The MCP Trust Index.

Google Ads MCP

by google-marketing-solutions

Enables LLMs to interact with Google Ads accounts via tools like list_accounts and search_stream, using a standardized Model Context Protocol integration.

google-marketing-solutions/google_ads_mcp_server

Bitbucket MCP Server

by dmtr

Enables interaction with Bitbucket repositories through the Model Context Protocol, supporting code search, repository management, branch creation, pull requests, and more.

dmtr/bitbucket_mcp

Personal Finance AI MCP

by csoai-org

Personal Finance AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/personal-finance-ai-mcp

Trivia By Api Ninjas MCP Server

by bach-ai-tools

An MCP server that enables users to retrieve trivia questions and answers across various categories through the API-Ninjas Trivia API. It supports customizable result limits and filtering by categories like science, history, and entertainment.

BACH-AI-Tools/bachai-trivia-by-api-ninjas

notebooklm-mcp

by gracelee087

An unofficial MCP server for Google NotebookLM that enables users to manage notebooks, add sources, ask questions with citations, and generate audio podcasts via a Playwright-based automation layer.

gracelee087/notebooklm-mcp-lisa

mcp-agent

by haohao-end

A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools, real-time weather data fetching, and an advanced RAG (Retrieval-Augmented Generation) system.

Haohao-end/mcp-agent

ProxyBase MCP

by proxybasehq

Give AI Agents Residential SOCKS5 Passports to Bypass Bot Defenses.

proxybasehq/proxybase-mcp

MCP Lab

by lpferreira33

This repository contains a modular setup for experimenting with MCP in Python. It includes both a server and a client, as well as reusable tool modules.

LPFerreira33/mcp-lab

mcp-bauplan

by marcoeg

A minimalist MCP server for interacting with Bauplan data tables and executing SQL queries against Iceberg tables stored in S3. It enables users to list tables, retrieve schemas, and run SELECT queries using standard MCP transports.

marcoeg/mcp-bauplan

pyramid-mcp

by cartaorobbin

Exposes Pyramid web application endpoints as Model Context Protocol (MCP) tools, enabling AI assistants to interact with Pyramid apps via natural language.

cartaorobbin/pyramid-mcp

Neo4j YASS MCP

by hdjebar

Production-ready MCP server for Neo4j graph databases, enabling natural language to Cypher query translation with enterprise security and async performance.

hdjebar/neo4j-yass-mcp

Wind MCP

by qmqsun

Provides AI assistants with direct access to Wind Financial Terminal data, including market data, fundamentals, screening, macro economics, and portfolio management through 23 tools and a resource.

QmQsun/Wind-MCP

vsphere-mcp

by fukui-yuto

MCP server for VMware vSphere/vCenter operations, enabling natural language control of VMs, hosts, and infrastructure.

fukui-yuto/vsphere-mcp

tm-mcp

by trafficmorph-gif

Enables AI assistants to interact with TrafficMorph for load-testing and CI-failure triage, including run management, profile lifecycle, and domain verification through natural language.

trafficmorph-gif/tm-mcp

ignition-mcp-server

by nodeblue-ai

The first AI-powered development tool for Ignition SCADA — an MCP server that lets any AI agent read, understand, and interact with your Ignition projects and gateways.

Nodeblue-AI/ignition-mcp-server

SOMA

by giskard09

Agent marketplace with human concierge. Submit service requests in natural language, get quoted in sats, pay via Lightning Network. 3 MCP tools: submit_request, check_status, list_services.

giskard09/soma

hospital-vuln-scanner-mcp

by 12211725-star

A real security scanning MCP server for medical information systems, supporting port scanning, vulnerability detection, medical system identification, and compliance report generation.

12211725-star/hospital-vuln-scanner-mcp

SyntaAI SAP Security MCP Server

by syntaai

Enables AI assistants to perform real-time SAP security audits and risk assessments by analyzing user roles, system parameters, and segregation of duties via RFC integration. It provides 17 specialized tools for monitoring security compliance and generating comprehensive audit reports directly from SAP systems.

SYNTAAI/sap-security-mcp

Meta Ads MCP Server

by mikdeangelis

Enables comprehensive management of Facebook and Instagram advertising campaigns via the Meta Marketing API, supporting campaign creation, targeting optimization, and budget management. It provides tools for detailed performance reporting and creative analysis, including insights into spend, ROI, and audience breakdowns.

mikdeangelis/mcp-meta-ads

knot

by raultov

Knot is a semantic and structural codebase indexer designed for AI coding agents and developers navigating large projects. It combines vector search and graph traversal to find code by meaning, analyze impact via reverse dependencies, and explore file architectures.

raultov/knot

Exasol MCP Server with Governed SQL option

by exasol-labs

Provides LLM access to Exasol database via MCP tools, including metadata reading and data queries, with an optional on-premise text-to-SQL (Governed SQL) translation.

exasol-labs/exasol-labs-text2sql-mcp-server

Ableton Live

by chaudepark

Provides real-time control and automation of Ableton Live through a dual-component architecture consisting of a Python Remote Script and external server that communicate via socket connections, enabling session management, MIDI clip operations, and browser integration for loading instruments and effects.

chaudepark/ableton-mcp

Suno-MCP

by merozemory

Enables music generation through Suno AI, providing tools for account authentication, prompt-based track creation, and automatic downloading of audio files. It facilitates seamless AI music production workflows within Claude Desktop via Playwright-driven browser automation.

MeroZemory/suno-multi-mcp

terminal-mcp

by koushikmaji31

An agent-capable MCP server with terminal access, filesystem control, and persistent memory. It includes sandboxing, access control, activity logging, and a file-backed memory store for context across conversations.

koushikmaji31/terminal-mcp-agent

vocab-mcp

by code-byte404

A vocabulary-bank MCP server that allows users to collect unfamiliar words, organize them into decks, review with spaced repetition, and enrich with definitions and pronunciation, all stored locally.

Code-byte404/vocab-mcp

BRVM MCP Server

by dilane-kamga

Enables AI agents to access live market data from the BRVM stock exchange, supporting queries on stock prices, indices, market summaries, and company information via the Model Context Protocol.

Dilane-Kamga/brvm-mcp-server

llamator-mcp-server

by romiconez

Enables automated LLM red teaming by submitting asynchronous test runs, retrieving aggregated metrics, and accessing artifacts.

RomiconEZ/llamator-mcp-server

imap-mcp-server

by vivier

Bridges an MCP-capable agent to an IMAP4 mailbox, enabling folder exploration, message search, retrieval, keyword management, PGP/MIME decryption, and draft creation.

vivier/imap-mcp-server

gdb_mcp

by airfloats

An MCP server that enables AI assistants to control GDB debugging sessions, including breakpoint management, thread analysis, and variable inspection, using the GDB/MI protocol.

airfloats/gdb_mcp

mcp-async-repl

by jnotsknab

Async Python REPL + Shell execution for MCP. Provides persistent state, background jobs, interactive input() bridging, and crash isolation in a single server.

jnotsknab/mcp-async-repl

forsale-mcp

by isaamthalhath07

Exposes Kuwait's 4Sale marketplace to LLM agents through 62 tools for searching listings, evaluating prices, detecting scams, and more, enabling live-data-driven answers.

isaamthalhath07/4sale-mcp

MeSH MCP

by msuicaut

Connects Claude to the U.S. National Library of Medicine MeSH APIs to search and retrieve medical authority data, descriptors, and qualifiers. It enables library and metadata staff to perform subject analysis and confirm terminology within an AI-assisted cataloging workflow.

msuicaut/mesh-mcp

FastMCP Novel Processing Tool

by imohuan

An MCP server for intelligent novel processing that enables precise token-based text segmentation and management of bulk rewriting tasks. It integrates with the Cursor editor to facilitate automated content transformation workflows and prompt management.

imohuan/novel-segmentation-mcp

KiCAD Schematic Manipulation MCP Server

by richard-luc

Enables AI tools to create, edit, and inspect KiCAD schematic files, including components, wires, labels, and sheets.

richard-luc/KiCAD-Schematic-Manipulation

monarch-mcp

by vargahis

Comprehensive Monarch Money integration with read and write support for accounts, transactions, budgets, cashflow, credit history, and more. Secure browser-based auth with tokens stored in the OS keychain. Installs in one click via .mcpb for Claude Desktop.

vargahis/monarch-mcp

ReaMCP

by danielkinahan

An MCP server that enables users to control and edit REAPER projects through a Python-based interface and a Lua bridge. It supports managing tracks, controlling transport, manipulating MIDI and audio items, and adjusting FX parameters within the digital audio workstation.

danielkinahan/ReaMCP

Mcp Rest Sample

by beaverhouse

Python sample code for MCP server + REST API (FastAPI) integration

BeaverHouse/mcp-rest-sample

File Organizer AI MCP

by csoai-org

File Organizer AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/file-organizer-ai-mcp

SharkMCP

by spokeswomandodgecity658

Analyze network captures with natural language by connecting sharkd to LLMs via an MCP server.

Spokeswomandodgecity658/SharkMCP

local-code-mcp

by js190-prog

Safe local MCP server for Windows to list, read, search, patch, backup, and verify code files in allowed folders, with Git integration and dry-run diffs.

JS190-prog/local-code-mcp

Microsoft Entra MCP Server

by arunksingh16

A FastMCP server that provides AI assistants with access to Microsoft Entra (Azure AD) directory services. It enables LLMs to search for users, groups, and check memberships using the Microsoft Graph API.

arunksingh16/azure-entra-mcp

re-apktool

by heretek-re

MCP server for Android APK triage, providing tools to parse APK headers, list DEX classes, and decode AndroidManifest.xml using apktool or androguard backends.

Heretek-RE/re-apktool

frame-check-mcp

by clarethium

Enables structural framing analysis of documents, identifying perspectives, omissions, and reader positioning, with numerical claim verification against authoritative sources.

Clarethium/frame-check-mcp

Asana MCP Server

by jiayuuwang

A Type 4 OAuth MCP server for the Asana API, enabling AI assistants to manage workspaces, projects, tasks, comments, users, and teams.

JiayuuWang/asana-mcp

Barcode Hub

by yiivgeny

Enables barcode decoding from URLs, uploaded files, or raw bytes via HTTP and MCP, supporting formats like EAN13, QRCode, and DataMatrix.

Yiivgeny/barcode-hub

a2a-go

by theapemachine

a2a‑go is a reference Go implementation of the Agent‑to‑Agent (A2A) protocol by Google, including the proposed interoperability with the Model Context Protocol (MCP) from Anthropic.

TheApeMachine/a2a-go

coros-training-mcp

by dholliday3

Running-first MCP server for COROS that allows authoring, editing, and scheduling running workouts, plus accessing sleep, HRV, training load, and activity exports.

dholliday3/coros-training-mcp

Clinical Evidence

by alexandriashai

Aggregates clinical evidence from PubMed, ClinicalTrials.gov, and OpenFDA for biomedical literature search, trial queries, and drug information.

alexandriashai/mcp-clinical-evidence

Joblet MCP Server

by ehsaniara

Enables AI assistants to manage distributed computing jobs through the Joblet platform, supporting job orchestration, workflows, storage, networks, and monitoring.

ehsaniara/joblet-mcp-server

Json AI MCP

by csoai-org

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

CSOAI-ORG/json-ai-mcp