The MCP Trust Index.

Naver Search Ad MCP

by plataid

An MCP server for the Naver Search Ad API that enables querying campaigns, ad groups, keywords, stats, keyword research, and bid estimates through any MCP client.

PlatAid/naver-searchad-mcp

assessor-lookup-mcp

by chadru

Enables AI agents to look up county assessor public records for properties, check MLS discrepancies against public data, and discover new county assessor sources, all via a local MCP server for real-estate appraisal workflows.

chadru/assessor-lookup-public

YouTube MCP Server

by tharun-varshan-s

Enables LLMs to interact with YouTube videos by fetching transcripts, summarizing content, and answering questions based on video context.

Tharun-Varshan-S/youtube-mcp

Taproom

by batteryshark

Discovers and manages portable agent capabilities (skills and MCP servers) from configurable collections, providing search, inspection, and local installation via CLI and MCP tools.

batteryshark/taproom

MarketMind MCP

by mfarhan0304

Enables financial research by providing stock quotes, historical prices, RSI indicators, and AI-generated analyst reports through the Model Context Protocol.

mfarhan0304/MCP-MarketMind

swag-mcp

by jmagar

MCP server for managing SWAG reverse-proxy configurations, including config generation, backups, logs, and health checks. Enables managing nginx subdomain configs for SWAG through a unified action router.

jmagar/swag-mcp

agro-market-agent

by caioribeiro25

MCP server providing agricultural market intelligence tools (price, margin, trend, report generation) that can be used by any MCP client to answer multi-step queries about commodity markets.

caioribeiro25/agro-market-agent

mcp-linux-tools

by gerard-kanters

Enables AI assistants to perform controlled Linux system administration tasks like reading logs, managing services, cron jobs, WordPress, and executing sandboxed Python code, with strict security constraints.

gerard-kanters/mcp-linux-tools

scientific-papers-mcp

by tofunori

Enables semantic search across scientific papers in your Zotero library with hybrid search, incremental indexing, and cross-encoder reranking.

tofunori/scientific-papers-mcp

pdf-automation

by feynman520

A local MCP server that drives PDFium and pypdf to perform comprehensive PDF operations including inspection, assembly, page editing, watermarking, rendering, extraction, form filling, encryption, compression, attachments, bookmarks, and metadata management.

Feynman520/d01-p05-pdf-engine-mcp

supabase-mcp-server

by niell007

Niell007/supabase-mcp-server

MemoryStar

by ussdeveloper

A local semantic memory MCP server for AI coding agents that provides persistent, searchable project knowledge including architecture notes, file symbols, git history, progress tracking, and a knowledge graph, all stored locally.

ussdeveloper/memory-star

WordPress

by alissonjcdev

Manages WordPress sites through a companion PHP plugin, supporting content creation, Elementor page building, themes, plugins, media, and direct database operations.

alissonjcdev/mcp-wordpress

cv-tailor-mcp

by aaronugalde

Enables users to tailor a one-page LaTeX CV to a job posting by fetching relevant facts from a YAML file, rendering a LaTeX document from id-based selections, and compiling it to PDF, without wasting tokens on repetitive CV reads or compiler logs.

AaronUgalde/cv-tailor-mcp

Patent Big Data MCP Server

by handaas

Enables comprehensive patent information queries and analytics including fuzzy company search, patent search by various criteria (name, application number, applicant), and statistical analysis of patent portfolios including status distribution, application trends, and patent type classification.

handaas/patent-mcp-server

Omada Identity MCP Server

by omadaidentity

Connects MCP clients like Claude Desktop and GitHub Copilot to Omada Identity Governance, enabling identity, resource, and access request queries through OData and GraphQL APIs with automatic OAuth authentication.

OmadaIdentity/omada-mcp-server

Sprout & Stem

by nickfabiano

A customer-service MCP server for a fictional plant nursery that handles order management with layered guardrails, including refund caps and human escalation.

nickfabiano/sprout-stem-agent

sn-mcp

by hunterphillips

Provides AI assistants with read access to ServiceNow instances to aid in building and debugging applications. It enables users to query tables, retrieve specific records, and inspect table schemas using standard ServiceNow encoded query strings.

hunterphillips/sn-mcp

MCP API Catalog Recommender

by bandham-manikanta

Enables semantic search over an OpenAPI catalog to find and recommend API endpoints based on natural language queries.

bandham-manikanta/mcp-catalog-agent

Mail.tm MCP Server

by opastorello

Enables AI assistants to manage temporary email addresses via the mail.tm API, including creating disposable inboxes, reading messages, and managing accounts.

opastorello/mailtm-mcp-server

Withings MCP Server

by npab19

An MCP server that connects Claude to Withings health data using OAuth 2.0. Provides 11 read-only tools to access body measurements, activity, sleep, heart rate, and device information from Withings devices.

Npab19/withings-mcp

shared-memory

by fazerluga-creator

A portable, self-hosted semantic memory layer for LLM agents, enabling them to search and add memories by meaning over the Model Context Protocol.

fazerluga-creator/shared-memory

ConsumerSim MCP Proxy

by runriotcomeon

Exposes forecast lookup tools for consumer spending predictions across regions and time periods.

RunRiotComeOn/ConsumerSim-MCP

sema

by emergent-wisdom

Content-addressed vocabulary protocol: 452 cognitive patterns with cryptographic identity. Agents sharing a handle (e.g. StateLock#5602) provably share meaning — mismatched vocabularies halt rather than silently drift.

emergent-wisdom/sema

InterAgentMail

by cerberusgamelabs

Enables durable message passing between Codex project agents with MCP tools and automatic wake-up delivery, storing messages as JSON on disk.

cerberusgamelabs/cgl-interagentmail

Animagine MCP

by gabrielalmir

A FastMCP server for the Animagine XL 4.0 image generation experience that provides tools for prompt validation, optimization, and explanation. It also enables the management of local checkpoints and LoRAs to streamline diffusion workflows and ensure consistent prompt structure.

gabrielalmir/mcp-animaginexl

touch-grass-mcp

by ag-dynamics-gh

Preference-aware events discovery MCP server that aggregates events, restaurants, and cultural activities across multiple sources and re-ranks them against your personal taste profile to surface things you'd actually want to do.

AG-Dynamics-GH/touch-grass-mcp

skill-search

by sowhan

Semantic, on-demand skill retrieval for Claude Code that saves tokens and improves skill discovery by replacing the native skill listing with vector embedding search.

sowhan/skill-search

claw-ea

by fshaan

A Python MCP server that enables doctors to forward work messages (surgery schedules, meeting notices, files) to an AI assistant for automatic archiving, calendar events, reminders, and Obsidian notes, focused on Chinese medical workflows on macOS.

fshaan/claw-ea

ocm-mcp

by redhat-community-ai-tools

MCP server for Red Hat OpenShift Cluster Manager

redhat-community-ai-tools/ocm-mcp

ctroy-code-analysis

by chelseatroy

An MCP server that provides six code review tools for use with Claude Code or any MCP client. Each tool reads a file from disk, pairs its contents with a structured review prompt, and returns the bundle for the LLM to evaluate.

chelseatroy/ctroy-code-analysis

mt5-mcp

by vincentwongso

An MCP server that lets an AI agent read your MetaTrader 5 account and place trades over the Model Context Protocol, with a configurable human approval gate.

vincentwongso/mt5-trading-mcp

Fortran Companion MCP Server

by enkieng

Enables AI models to write, format, compile, lint, and structure modern Fortran code using best practices and industry design patterns.

enkiEng/fortran-mcp

alibabacloud-hologres-mcp-server

by aliyun

aliyun/alibabacloud-hologres-mcp-server

Markitdown MCP Server

by rector-labs

Converts documents (PDF, DOCX, images, etc.) to Markdown using Microsoft's Markitdown library, with no local setup required. Integrates with AI agents via MCP for seamless document conversion.

RECTOR-LABS/markitdown-mcp-server

MCP Slack Python

by minji337

An MCP server that enables interaction with Slack workspaces through tools for managing channels, sending messages, and retrieving user profiles. It leverages the Slack API and FastMCP to provide functionalities like message history lookup and reaction management.

minji337/mcp-slack-python

OpenProject MCP Server

by akbted

An MCP server that enables AI assistants to interact with OpenProject, listing projects and work packages and managing resources through natural language.

akbted/Project-Nexus

MCP Emulator Controller

by teemo4621

Enables control of Android emulators (MumuEmulator or ADB-connected devices) through natural language, supporting app management, screen interactions (tap/swipe), screenshots, and device information retrieval.

Teemo4621/MCP-Emulator-Controller

graphify

by ibrohim-bxone

Persistent memory MCP server for Claude Code that stores decisions and summaries locally, enabling Claude to recall past context across chats.

Ibrohim-Bxone/graphify-mcp

capus

by danielbirk04

Persona-driven LLM agent testing for macOS and web apps through a local MCP daemon, enabling autonomous GUI testing with human-like behavior.

DanielBirk04/capusqa

re-report-write

by heretek-re

MCP server for writing Markdown report fragments to files with path safety and SHA-256 verification.

Heretek-RE/re-report-write

ws-mcp

by nexus-mcp-infra

MCP server that exposes WebSocket session management as tools, allowing AI agents to open persistent connections, send typed frames, drain buffered messages, and monitor per-frame Shannon entropy to detect schema divergence.

nexus-mcp-infra/npm-package-ws-has-241560546-weekly-downloads-but-sdk

Taranis MCP Server

by taranis-ai

Read-oriented MCP server for Taranis AI, exposing the list_stories tool over stdio or Streamable HTTP for desktop AI assistants and developer tools.

taranis-ai/taranis-mcp-server

Question Bank MCP Server

by woodstocksoftware

An MCP server for managing K-12 assessment question banks with IRT metadata, enabling creation, organization, and search of test questions with Bloom's taxonomy classification, difficulty calibration, and topic tagging through natural language with Claude.

woodstocksoftware/question-bank-mcp

QA MCP Server

by dwonng

An AI-powered QA automation server that integrates Jira, GitHub, Jenkins, AWS, and Webex into a unified interface for QA engineers.

DwonnG/qa-mcp-server

mcp-doc-analyzer

by wzx11223344

An MCP server for document analysis that provides 21 tools for reading, text analysis, summarization, and data statistics, enabling AI clients to process and understand documents efficiently.

wzx11223344/mcp-doc-analyzer

opennews-mcp

by beare

Crypto news aggregation MCP server with AI ratings, trading signals, and real-time updates. Enables searching, filtering, and subscribing to news from various sources.

beare/opennews-mcp