The MCP Trust Index.

mcp-offline-wikipedia

by rome-notbeepboop

Provides offline search and retrieval of Wikipedia articles using Kiwix .zim files, enabling LLMs to access full Wikipedia content without internet.

Rome-NotBeepBoop/mcp-offline-wikipedia

chatroom-mcp

by warrenschultz

A coordination server for Claude Code agents that provides a shared chat room and task board with atomic ownership, enabling seamless collaboration across machines.

WarrenSchultz/chatroom-mcp

modelport

by deividhp13

Turns any ML model into an MCP tool with auto-inferred schemas, input/output validation, and structured error handling.

Deividhp13/modelport

aws-s3-connector-mcp

by sourav-spd

Enables MCP clients to connect to AWS S3 buckets, list, upload, and read objects in various formats, supporting public and private buckets with multiple transport modes.

sourav-spd/aws-s3-connector-mcp

niaid-data-mcp-server

by mark-aronson

Enables searching the NIAID Data Ecosystem for biomedical research resources including datasets, clinical studies, and publications using Elasticsearch queries.

mark-aronson/niaid-data-mcp-server

unofficialMCP4Vaillant

by holger1411

An unofficial MCP (Model Context Protocol) server that exposes a Vaillant heat pump's data to AI assistants like Claude. Query outdoor and room temperatures, hot water status, energy consumption, COP estimates, schedules, and diagnostics through natural conversation.

holger1411/unofficialMCP4Vaillant

Security Weekly MCP

by astroicers

An MCP server that generates security weekly reports and manages a terminology glossary for the Taiwanese cybersecurity community.

astroicers/security-weekly-mcp

RTFM

by roomi-fields

The open retrieval layer for AI agents. Index your entire project — code, docs, legal, research, data — and serve surgical context via MCP. FTS5 full-text search, optional semantic search (FastEmbed/ONNX), 10 built-in parsers, incremental auto-sync.

roomi-fields/rtfm

opendata-campus-mcp

by trionnemesis

教育資源導航 MCP，可透過 TWCampus 目錄路由至台灣官方教育平台，即時搜尋與讀取公開學習資源。

trionnemesis/opendataCampus-MCP

openobserve-community-mcp

by alilxxey

A read-only MCP server for OpenObserve Community Edition that works over the REST API. Provides tools for searching logs, traces, stream schemas, and dashboards - no Enterprise license required.

alilxxey/openobserve-community-mcp

MCP Code Sanitizer

by notasandy

Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and security issues in your code. Supports analyze, compare versions, explain code, generate tests, and HTML reports.

notasandy/mcp-code-sanitizer

mcp-db-schema-tools

by southglory

Database schema management MCP server for Claude Code, enabling natural language management from business requirements to complete databases.

southglory/mcp-db-schema-tools

reddit-mcp-server

by maoramsallem

Enables AI assistants to browse Reddit, analyze stock buzz, and detect trending stocks with intelligent context analysis.

MaorAmsallem/reddit-mcp-server

Context Portal MCP (ConPort)

by fastmcp-me

A database-backed MCP server that acts as a project memory bank, enabling AI assistants to store, retrieve, and search structured context like decisions, tasks, and architecture using SQLite and vector embeddings.

fastmcp-me/context-portal

MCP-data-inclusion

by drewano

MCP server that exposes French public APIs (Data Inclusion, Légifrance, La Bonne Alternance) as tools for LLMs, enabling social, legal, and employment assistance.

drewano/France-GPT

Inventory Management AI MCP

by csoai-org

Inventory Management AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/inventory-management-ai-mcp

gpt-image-mcp

by skyjoe66

An MCP server that enables Claude Code and Claude Desktop to generate and edit images using OpenAI's gpt-image-2 model, with results saved to disk.

skyjoe66/gpt-image-mcp

odoo-superior-mcp

by nitram509

Enhanced Model Context Protocol (MCP) server for Odoo ERP with advanced tools for sales, purchases, inventory and accounting.

nitram509/odoo-superior-mcp

YouTube Content Management MCP Server

by nehra-amaterasu

A Model Context Protocol (MCP) server that provides YouTube Data API v3 integration for content discovery and analytics. It enables AI assistants to search for videos, channels, playlists, and retrieve detailed metrics.

Nehra-Amaterasu/youtube-content-management-mcp

Red Bee MCP Server

by tamsi

Enables interaction with Red Bee Media OTT streaming platform, providing 33 tools for authentication, content search, playback, user management, purchases, and EPG operations across movies, TV shows, and live channels.

Tamsi/redbee-mcp

Vivado MCP Server

by emanuel-clearfield

Lets LLM clients control a persistent AMD/Xilinx Vivado TCL session on Windows, avoiding repeated startup cost with native process handling.

Emanuel-Clearfield/Vivado_MCP_Windows

velocitybrain

by hardikguptaofficialgit

hardikguptaofficialgit/velocitybrain

Markdown RAG Documentation

by andnp

Enables semantic search over local Markdown documentation using hybrid retrieval combining embeddings, keyword search, and graph traversal with automatic file watching and zero-configuration setup.

andnp/ragdocs-mcp

tar-engine

by qingxuantang

Audits AI agent skills for safety using static, semantic, adversarial, and supply-chain analysis, providing scores and risk flags. Can be run via CLI, CI, or as an MCP tool from Claude Code, Cursor, and Codex.

qingxuantang/tar-engine

DLBrowser

by dekryptlabs

MCP server that gives AI agents reliable web access with self-healing, anti-bot bypass and clean content extraction. It provides 11 tools like fetch, scrape, and search, metered by credit with cost transparency.

DekryptLabs/dlbrowser

AI Agent Marketplace Index Search MCP Server

by aiagenta2z

MCP Server for AI Agent Marketplace Index from DeepNLP

aiagenta2z/onekey-gateway

DeepMap AI MCP Server

by deepmapai

Provides 25 geophysical intelligence tools for multi-hazard risk scoring, earthquake/volcano/tsunami/sinkhole prediction, weather intelligence, insurance underwriting, climate migration, and parametric triggers.

DeepMapAI/deepmap-mcp-server

PAL MCP Server

by bigl34

A Model Context Protocol server that connects AI CLI tools to multiple models for multi-model orchestration, conversation continuity, and collaborative workflows like code reviews and planning.

bigl34/pal-mcp-server

DDGS MCP Server

by chirag127

Enables DuckDuckGo search capabilities with full content extraction for AI agents, supporting text and news searches across multiple engines.

chirag127/ddgs-mcp-server

HaltProof

by rudrendupaul

MCP server for HaltProof's emergency-shutdown orchestration and cryptographic audit-proof layer, enabling AI agents to dry-run or execute cluster halt operations across Slurm, Kubernetes, and IPMI, and verify signed, hash-chained attestation logs.

RudrenduPaul/HaltProof

Imagen Tools MCP Server

by hwalde

An MCP server for generating and editing images using Google Gemini Imagen via Vertex AI. Supports multiple resolutions and aspect ratios.

hwalde/imagen-tools-mcp

MCP Video Editing Assistant

by jossben

A Model Context Protocol (MCP) server that learns from your video editing behavior and provides intelligent assistance for film and television post-production workflows.

JossBen/mcp-video-editing-assistant

CardioTriage MCP Server

by claudiomedina17

Provides phenotype-aware cardiovascular triage tools including FHIR R5 case retrieval, missing-data analysis, ECGFounder-backed ECG interpretation, risk summarization, and structured SBAR handoff in multiple languages.

claudiomedina17/cardiotriage-mcp

RecallForge

by brianmeyer

Local-first MCP server enabling cross-modal search across text, images, documents, video, and audio transcripts. Provides 26 tools for ingesting, searching, and navigating local file systems with a 3-stage pipeline including reranking.

brianmeyer/recallforge

npu-vision-fallback

by byte-naut

Provides an MCP server for local low-power screen vision, enabling AI agents to perform OCR and UI detection on inaccessible screens (games, remote desktops) using NPU acceleration and system OCR.

Byte-Naut/npu-vision-fallback

sharepoint-mcp

by ravikant1918

A production-grade Model Context Protocol (MCP) server for Microsoft SharePoint that connects AI agents to read files, manage folders, and reason over organizational knowledge.

ravikant1918/sharepoint-mcp

memory-mcp

by selamy-labs

Enables reading, writing, and searching a local markdown-based memory store using MCP tools, with safety checks and index consistency.

selamy-labs/memory-mcp

claude-teams

by cs50victor

MCP server that enables multi-agent collaboration with task lists, inter-agent messaging, and tmux-based spawning, making Claude Code's agent teams protocol available to any MCP client.

cs50victor/claude-code-teams-mcp

omega-obsidian

by singularityjason

Persistent semantic memory server for Obsidian vaults, enabling AI agents to search, read, write, and explore notes with semantic understanding and incremental indexing.

singularityjason/omega-obsidian

mcp-data-profiler

by ridadata

MCP server that profiles local data files (CSV, Parquet, JSON, Excel) and returns compact structured summaries with data-quality flags, enabling AI agents to understand datasets without seeing raw rows.

Ridadata/mcp-data-profiler

agent-eval

by rudrendupaul

MCP server exposing statistical regression testing for LLM agents as a "run" tool: p-value, effect size, and confidence interval on whether agent behavior actually changed.

RudrenduPaul/agent-eval

mcp-github

by bryarpatch36

Read-only GitHub MCP server that lets assistants search and read repositories, issues, pull requests, commits, and file contents, scoped to the user's personal access token.

bryarpatch36/mcp-github

CSL-Core

by chimera-protocol

Deterministic AI safety policy engine with Z3 formal verification. Write, verify, simulate, and enforce machine-verifiable safety constraints for AI agents. Completely outside the LLM.

Chimera-Protocol/csl-core

Claude Code Orchestrator MCP

by chu459

Enables Codex to orchestrate multi-agent coding by routing tasks to local Claude Code workers via CCSwitch, managing cost and model selection for planning, execution, and review.

chu459/claude-code-orchestrator-skill

OceanBase Oracle MCP Server

by ewanjasper

Enables AI assistants to directly connect to OceanBase databases (Oracle mode) for querying, schema browsing, PL/SQL export, and execution plan analysis through MCP.

EwanJasper/OceanBaseMcp

Swemo MCP

by aerugo

An MCP server that provides tools for querying Swedish monetary-policy data from Sveriges Riksbank, including GDP, unemployment, CPI, and policy rates, enabling LLMs and clients to fetch economic indicators and forecasts.

aerugo/swemo-mcp

AWS SES MCP Server

by nimblebraininc

Sends emails using AWS Simple Email Service (SES) with support for HTML/plain text, CC, and BCC from any MCP client.

NimbleBrainInc/mcp-aws-ses