The MCP Trust Index.

mcp-perplexity

by fastmcp-me

Provides a Python-based interface to the Perplexity API for querying responses, maintaining chat history, and managing conversations. It enables models to ask questions, continue conversations, and list chats through Perplexity AI.

fastmcp-me/mcp-perplexity

MCP Server

by plusplusoneplusplus

AI-powered command execution and tool plugin framework with secure Python evaluation, knowledge management, and web dashboards.

plusplusoneplusplus/mcp

verimcp

by rudranaresh0201

A transparent MCP proxy that independently re-verifies tool-call claims instead of trusting them, paired with devmcp — the git/CI server it's proven against.

rudranaresh0201/mcp

patent-intelligence-mcp-server

by aiagentkarl

Provides AI agents with access to US patent data through 16 tools for search, citation analysis, technology trends, and portfolio comparisons via the free USPTO PatentsView API.

AiAgentKarl/patent-intelligence-mcp-server

spotify-mcp

by chienchuanw

Enables Claude to control Spotify playback, search tracks/albums/artists/playlists, and manage the queue via the Spotify API.

chienchuanw/spotify-mcp

mcp-netsuite-practice

by awnt9

MCP server that exposes read-only NetSuite tools for querying warehouse stock levels and order status, using mock data locally and a pluggable client interface.

awnt9/mcp-netsuite-practice

mcp-postgres

by duwenji

duwenji/mcp-postgres

Strato Scopus MCP

by stratosphereips

Connects Scopus to AI assistants for literature discovery. Provides tools for finding papers, experts, citation networks, and analyzing research trends.

stratosphereips/strato-mcp-scopus

Clearfront MCP Server

by scottmartinanderson

Enables AI-driven open-source intelligence investigations by exposing 30 tools for scanning emails, usernames, domains, IPs, and more, with real subprocess execution.

scottmartinanderson/clearfront

vmware-vks

by zw008

AI-powered VMware vSphere with Tanzu (VKS) management. Create and manage Supervisor Namespaces and TanzuKubernetesClusters with 20 MCP tools.

zw008/VMware-VKS

Python Code Guardian MCP Server

by priyanshi9692

Enables automated Python code quality checks including linting, complexity analysis, typo detection, structure validation, duplicate detection, and test coverage, with integration into Cursor IDE and CLI.

priyanshi9692/py-sage-mcp

frisian-mcp

by frisian-mcp

An MCP gateway that automatically turns Django REST Framework ViewSets into callable MCP tools with zero boilerplate, featuring a token-efficient dispatcher pattern to minimize context usage.

Frisian-MCP/frisian-mcp

pywa-mcp-server

by ianaleck

MCP server for the WhatsApp Cloud API via pywa. Auto-discovers ~100 tools — send messages, manage templates, flows, QR codes, media, and business profile.

ianaleck/pywa-mcp-server

cdash-mcp

by cbyrohl

Enables natural language interaction with Kitware CDash for browsing dashboards, triaging CI failures, inspecting build errors and test details, and analyzing coverage.

cbyrohl/cdash-mcp

Percival Ubuntu

by bill-kopp-ai-dev

Percival Ubuntu is a security-focused MCP server for safe Ubuntu operations, optimized for the Nanobot agent. It enables file management and command execution under strict security policies.

bill-kopp-ai-dev/percival-ubuntu-mcp

fuzzmind-frida-mcp

by fuzzmind

A Frida MCP server for authorized dynamic analysis and application security research, exposing device/session management, script injection, process and memory inspection, and platform-specific workflows.

fuzzmind/frida-mcp

ntp-mcp-server

by n3r0-b1n4ry

Enables retrieval of accurate current time from NTP servers with timezone conversion and structured output, falling back to local time if NTP is unavailable.

n3r0-b1n4ry/ntp-mcp-server

biblical-linguistics-mcp

by mpduarte

Provides Hebrew & Greek word study, full morphological parsing, cross-references, LXX alignment, and more from open-licensed data sources, usable by any MCP-compatible client.

mpduarte/biblical-linguistics-mcp

Organizer MCP Server

by le7-3609

Enables Claude to intelligently organize files by scanning folders, detecting duplicates, suggesting meaningful names, and moving files into logical folders.

le7-3609/organizer-mcp-server

excel-mcp-server

by tangentdomain

Enables game designers to manipulate Excel files using natural language or SQL, supporting cross-sheet operations, batch modifications, and game configuration management.

TangentDomain/excel-mcp-server

biothings-mcp

by longevity-genie

MCP (Model Context Protocol) server for biothings

longevity-genie/biothings-mcp

xugu-mcp

by leokupo

A Model Context Protocol server for XuguDB with full DDL/DML support, multi-LLM provider integration, and natural language to SQL capabilities.

LeoKuPo/xugu-mcp

Broker

by abhishekvoid

Enables AI agents to securely perform privileged actions like creating GitHub issues by minting short-lived, single-purpose tokens on demand, with policy enforcement and audit logging.

Abhishekvoid/broker-mcp

agent-messaging

by rumblingb

Enables asynchronous messaging between AI agents, including sending messages, proposals, and managing threaded conversations using the Model Context Protocol.

Rumblingb/agent-messaging-mcp

legal-mcp-server

by bsahane

A production-ready template for developing Model Context Protocol (MCP) servers using Python and FastMCP.

bsahane/legal-mcp-server

host-terminal-mcp

by ankitaa186

Terminal App for Claude co-work

ankitaa186/host-terminal-mcp

Online Judge MCP Server

by wangicheng

Provides tools for AI agents to interact with the Orange Juice Online Judge API by managing problems and code submissions. Users can list problems, retrieve detailed descriptions, submit source code, and track submission status through natural language.

wangicheng/oj-mcp-server

SmartAPI MCP Server

by biothings

Enables integration between MCP-compatible clients and APIs registered in the SmartAPI registry, allowing seamless discovery and interaction with bioinformatics and life sciences APIs through standardized MCP protocols.

biothings/smartapi-mcp

MCP YouTube Downloader

by lucassnts963

MCP server for downloading videos and audio from YouTube and hundreds of other sites using yt-dlp.

lucassnts963/mcp-youtube-downloader

PCB Parts MCP Server

by averyy

Enables searching and filtering over 1.5 million electronic components across JLCPCB, Mouser, and DigiKey using parametric queries and smart parsing. It supports finding alternative parts, accessing pinout data, and downloading KiCad footprints directly through AI coding assistants.

Averyy/pcbparts-mcp

AutoDL MCP Server

by ygh11231

Manages AutoDL GPU cloud instances, including lifecycle management, SSH operations, file transfer, and GPU monitoring.

ygh11231/autodl-mcp-server

New Relic MCP Server

by adm-alvin-decruz

A comprehensive Model Context Protocol (MCP) server for New Relic monitoring, observability, and management operations.

adm-alvin-decruz/mcp-newrelic

vps-mcp

by armeeru

Manage your VPS through MCP

ARMeeru/vps-mcp

Telephony MCP Server

by vonage-community

Enables LLMs to make voice calls and send SMS messages through the Vonage API, allowing AI assistants to perform real-world telephony operations with support for speech recognition and multi-language conversations.

Vonage-Community/telephony-mcp-server

CV Resume Builder MCP

by eyaab

Automatically generates and updates CVs/resumes by aggregating data from git commits, Jira tickets, Credly certifications, and existing PDF resumes, with LaTeX formatting support.

eyaab/cv-resume-builder-mcp

Weather MCP Server

by ling-ling-null

Provides real-time weather data for 12 Chinese cities and global locations via wttr.in API, integrated with the HelloAgents framework.

ling-ling-null/weather-mcp-server

mcp-server-naver-search

by uju777

Search Naver (Korea's #1 search engine) for shopping prices, real-time news, and blogs. Perfect for Korean local information.

uju777/mcp-server-naver-search

Lumu MCP Server

by lumutech

An MCP server that integrates Claude Desktop with the Lumu Defender API for AI-powered security incident analysis and management.

lumutech/lumu-mcp

neo4j-server-remote

by dsimile

Enables interaction with Neo4j graph databases through Cypher queries, supporting both read and write operations, schema exploration, and remote database connections via SSE or STDIO transport protocols.

dsimile/mcp-neo4j-server-sse

Scrooge

by de-cri

Provides AI coding agents with pre-edit situational awareness by combining structural call graphs and co-change history to prevent incomplete edits. It surfaces files that historically change together, reducing missed coupled modules.

De-Cri/Scrooge

3d-eyes

by murphy977

Enables coding agents to visually inspect and diagnose 3D files (meshes and Gaussian splats) for defects like flipped normals or floaters, without GPU dependencies.

murphy977/3d-eyes

mcp-server-auth-template

by brunovicco

A reusable template for building MCP servers that act as OAuth 2.1 resource servers, verifying bearer tokens against Microsoft Entra ID or any standards-compliant OIDC authorization server.

brunovicco/mcp-server-auth-template

ontology-mcp-self-healing

by cloudbadal007

Self-healing MCP server that monitors database schema changes, detects differences, and automatically updates ontology mappings using AI to ensure agents continue working without manual intervention.

cloudbadal007/ontology-mcp-self-healing

arpe-io/fastbcp-mcp

by arpe-io

A Model Context Protocol (MCP) server that exposes FastBCP functionality for exporting data from databases to files (CSV, TSV, JSON, BSON, Parquet, XLSX, Binary) with optional cloud storage targets.

arpe-io/fastbcp-mcp

Agora

by coppereagle

A plugin-based MCP coordination server for AI agents, providing chat channels, agent registry, and event bus with ACID guarantees and zero infrastructure.

CopperEagle/agora

AgenticMCP

by mattma87

A Model Context Protocol (MCP) server that provides secure, role-based access to PostgreSQL databases for AI agents.

mattma87/AgenticMCP

chameleon

by xiabai2008

MCP server for agent-friendly web scraping with adaptive anti-bot bypass, dynamic rendering, and structured data extraction via 12 tools.

xiabai2008/chameleon