The MCP Trust Index.

Rbedoyag/Elasticsearch-MCP-SERVER

by rbedoyag

An MCP server that enables interaction with Elasticsearch and OpenSearch clusters for searching documents and managing indices. It provides tools for cluster health monitoring, index configuration, and general API requests.

Rbedoyag/Elasticsearch-MCP-SERVER

Meridian

by knambiardjsc

Local-first AI compliance scanner via Model Context Protocol, scanning codebases for violations of DPDPA 2023, RBI FREE-AI, SEBI AI/ML, and the EU AI Act.

KNambiarDJsc/Meridian

rednote-analyzer-mcp

by shellydeng08

MCP server enabling AI assistants to search, analyze, and generate content for Xiaohongshu (RedNote), China's leading lifestyle social media platform.

ShellyDeng08/rednote-analyzer-mcp

mcp-clipboard

by cmeans

MCP server that reads and writes the system clipboard — tables, text, code, JSON, URLs, images, and more. Preserves spreadsheet structure (rows/columns) that is lost when pasting into Claude directly.

cmeans/mcp-clipboard

firegex-mcp

by umbra2728

MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling like Claude Desktop or Claude Code.

umbra2728/firegex-mcp

Cookidoo MCP Server

by danielkliem

Lets Claude read recipes from your Cookidoo account and create TM7-optimized custom recipes with guided-cooking annotations, quality scoring, and automatic rollback on upload failure.

danielkliem/mcp-cookidoo

dolphindb-mcp-server

by tradercjz

A Model Context Protocol (MCP) server for interacting with DolphinDB databases, enabling SQL script execution, database listing, and table inspection.

tradercjz/dolphindb-mcp-server

biascope

by cognis-digital

MCP server for scanning AI systems and code for demographic, occupational, and geographic biases. Enables CI integration and AI agent-driven bias detection.

cognis-digital/biascope

Fusion Agent Harness MCP Server

by smartai

Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agents and clients like Claude to create and manipulate parametric CAD models in Autodesk Fusion or a simulator.

SmartAI/fusion-agent-harness

IndieStack

by pattyboi101

Discovery layer between AI coding agents and 3,100+ developer tools. Search, compare, and get integration code for auth, payments, analytics, email, databases, and 25 other categories — so agents recommend existing tools instead of generating boilerplate.

Pattyboi101/indiestack

Coinmarket

by anjor

Access real-time cryptocurrency data from CoinMarketCap.

anjor/coinmarket-mcp-server

penr-oz MCP Server

by derinworks

A FastMCP-based server that provides secure sandboxed filesystem operations, API integration tools, and curated reasoning prompts for analysis and productivity tasks.

derinworks/penr-oz-mcp-server

farshid-mcp-imageProcessing

by pirahansiah

A comprehensive OpenCV image-processing MCP server offering ~40 tools for webcam capture, image I/O, transforms, color manipulation, filtering, edge detection, object detection, and more.

pirahansiah/farshid-mcp-imageProcessing

db-connect-mcp

by yugui923

A read-only MCP server for exploratory data analysis across PostgreSQL, MySQL, and ClickHouse databases, providing safe, read-only access with comprehensive analysis capabilities.

yugui923/db-connect-mcp

grepsense

by alaiba

Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB embeddings) for AI coding agents through MCP tools, enabling fast regex and meaning-based code lookup.

alaiba/grepsense

Airtable MCP Server

by jiayuuwang

Enables interaction with Airtable bases and tables, allowing schema inspection and record CRUD operations using DAuth authentication.

JiayuuWang/airtable-mcp

Searchless-ngx

by hensing

An Agentic RAG MCP Server that transforms Paperless-ngx into a conversational document assistant, enabling LLMs to search, filter, and summarize documents using natural language.

hensing/searchless-ngx

ideahub_mcp

by cobrachickenai

An MCP server for capturing and recalling ideas, designed for both agents and humans. It provides tools for durable ideas, checkpoints, search, and deduplication.

CobraChickenAI/ideahub_mcp

MCPGuard

by piyushptiwari1

A security gateway that enforces policies, tracks data taints, and sandboxes tool calls between AI agents and MCP servers. It provides a secure chokepoint to prevent prompt injection and ensure OWASP ASI compliance through audit logging and deterministic execution.

piyushptiwari1/mcpkernel

Google Workspace MCP VE

by huntsdesk

Most Google Workspace MCPs let you read. This one lets you write — 28 authoring tools on top of taylorwilsdon/google_workspace_mcp, including markdown-to-Docs, smart chips, and recursive Drive copy.

HuntsDesk/ve-gws

Atlassian Attachments

by alyiox

Download Jira and Confluence Cloud attachments by attachment ID via the Atlassian API.

alyiox/mcp-atlassian-attachments

Linkd

by automcp-app

Integrates with Linkd API to extract LinkedIn user and company profiles, search contacts, retrieve email addresses, and perform deep research workflows for sales prospecting and recruitment.

automcp-app/linkd-mcp

MEOK CRA Annex Iv Classifier MCP

by csoai-org

MEOK CRA Annex Iv Classifier - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/meok-cra-annex-iv-classifier-mcp

postman-mcp

by sourav4670

MCP server providing 41 tools to manage Postman collections, environments, mocks, API specs, and workspaces via Streamable HTTP, SSE, or stdio.

Sourav4670/postman-mcp

Todo MCP

by peterfabakker

A persistent todo list server that enables AI assistants to manage tasks across different platforms using the Model Context Protocol. It provides tools for creating, listing, updating, and deleting todos with support for priorities, tags, and due dates.

peterfabakker/todo-mcp

Gemini Bridge

by fojlerabbirabib

A lightweight MCP server that enables AI coding assistants to interact with Google's Gemini AI through the official CLI.

FojleRabbiRabib/gemini-bridge

wafer-map-mcp

by alantseng1018

Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and statistical plots, enabling AI assistants to visualize and analyze wafer test data.

AlanTseng1018/LLM-Agent-Yield-Analysis-Tools

PAL MCP

by ramarivera

A Model Context Protocol server that connects multiple AI models into a single workflow, enabling multi-model orchestration, conversation continuity, and tools like code review, planning, and CLI-to-CLI bridging.

ramarivera/pal-mcp-server

Jules MCP Server

by codeagentbridge

An MCP server that exposes Google Jules Agent operations, enabling MCP-compatible clients to list sources, manage sessions, and inspect activities via the jules-agent-sdk.

CodeAgentBridge/jules-mcp-server

Knowledge Graph MCP Server

by zcsabbagh

An MCP server for tracking student learning via a knowledge graph, with spaced repetition scheduling and intelligent queries to identify gaps, misconceptions, and optimal next steps.

zcsabbagh/knowledge-graph-mcp

Docmost MCP Server

by aleksvin8888

Provides AI assistants with direct access to self-hosted Docmost documentation through tools for listing spaces, searching content, and retrieving pages in Markdown format. It facilitates seamless documentation lookup and content retrieval within MCP-compatible clients.

aleksvin8888/local-docmost-mcp

lore-mcp

by davidgut1982

Persistent knowledge layer for AI agents. Structured KB with search, investigation threads, multi-session journal, and multi-agent attribution. SQLite or PostgreSQL.

davidgut1982/lore-mcp

Plesk

by flayedone

Manage your Plesk hosting server using AI assistants.

FlayedOne/plesk-mcp

name-variants

by securityronin

Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic, Vietnamese, and more. Resolves whether two name spellings refer to the same person — Chan/Chen/陳/陈, Hsu/Xu, Chou/Zhou — across Pinyin, Wade-Giles, Cantonese, Hokkien, and other romanization systems.

SecurityRonin/name-variants

iRacing MCP Server

by ellettie

Enables AI assistants to access real-time iRacing telemetry, race information, camera control, pit operations, and replay features through the MCP protocol.

ellettie/iracing-mcp-server

mdfmcp

by shanko-26

MCP server for analyzing ASAM MDF measurement data files, enabling AI assistants to access and analyze automotive and industrial measurement data.

Shanko-26/mdfmcp

agentic-detection-lookups

by detection-forge

Machine-readable detection lookups for SIEM enrichment and AI agents. Query 800+ LOLBAS and GTFOBins binaries plus process parent-child baselines — get risk levels, abuse categories, and MITRE ATT\&CK mappings without embedding data in prompts.

detection-forge/agentic-detection-lookups

engramia

by engramia

The memory operations platform for production AI agents — eval-weighted recall, multi-evaluator consensus, GDPR Art. 17/20 governance, multi-tenant RBAC, and audit logging built in.

engramia/engramia

Terminator

by iris-networks

A lightweight Model Context Protocol (MCP) server written in Go that enables secure terminal command execution on macOS and Linux. Supports persistent shell sessions, configurable timeouts, and both HTTP (StreamableHTTP) and STDIO transports. Designed for AI integrations and automation use cases with flexible session management and platform-aware execution.

iris-networks/terminal_mcp

khglynn/spotify-bulk-actions-mcp

by khglynn

An MCP server for bulk Spotify operations enabling batch playlist creation, library exports, and large-scale library management with confidence scoring and human-in-the-loop for uncertain matches.

khglynn/spotify-bulk-actions-mcp

files-vector-mcp-server

by 928871247

一个基于FastMCP协议的文件向量化服务，支持自动目录监控、多格式文件处理和高效向量搜索，帮助构建个人或团队知识库。

928871247/files-vector-mcp-server

Gmail MCP

by annyzhou

A read-only MCP server that enables users to interact with the Gmail API to search messages, retrieve threads, and download attachments. It supports standard Gmail query operators and requires OAuth authentication for secure read-only access to mailbox data.

annyzhou/gmail-mcp

NotebookLM MCP Server

by morfeu333

Enables interaction with Google's NotebookLM via the Model Context Protocol to manage notebooks, sources, and research tasks. Users can create, query, and summarize content, as well as generate artifacts like audio overviews and slide decks using natural language.

Morfeu333/notebooklm-mcp

pgx-mcp

by julius-schmidt

Enables real-time pharmacogenomics analysis, including variant clinical significance, drug-gene interactions, and dosing guidelines, by connecting to ClinVar, PharmGKB, gnomAD, and other databases.

Julius-Schmidt/mcp-pharmacogenomics

Outris-Identity

by outris-dev-user

Identity resolution MCP server for phone/email lookups across 31+ services. Provide detailed Identity info, Breach Info, Global + India coverage.

outris-dev-user/outris-identity-mcp

Quantum Hardware MCP Server

by lokesh-2025

An MCP server that provides real-time IBM Quantum device data including queue depths, error rates, and coherence times, enabling AI assistants to query and compare quantum hardware.

Lokesh-2025/quantum-hardware-mcp

GitHub CLI MCP Server

by munch-group

An MCP server that wraps the GitHub CLI to provide comprehensive access to repository management, pull requests, issues, and workflows. It enables users to perform complex GitHub operations and interact with the GitHub API through a standardized interface.

munch-group/gh-mcp

ManualWorks MCP

by plainday

Enables keyword searching across ManualWorks documents by combining document and chapter APIs to provide content snippets and URLs. It allows users to search and retrieve documentation data through natural language when a native search API is unavailable.

plainday/manual-works-mcp

Document Crawler & Search

by alizdavoodi

Crawls websites to generate searchable Markdown documentation with vector embeddings for semantic search capabilities beyond training cutoffs

alizdavoodi/mcpdocsearch

winrm-mcp

by haoylle

MCP server for controlling a Windows guest VM over WinRM, enabling PowerShell/CMD execution, file transfer, reboot, and KDNET debug configuration, typically paired with kd-mcp.

haoylle/26_WinRM-MCP