The MCP Trust Index.

netbox-mcp-server

by netboxlabs

Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs

netboxlabs/netbox-mcp-server

Arm MCP Server

by arm

Provides AI assistants with tools for Arm architecture development, migration, and optimization, including knowledge base search, code migration analysis, container inspection, assembly performance analysis, and workload performance testing.

arm/mcp

portainer-mcp

by portainer

Official Portainer MCP server

portainer/portainer-mcp

mcp-for-stata

by sepinetam

A MCP server for Stata to integrate Stata into your agent.

SepineTam/mcp-for-stata

p4mcp-server

by perforce

[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.

perforce/p4mcp-server

mcp-youtube-transcript

by jkawamoto

MCP server retrieving transcripts of YouTube videos

jkawamoto/mcp-youtube-transcript

fal-mcp-server

by luminarylane

MCP server for Fal.ai - Generate images, videos, music and audio with Claude

luminarylane/fal-mcp-server

Oxylabs MCP

by oxylabs

Fetch and process content from specified URLs using the Oxylabs Web Scraper API.

oxylabs/oxylabs-mcp

unsplash-mcp-server

by hellokaton

🔎 A MCP server for Unsplash image search.

hellokaton/unsplash-mcp-server

ReVa

by cyberkaida

A Ghidra MCP server that enables AI language models to interact with Ghidra for reverse engineering tasks, providing small, context-efficient tools to reduce hallucination and handle large binaries.

cyberkaida/reverse-engineering-assistant

Legal MCP

by ayunis-core

Enables AI assistants to search and analyze German legal texts using vector embeddings and semantic search.

ayunis-core/ayunis-legal-mcp

mcp-server-excel

by sbroenne

Automate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, PivotTables, charts, and 326 operations.

sbroenne/mcp-server-excel

mcp-context-protector

by trailofbits

A security wrapper for MCP servers that provides trust-on-first-use pinning, guardrail scanning, and protection against prompt injection attacks. It acts as an intermediary layer to ensure universal compatibility and secure enforcement of server configurations across various MCP host applications.

trailofbits/mcp-context-protector

repobrain

by study8677

🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

study8677/repobrain

tradememory-protocol

by mnemox-ai

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

mnemox-ai/tradememory-protocol

MCP-Salesforce

by smn2gnt

MCP Salesforce connector

smn2gnt/MCP-Salesforce

Onshape MCP Server

by hedless

Enables programmatic CAD modeling with Onshape's REST API, offering 45 tools for parametric sketches, feature management, assemblies, analysis, variables, and exports.

hedless/onshape-mcp

skillz

by intellectronica

An MCP server for loading skills (shim for non-claude clients).

intellectronica/skillz

pdf-mcp

by i-can-hack

An MCP server for reading, rendering, and searching PDF files, specifically optimized for LLMs to extract text, tables, and technical diagrams. It enables metadata retrieval, multi-format text extraction, and page-to-image rendering using PyMuPDF.

I-CAN-hack/pdf-mcp

marmot

by marmotdata

The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.

marmotdata/marmot

Any2Markdown MCP Server

by ww-ai-lab

Converts PDF, Word, and Excel documents to Markdown with image extraction and header/footer removal via MCP or REST API.

WW-AI-Lab/any2markdown

instagram_dm_mcp

by trypeggy

Instagram Direct messages MCP

trypeggy/instagram_dm_mcp

python-utcp

by universal-tool-calling-protocol

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

universal-tool-calling-protocol/python-utcp

Godot AI

by hi-godot

Connects MCP clients directly to a live Godot editor, enabling AI assistants to build scenes, edit nodes, and control the editor through over 120 operations.

hi-godot/godot-ai

SkillPort

by gotalab

A management toolkit for AI agent skills that provides an MCP server for search-first skill discovery and on-demand loading. It enables users to validate, organize, and serve standardized skills to MCP-compatible clients like Cursor and GitHub Copilot.

gotalab/skillport

Purple AI MCP Server

by sentinel-one

Enables MCP clients to interact with SentinelOne's cybersecurity platform for security analysis, threat investigation, and asset management through natural language queries. Provides read-only access to alerts, vulnerabilities, misconfigurations, and inventory data.

Sentinel-One/purple-mcp

ddgs

by deedy5

A metasearch library that aggregates results from diverse web search services

deedy5/ddgs

fhir-mcp-server

by the-momentum

FHIR MCP Server for handling medical data standard.

the-momentum/fhir-mcp-server

ClaudeR

by imnmv

Connect RStudio to Claude Code, Codex, Gemini, and other LLM agents via MCP. Multi-agent orchestration, automated manuscript auditing, and zero-config setup with uvx

IMNMV/ClaudeR

defeatbeta-api

by defeat-beta

Defeatbeta API is an open-source alternative to Yahoo Finance's market data APIs, designed to provide reliable and high-performance financial data.

defeat-beta/defeatbeta-api

template-mcp-server

by redhat-data-and-ai

Production-ready Python template for building MCP servers with FastMCP, FastAPI, OAuth, and OpenShift deployment.

redhat-data-and-ai/template-mcp-server

hummingbot-mcp

by hummingbot

An MCP server that enables Claude and Gemini CLI to interact with Hummingbot for automated cryptocurrency trading across multiple exchanges.

hummingbot/mcp

XHS-Downloader

by joeanamier

小红书（XiaoHongShu、RedNote）链接提取/作品采集工具

JoeanAmier/XHS-Downloader

gds-agent

by neo4j-contrib

Neo4j Graph Data Scientist Agent (MCP Server & Skills)

neo4j-contrib/gds-agent

fastapi_mcp

by tadata-org

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

tadata-org/fastapi_mcp

netdata

by netdata

The fastest path to AI-powered full stack observability, even for lean teams.

netdata/netdata

google-ads-mcp

by googleads

MCP server that provides tools and resources for interacting with Google Ads API, enabling search, metadata retrieval, and account management through natural language.

googleads/google-ads-mcp

paper-search-mcp

by openags

MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

openags/paper-search-mcp

paperbanana

by llmsresearch

Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.

llmsresearch/paperbanana

Linux MCP Server

by rhel-lightspeed

An MCP server for read-only Linux system administration and diagnostics on RHEL-based systems via SSH. It enables users to troubleshoot remote hosts by accessing system information, services, logs, and network configurations through natural language.

rhel-lightspeed/linux-mcp-server

scrapegraph-mcp

by scrapegraphai

ScapeGraph MCP Server

ScrapeGraphAI/scrapegraph-mcp

autoMate

by yuruotong1

A personal AI assistant server that provides MCP tools for notes, files, reminders, memory, shell, browser, and 30+ SaaS integrations, enabling AI clients to access and manage your data across sessions.

yuruotong1/autoMate

Wazuh MCP Server

by socfortress

A production-ready Model Context Protocol (MCP) server for seamless integration between Wazuh SIEM and Large Language Models (LLMs).

socfortress/wazuh-mcp-server

sparql-llm

by sib-swiss

🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilities when generating SPARQL queries

sib-swiss/sparql-llm

illustrator-mcp

by krvatsal

Enables AI agents to generate vector graphics in Adobe Illustrator using natural language prompts, by sending ExtendScript commands via a local MCP server.

krVatsal/illustrator-mcp