The MCP Trust Index.

bug_report_tool

by adnan-commits

MCP server that converts informal issue descriptions into structured, developer-ready bug reports using Groq, with automatic classification into bug, feature request, question, or unclear. Enables agents to generate bug reports directly without the web form.

Adnan-commits/bug_report_tool

x402 Data Hub

by alexchai-dev

An official Model Context Protocol (MCP) server that provides AI agents with native, real-time access to high-value developer datasets. Currently supports SaaS/AI pricing comparisons, trending developer discussions (V2EX), and real-time Base/Arbitrum gas rates. Free Open Beta is active.

alexchai-dev/cloudflare-data-hub

figmind

by guhcostan

MCP server that connects AI clients to Figma, enabling real-time reading, creation, and modification of designs using natural language.

guhcostan/figmind

deepseek-harness-mcp

by seann0824

Enables Codex to start the local DeepSeek Harness Web UI, delegate coding tasks into visible sessions, and review workspace changes.

Seann0824/deepseek-harness-for-codex

vim-mcp

by iggredible

Enables Claude Code to connect to and control Vim instances, allowing natural language commands for editing, macros, help searches, and more.

iggredible/vim-mcp

Bluesky MCP Server

by kud

Enables search, reading, and posting to Bluesky from any MCP client; features 11 tools (5 read, 6 write) with gated writes requiring explicit confirmation to prevent accidental publishing.

kud/mcp-bsky

alibabacloud-dms-mcp-server

by aliyun

AI-Preferred Unified Data Access Gateway, Supporting Secure Access to 30+ Data Sources (Alibaba Cloud Full Suite / Mainstream Databases / Data Warehouses

aliyun/alibabacloud-dms-mcp-server

mcp-gateway-scan

by willianpinho

Static scanner for MCP/agent-gateway readiness anti-patterns, providing a 7-dimension R/Y/G score by scanning code and config for common failure modes.

willianpinho/mcp-gateway-scan

catalogue-api

by ibraheemmawwal

Provides a read-only API over a book catalogue, offering tools to search books, retrieve book details and series, and inspect provenance and source agreement data.

ibraheemmawwal/catalogue-api

Moxie Docs MCP

by jackalope-dev

Indexes GitHub repositories and provides living documentation context to coding agents, enabling them to ground work in actual repository conventions and propose doc updates.

Jackalope-Dev/Moxie-Docs-MCP

plausible-mcp-server

by friendlygeorge

MCP server for Plausible Analytics, enabling querying of traffic, conversions, sources, and device breakdowns from any MCP-compatible AI assistant.

friendlygeorge/plausible-mcp-server

watch-materials-mcp

by p-pouget

MCP server for materials science monitoring, searching ArXiv preprints and OpenAlex articles with sovereign intelligence filtering by country.

p-pouget/watch-materials-mcp

ohmytoken

by langgpt

Provides real-time token pricing for AI models, model comparison, cost calculation, and token usage tracking for agents and developers.

LangGPT/ohmytoken

excel-mcp-server

by bach-ai-tools

BACH-AI-Tools/excel-mcp-server

Tripletex MCP Server

by adriantr

Enables AI assistants to interact with the Tripletex accounting API to manage time tracking, projects, and timesheet approvals through natural language. It also supports searching and managing outgoing invoices and processing supplier invoice approvals.

adriantr/tripletex-mcp

order-ops-mcp

by justuzair

Enables operations teams to diagnose and resolve stuck orders via natural-language queries. It provides evidence-based resolution proposals, but any state-changing action requires explicit human confirmation.

JustUzair/diligence-ai-order-ops-mcp

mcp-figshare

by pipeworx-io

Enables searching Figshare research articles, datasets, papers, and posters through the MCP protocol.

pipeworx-io/mcp-figshare

youtube-complete-mcp

by sigvardt

MCP server exposing YouTube Data, Analytics, and Reporting APIs as agent-callable tools with multi-brand-account authentication, quota tracking, and a safety policy that excludes destructive operations like video deletion.

sigvardt/youtube-mcp

aerostack-registry

by aerostackdev

Search and discover 100+ hosted MCP servers on Cloudflare's edge with semantic search. Browse tools, get full parameter schemas,and execute functions — one URL, no auth needed for discovery. Includes Slack, Stripe, GitHub, AWS, Discord, Salesforce, and 90+ more.

aerostackdev/aerostack-mcp

aircall-mcp

by growth-box

A read-only MCP server for the Aircall REST API, enabling browsing calls, transcripts, contacts, and more while keeping data local.

growth-box/aircall-mcp

modforge

by champmk

Provides deterministic, audit-chain-backed Minecraft symbol migration and version-truth queries over MCP for AI assistants, enabling grounded rename resolution and API diffs without hallucination.

champmk/modforge

pollux-mcp

by wsyjq

MCP server for local-first project memory, enabling AI agents to log, search, and retrieve structured project history, summaries, and per-file dossiers with client-specific configuration and diagnostics.

Wsyjq/pollux

specgate

by nv-minh

specgate is an MCP server that verifies UI design fidelity by comparing a live DOM against Figma specs, reporting specific CSS property deltas so agents know exactly what to fix. It also freezes measurement results into lock files for fast offline regression detection.

nv-minh/UI-perfect

nijivoice-mcp

by ryoooo

ryoooo/nijivoice-mcp

MCP Healthcare Server

by saadriaz99

An MCP server for clinical workflows with tools for patient lookup, appointment booking, prescriptions, drug interactions, symptom triage, lab results, insurance eligibility, and telehealth, enforcing role-based access control and audit logging.

SaadRiaz99/mcp-medical-tools

PawzoChat

by iwyxdxl

一个功能强大的 AI 对话平台，可通过Openclaw通道接入微信与 QQ 双平台，让 AI 角色真正「走入」你的社交网络。

iwyxdxl/PawzoChat

JonDash-mcp

by jontiadcock

Enables AI assistants to read and manage a self-hosted JonDash dashboard through an authenticated API, with tools for status checks and planned service/user management.

jontiadcock/JonDash-mcp

agentkeychain

by linsipeng

Provides a zero-knowledge credential vault for AI agents, allowing secure storage, retrieval, and management of secrets with cross-agent delegation and tamper-evident audit.

linsipeng/agentkeychain

OmniData MCP

by mostafaai10

A unified Model Context Protocol server for data engineering and analytics that lets LLM clients query, profile, transform, and visualize data using DuckDB and PySpark, while keeping raw data out of the model's context through read-only, bounded, and audited operations.

MostafaAI10/OmniData-MCP

aseprite_mcp

by bauneaustin

Enables AI sprite generation and semantic tools for Aseprite, allowing LLMs to create pixel art, add animations, and manage projects with visual feedback.

bauneAustin/aseprite_mcp

Ultimate Excel MCP Server

by akuntumbabanget-sketch

Enables AI agents to read, write, format, and execute VBA macros in Microsoft Excel in real-time through the Model Context Protocol, connecting directly to an open Excel window via COM integration.

akuntumbabanget-sketch/mcpexcel

mcp-google-merchant-center

by gioenjoy

Enables reading products, checking approval statuses, and analyzing feeds across multiple Google Merchant Center accounts via natural language.

gioenjoy/mcp-google-merchant-center

Bambu Project QA MCP

by gauravsoodtech

MCP server for pre-print QA of Bambu Studio projects, providing tools to inspect models and 3MF files, validate risky settings, create support variants, and open files in Bambu Studio.

gauravsoodtech/bambu-project-qa-mcp

Capacities MCP Bridge (Unofficial)

by natkitten

Enables interaction with the Capacities.io note-taking API via MCP, supporting operations like searching content, saving weblinks, and appending to daily notes.

natkitten/capacities-mcp-bridge-unofficial

jq MCP Server

by pedrourday

Enables AI models to execute jq expressions against JSON files and return the results as text.

PedroUrday/jq-mcp-server

archicad-mcp

by boti-ormandi

MCP server for Archicad automation, enabling AI assistants to run Python scripts against running Archicad instances via the Tapir JSON API for complex workflows.

Boti-Ormandi/archicad-mcp

nozomi-koborinai/contextlint

by nozomi-koborinai

MCP server for contextlint

nozomi-koborinai/contextlint

MigrationPilot

by mickelsamuel

Blocks unsafe PostgreSQL migrations before an AI agent writes or runs them. check_before_apply returns a pass/fail gate; reads the real Postgres parser, classifies the lock each statement takes, checks 112 safety rules. Runs offline, no database required.

mickelsamuel/migrationpilot

whatsapp-mcp-server

by spirit122

The most complete MCP Server for WhatsApp Business Cloud API. 43 tools across 10 modules including messaging, templates, media, webhooks, analytics, AI auto-reply, and anti-spam protection.

spirit122/whatsapp-mcp-server

gemini-mcp

by chrischall

Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) via the Gemini API

chrischall/gemini-mcp