP Server for journaling

mtct/journaling_mcp

Kubernetes Pilot

by bourbonkk

Enables AI to manage Kubernetes clusters through a comprehensive set of tools for contexts, namespaces, pods, deployments, services, and other resources with optimized performance and context-aware operations.

bourbonkk/k8s-pilot

Silver Price MCP Server

by bhavuk1409

Fetches real-time silver prices and chart images from MCX India via Groww.in, including price metrics, trends, and a base64-encoded PNG chart.

bhavuk1409/silver-mcx-mcp-server

IDA Pro MCP

by icryo

Enables AI-assisted reverse engineering in IDA Pro by providing tools to analyze binaries, decompile functions, manage comments, search patterns, and interact with the IDA database through natural language.

icryo/ida-pro-mcp

Developer Tools MCP Server

by shashankgupta0998

Provides developer tools for searching PyPI packages, fetching GitHub repository info, searching Stack Overflow, and checking Python package compatibility using public APIs with no API keys required.

shashankgupta0998/developer-tools-mcp

Chat with Blender

by akerdogmus

Enables AI assistants to control Blender 3D modeling and rendering through natural language commands via the Model Context Protocol.

Akerdogmus/chat-with-blender

RappiMCP

by bgirardi99

Enables Claude to browse stores, search products, manage the cart, and open checkout on Rappi Chile through natural language, automating grocery and delivery purchases.

bgirardi99/RappiMCP

flex-sensor-agent-mcp

by tonghui666

An MCP server for COMSOL Multiphysics that enables AI agents to perform flexible pressure sensor simulation, including DXF analysis, contact model building, parameter sweeping, and result export using natural language.

tonghui666/flex-sensor-agent-mcp

cic-mcp-session

by centralinfracore

Stores and serves a single conversation/session context for CIC agents, providing event ingestion, timeline projection, and search capabilities within a session scope.

CentralInfraCore/cic-mcp-session

backtest360-mcp

by backtest360

MCP server that exposes the Backtest360 backtesting engine API as tools, enabling AI agents to conversationally discover indicators, build and validate strategies, run backtests, and read results.

Backtest360/backtest360-mcp

AISecretary

by diegodopazo

A modular collection of MCP servers for automating virtual secretary tasks within Microsoft Outlook, including email management, calendar operations, contacts, tasks, and mailbox settings through Microsoft Graph API.

DIEGODOPAZO/AISecretary

MADRIX MCP

by drohi-r

Enables AI-driven control of MADRIX LED lighting software, providing over 100 tools for storage, layer, cue list, timeline, audio, output, and color management via the MADRIX Remote HTTP interface.

drohi-r/madrix-mcp

assay-mcp-server

by rul1an

Assay is a fail-closed policy and evidence layer for MCP tool execution. The MCP server exposes policy checks and trace/coverage helpers for reviewing tool calls before or after agent workflows run.

Rul1an/assay

Google Tasks MCP Server

by abenke

Enables LLMs like Claude to manage Google Tasks by listing, creating, updating, completing, and deleting tasks and task lists, including setting due dates and notes.

abenke/gtasks-mcp

ArchiMate MCP Server

by entira

Enables generation of PlantUML ArchiMate enterprise architecture diagrams with full ArchiMate 3.2 specification support across all 7 layers, including automatic validation, multi-format export (PNG/SVG/XML), and instant diagram viewing through a built-in HTTP server.

entira/archi-mcp

ecosystem-mcp-server

by pqsoccerboy17

Provides unified control over personal automation ecosystem, enabling Claude to act as an operator orchestrating downloads, Notion sync, tax document OCR, financial data, and system health monitoring.

pqsoccerboy17/ecosystem-mcp-server

AutoEQ MCP Server

by veridyia

Provides access to a database of over 8,800 headphones and IEMs for equalization settings, sound signature analysis, and Harman preference scores. It enables AI assistants to search, compare, and recommend headphones based on frequency response measurements and parametric EQ profiles.

verIdyia/autoeq-mcp

constraints-registry-mcp

by sureshkhemka

A single, queryable source of engineering constraints that coding agents consult at code-generation time, exposed over an MCP server.

SureshKhemka/constraints-registry-mcp

cwe-search_mcp

by bilel-eljaamii

Enables querying MITRE's Common Weakness Enumeration database for vulnerability information, supporting CWE lookup, search, taxonomy navigation, and relationship mapping through MCP.

Bilel-Eljaamii/cwe-search_mcp

PilotOps MCP

by muhammedehab35

Enables AI-driven incident response by connecting Claude to monitoring tools like Prometheus, Grafana, Loki, PagerDuty, and Slack for automated investigation and runbook generation.

muhammedehab35/PILOT_OPS-MCP

NotebookLM MCP

by kkaminsk

Enables AI agents to interact with Google NotebookLM through browser automation, supporting notebook management, source addition, question answering, and audio overview generation.

kkaminsk/NotebookLM-MCP