The MCP Trust Index.

Data Discovery Tool

by sofiapurtova

Enables AI agents to index and search across SQLite databases and CSV files to discover table schemas and column metadata. It provides a unified MCP API for data source management and structural exploration through natural language.

SofiaPurtova/data-discovery-tool

Playwright MCP Quickstart

by jyoti-c

Enables AI agents to control a local browser via Playwright's accessibility tree, allowing automated web interactions and testing through natural language commands.

jyoti-c/playwright-mcp-quickstart

Travel Itinerary Backend System with MCP

by aryanranderiya

FastAPI-based travel itinerary system with MCP integration for AI-powered discovery, filtering, and creation of travel plans via natural language.

aryanranderiya/itinerary-mcp-server

danmaku-slides

by iwamot

Enables to present PDF slides with live bullet comments from audience, and to fetch comments from a Google Sheets form.

iwamot/danmaku-slides

SimpleCodeMCP

by egoetmann

Indexes internal code libraries and exposes them via MCP for AI agents to provide context-aware assistance on company-internal libraries.

egoetmann/SimpleCodeMCP

MCPTap

by pcode-pl

MCPTap is a lightweight LLM proxy for AI agents that intercepts traffic (currently OpenRouter/Requesty) and controls MCP tool calls / protects files from AI agent.

PCODE-pl/MCPTap

trade-mcp

by prasad48432

An MCP server that lets a language model place real equity orders on a live Groww brokerage account.

Prasad48432/groww-mcp-trade

mcp-app-server

by erzhiqianyi

Turn your existing app into an OAuth 2.1-protected MCP server

erzhiqianyi/mcp-app-server

LinkedIn Buddy

by sigvardt

MCP server for LinkedIn automation that enables AI agents to perform LinkedIn actions (search, inbox, feed, jobs, etc.) safely with human-like evasion and two-phase commit preview.

sigvardt/linkedin-buddy

mcp-xubio

by ignacio-llabot

Enables querying Xubio accounting data (clients, invoices, products, balances) through natural language by exposing 52 read-only API endpoints as MCP tools.

Ignacio-Llabot/mcp-xubio

qtm4j-mcp-server

by denis-platonov

MCP server for QTM4J (QMetry Test Management for Jira) Open API, enabling test case and cycle management via natural language.

denis-platonov/qtm4j-mcp-server

exomem

by artexis10

Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Office docs, images, audio — from any MCP client. Hybrid retrieval over a typed, governed corpus, sub-second at 50k notes; your files stay plain markdown.

Artexis10/exomem

ckanext-mcp

by unckan

An MCP server to answer questions about data

unckan/ckanext-mcp

mcp-auth0-oidc

by mohamedelamraoui1

A remote MCP server secured with Auth0 OAuth 2.1, deployed on Cloudflare Workers, enabling AI clients to call tools on a JWT-protected todo API.

mohamedelamraoui1/secure-mcp-cloudflare-auth0

strategy-lab

by ksamsoe

A quant research lab a desktop agent can drive over MCP: point-in-time backtesting with the caveat attached to every number

KSamsoe/strategy-lab

janusly

by johnny4young

Janusly — AI operator for business workflows. Design, run, recover and operate workflows from one Go executable: React control plane, PostgreSQL as the durable queue, MCP client + server, OpenTelemetry built in.

johnny4young/janusly

openworker-zh-localized

by zhanglunet

OpenWorker 中文本地化版：中文 GUI/Tauri 桌面客户端、macOS DMG 下载、中文介绍站与源码架构分析。

zhanglunet/openworker-zh-localized

Zendesk MCP Server

by fitcloud

Enables AI agents to interact with Zendesk ticket data for customer support analysis and insights. It supports searching tickets by tags or keywords, retrieving ticket details, and analyzing agent performance and service trends.

fitcloud/zendesk-mcp

wetter-mcp-server

by schimmilab

MCP server for weather forecasts via Open-Meteo (no API key needed), providing current weather, hourly, and daily forecasts with geocoding support.

Schimmilab/wetter-mcp-server

shelfmark

by lucassantana-dev

Enables coding agents to query local notes, decisions, docs, and code with hybrid retrieval (BM25 + embeddings + reranking) and get path:line citations. It provides tools like rag_query for full-corpus search and search_knowledge for project-scoped knowledge recall.

LucasSantana-Dev/shelfmark

medula

by posva

🧬 control your app from inside it

posva/medula

godot-mcp

by emojiiii

A safe, standards-compliant Model Context Protocol server for the Godot Engine editor. It lets an AI client read a Godot project, author scenes/nodes/scripts, run the game and read diagnostics.

emojiiii/godot-mcp

ssc

by shoppingresult

MCP server for scraping product prices, offers, reviews, and details from Amazon, Google Shopping, Bol.com, and Coolblue via natural language commands, with spend-cap protections.

ShoppingResult/shoppingscraper-cli

mcp-wiki-server

by fabiandistler

MCP server exposing a markdown wiki as per-topic tools

fabiandistler/mcp-wiki-server

losant-mcp-server

by losant

Losant MCP Server is a Model Context Protocol (MCP) server that provides AI assistants with secure access to the Losant IoT Platform

Losant/losant-mcp-server

webnav

by lucyfuur94

webnav is an MCP server that gives web-browsing AI agents a reusable, deterministic site map, so they stop re-exploring sites every run. It enables page-to-page navigation with zero LLM overhead, pausing only at genuine decision points.

lucyfuur94/webnav-core

BurpMCP

by swgee

Burp Suite Extension with MCP Server to enhance manual application security testing

swgee/BurpMCP

Slackbot MCP

by adamkleingit

A Slackbot LLM agent that allows connecting to an LLM and MCP servers

adamkleingit/slackagent

urizo-final-mcp-server

by urizo-final-org

AX Module Studio single MCP tool runtime

urizo-final-org/urizo-final-mcp-server

browser-bridge

by weaming

Enables AI to control a real browser through MCP tools for clicking, typing, navigation, screenshots, and more. It supports a follow mode that tracks the active tab, plus fixed mode for controlling specific tabs.

weaming/mcp-browser-bridge-extension

bigquery-mcp

by aicayzer

MCP server for secure BigQuery access across multiple Google Cloud projects, enabling querying, schema exploration, and data analysis with SQL validation and read-only controls.

aicayzer/bigquery-mcp

MCP Server with Cloudflare Workers

by sivakumarl

MCP Server with Cloudflare Workers

sivakumarl/my-mcp-worker

Airtable MCP Server

by davidminc

Enables Claude to interact with Airtable through a secure OAuth 2.1 flow, supporting operations like listing bases, tables, records, and creating records.

DavidMINC/airtable-mcp

rancher-mcp

by jasonrve

A standalone MCP server that exposes Rancher-side tools, forwards Authorization headers or uses configured credentials, and supports HTTP and stdio transports.

Jasonrve/rancher-mcp

lawclaw

by zhanglaoweicn

面向中国执业律师的桌面 AI 智能体（Tauri + Vue 3 + Python/Hermes）：案件台账·文书校对·法条引用验证·期限与日程·值守提醒

zhanglaoweicn/lawclaw

BananaBanana MCP Server

by bananabanana-pro-mcp

Generates images, videos, and speech via Google Nano Banana, Veo, Omni, and Gemini TTS models with pay-as-you-go crypto payments, no subscription required.

bananabanana-pro-mcp/bananabanana-mcp

Cisco ISE

by automateyournetwork

Provides a bridge between Cisco Identity Services Engine (ISE) REST APIs and network administrators, enabling dynamic discovery and retrieval of security configurations without direct API interaction.

automateyournetwork/ise_mcp

django-admin-fastmcp

by edelvalle

Exposes the Django admin as an MCP server, letting authorized staff interact with admin models via natural language while delegating all permissions to the existing ModelAdmin.

edelvalle/django-admin-fastmcp

holoviz-viz-mcp

by ghostiee-11

An MCP server that enables AI assistants to create interactive visualizations, perform statistical analysis, run auto-EDA, and build dashboards using the HoloViz ecosystem with self-contained HTML output.

ghostiee-11/holoviz-viz-mcp

SwatGPT

by swat-sccs

swat-sccs/SwatGPT

atlas

by rebuildingamerica

Atlas is a source-linked civic discovery platform for finding people, organizations, and initiatives working on public problems throughout the country.

RebuildingAmerica/atlas

Graft

by schrepa

Enables building agent-ready APIs that expose tools as both HTTP and MCP endpoints from a single server definition, with automatic OpenAPI, discovery docs, and interactive API reference.

schrepa/graft

notmuchproxy

by igor47

Enables LLMs to search and read email from a notmuch archive, providing tools for searching threads, retrieving messages, and listing tags through an MCP endpoint.

igor47/notmuchproxy

browxai

by kalebteccom

A browser, built for agents. MCP-native, model-agnostic browser control over Chromium, Firefox, WebKit, Android Chrome, and Safari — a curated, token-efficient tool surface that is safe by default.

kalebteccom/browxai

woow_n8n_mcp_server

by woowtech

A production-ready admin bundle for the n8n-mcp server, featuring a web GUI, token-authenticated reverse proxy, and tool management to let AI assistants interact with n8n workflows.

WOOWTECH/woow_n8n_mcp_server

Whatsapp Number Validator3 MCP Server

by bach-ai-tools

Validates whether phone numbers are registered on WhatsApp, supporting single and bulk (up to 10) number checks.

BACH-AI-Tools/whatsapp_number_validator3

state-machine

by tetracoralla

Enables validating, simulating, and analyzing finite state machines via MCP tools for step execution, path finding, and schema inspection.

tetracoralla/state-machine