The MCP Trust Index.

xls-mcp-servers

by lincyghb

MCP server for reading and writing .xls (Excel 97-2003) files, enabling data manipulation, sheet listing, and metadata retrieval.

Lincyghb/xls-mcp-server

Factory Intelligence MCP Server

by lvshrd

Provides KPI tools for factory intelligence, including productivity, quality, downtime metrics, and alarm analysis via TimescaleDB.

lvshrd/Factory-Intelligence-MCP-Server

WakaTime MCP Server

by dpshde

Provides access to WakaTime coding analytics data through MCP tools. Enables querying coding stats, activity summaries, project lists, and time tracking information from your WakaTime account.

dpshde/wakatime-mcp

BugForge MCP Server

by progabby

Enables transforming raw bug notes into structured defect reports (Summary, Steps, Expected vs Actual, Priority) via a prompt template.

proGabby/bugforge-mcp-server

Google Calendar MCP Server

by guinacio

Enables AI assistants to manage Google Calendar events, check availability, and handle scheduling tasks through natural language.

guinacio/mcp-google-calendar

excel-mcp

by urjeetpatel

Enables reading and writing Excel workbooks (.xlsx) through MCP. Supports listing sheets, tables, pivot tables, reading cell data, exporting to CSV/text/Markdown, and creating/modifying Excel files.

urjeetpatel/excel_mcp_server

faq-rag

by chowgi

Enables answering natural-language questions from FAQ documents using vector search and LLM generation via an MCP tool.

chowgi/glean-rag-mcp

Firecrawl MCP Toolkit

by joey-kot

A high-performance, asynchronous MCP server that provides comprehensive Google search and web content scraping capabilities through the Firecrawl API, designed for LLMs to retrieve external information efficiently.

Joey-Kot/firecrawl-toolkit

ADLS2 MCP Server

by mikeysrecipes

Enables interaction with Azure Data Lake Storage Gen2 through the Model Context Protocol, supporting file and directory operations such as upload, download, rename, and metadata management.

mikeysrecipes/adls-mcp-server

mcp-agent-review

by lzx1413

An MCP server that provides agentic code review powered by OpenAI-compatible models, designed for use with Claude Code.

lzx1413/mcp-agent-review

MCP Server with Local LLM

by 0xsaju

Integrates local language models (like Qwen3-8B) with MCP clients, providing tools for chat, code analysis, text generation, translation, and content summarization using your own hardware.

0xsaju/mcp-server

Interactive Brokers MCP Server

by kelvingao

Connects AI assistants to Interactive Brokers for intelligent portfolio management, options analysis, risk monitoring, and automated trading strategy suggestions. Enables real-time account tracking, Greeks calculations, option chain analysis, and playbook-based risk adjustments through natural language.

kelvingao/ibkr-mcp

Cloud VM MCP

by sondt2709

Manages and views virtual machines across multiple cloud providers (AWS, Azure, Alibaba Cloud). Enables AI assistants to list, inspect, and control VMs through a unified MCP interface.

sondt2709/cloud-vm-mcp-py

Switchboard Notion MCP

by cgallic

Provides tools to manage Notion job records via MCP, including finding customers by phone, creating job entries, scheduling follow-ups, and querying jobs.

cgallic/switchboard

QuantConnect PDF MCP Server

by lhstorm

An MCP server that enables intelligent search and retrieval of QuantConnect documentation by converting PDFs into searchable markdown. It provides tools for context-aware search with TF-IDF scoring and allows for listing and retrieving full document content.

lhstorm/mcp_server_quantconnect_docs

ShotAPI

by smallhandsome

Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, render HTML to images, and generate PDFs via simple API calls. Compatible with Claude, Cursor, and any MCP client.

smallhandsome/shotapi-mcp-server

jira-mcp

by soundhannes

MCP server for Jira Server/Data Center, enabling issue management, comments, attachments, JQL search, and more through natural language.

Soundhannes/JIRA-MCP

lcf-strain-life-mcp

by dfieser

Enables conversational low cycle fatigue analysis with standardized reduction, material constants fitting, and life predictions from strain-controlled test data.

dfieser/lcf-strain-life

Secureframe MCP Server

by secureframe

Provides AI assistants with read-only access to Secureframe's compliance data, enabling querying of security controls, tests, users, vendors, and more across frameworks like SOC 2 and ISO 27001.

secureframe/secureframe-mcp-server

Bulk Filesystem Operations MCP Server

by strawgate

MCP Server for reading many files at the same time

strawgate/filesystem-operations-mcp

Navisworks

by aitology

Connects to Autodesk Navisworks via a hybrid Python MCP server and C# addin, providing 40+ tools for clash detection, search sets, viewpoints, and color overrides.

aitology/navisworks_mcp

Analyse-CV

by isydoria

Enables automatic analysis and comparison of CVs against a job description, scoring candidates and generating professional reports.

Isydoria/mcp-workflow-analyse-cv

Etherscan MCP Python

by flock-io

Provides comprehensive access to Ethereum blockchain data through the Etherscan API, including account, block, contract, transaction, token, gas, statistics, logs, and RPC proxy tools.

FLock-io/etherscan-mcp-python

n8n Forum MCP

by acunningham-ship-it

Enables AI agents to search and read solved threads from the n8n community forum for vetted solutions.

acunningham-ship-it/n8n-forum-mcp

UNLOCK MLS RESO Reference MCP Server

by gumppergroup

Enables AI applications to search and analyze UNLOCK MLS real estate data through Bridge Interactive's RESO Web API, supporting natural language property searches, market analysis, and agent discovery.

GumpperGroup/unlock-reso-mcp-remote

agent-mcp

by dragosboca

An MCP facade server that aggregates multiple downstream MCP servers and exposes them as high-level tools, using autonomous agents to handle natural-language instructions and complex multi-step operations.

dragosboca/agent-mcp

ERPNext MCP Server

by sheikh-muhammad-mujtaba

A comprehensive MCP server for ERPNext providing generic, doctype-agnostic access to any ERPNext document type with robust permission controls, audit logging, and enterprise-grade security.

Sheikh-Muhammad-Mujtaba/ERP_Next-MCP

webvox-mcp

by howecheung

Enables voice robots to perform real-time web searches via the Xiaozhi platform and ZhipuAI API.

howecheung/webvox-mcp

MCP Memory System

by workerportfolio

Enables persistent storage and retrieval of decisions, settings, and operational rules across chat sessions, maintaining context continuity and decision consistency for long-term development projects through structured memory management.

workerportfolio/mcp-memory-system

ARIA

by anishachutha05

Autonomously researches any topic: searches web, scrapes sources, extracts insights, builds a knowledge graph, and synthesizes a structured research brief.

AnishAchutha05/ARIA---mcp-research-server

Vimango MCP Server

by slzatz

Enables Claude to create and organize markdown research notes directly in your local vimango SQLite databases, with support for contexts, folders, and automatic synchronization.

slzatz/vimango_mcp

tiktok-viral-factory

by vanszs

Enables automated generation and publishing of TikTok Shop Affiliate videos using 7 AI agents. Integrates research, script writing, video production, and publishing through the MCP protocol.

Vanszs/tiktok-viral-factory

Long-Term Memory

by ihwoomil

A persistent, self-organizing memory MCP server for AI assistants, using semantic search, knowledge graphs, and reinforcement learning to automatically manage and retrieve memories.

ihwooMil/long-term-memory

adobe-cja-mcp

by markhilton

MCP server for Adobe Customer Journey Analytics, enabling AI-powered analytics queries including reports, breakdowns, trends, and dimension searches through Claude and other MCP clients.

markhilton/adobe-cja-mcp

zabbix-mcp

by lordraw77

Exposes Zabbix monitoring capabilities as callable tools for AI agents and MCP-compatible clients.

lordraw77/zabbix-mcp

videoscan-mcp

by guguborbh

An MCP server for comprehensive video analysis — AI-powered transcription, visual frame analysis, and metadata extraction from 1000+ platforms.

guguborbh/videoscan-mcp

Claim Pilot MCP Server

by nucreaxion

MCP server for insurance claim pilot tools, providing policy search, claim lookup, and fraud score calculation.

nucreaxion/claim-pilot-mcp-server

mcp-postgres

by mgcrea

Enables AI agents to query and explore PostgreSQL databases with tools for executing SQL queries, listing tables, and describing table structures.

mgcrea/mcp-postgres

airbyte-oss-mcp

by ngrthomson

Read-only MCP server for self-hosted Airbyte OSS 1.6.x, enabling monitoring of connections, jobs, and health via public and internal APIs. Optionally supports triggering syncs and canceling jobs.

NGRThomson/airbyte-oss-mcp

mcp-run-isolated-python

by kigstn

Enables LLMs to execute Python code securely in a sandboxed environment. Supports configurable restrictions like no network access and returns results including files.

Kigstn/mcp-run-isolated-python

Lever MCP Server

by napiergit

Enables AI agents to manage Lever.co candidates and job requisitions, and send themed emails via Gmail API with OAuth 2.0.

napiergit/lever-mcp

git-mcp

by tutorcruncher

Connects Claude to GitHub via OAuth and proxies official GitHub MCP tools, allowing each end user to interact with GitHub as themselves.

tutorcruncher/git-mcp

🌐 Starknet MCP Server

by abdelstark

Starknet MCP server.

AbdelStark/starknet-mcp

altium-mcp

by coffeenmusic

Use Claude to control or ask questions about your Altium project.

coffeenmusic/altium-mcp

codex-code-review

by szpadel

Enables Codex CLI to perform code reviews on uncommitted changes via an MCP tool, keeping review context separate from the main session.

Szpadel/codex-mcp-code-review

Beaunifi

by hussainbiedouh

An MCP server that intelligently beautifies and minifies JavaScript and CSS files, with auto-detection of minified files and a smart workflow for editing and re-minifying.

hussainbiedouh/beaunifi

LegalTech MCP Server

by david-iabb

Legal automation & contract analysis for Belgian law firms.

David-IABB/legaltech-mcp

polymarket-mcp

by fzlzjerry

A read-only MCP server exposing Polymarket's public prediction-market data. Search markets, read live odds and order books, pull historical probability time-series, and inspect public wallet positions.

fzlzjerry/polymarket-mcp

Velociraptor MCP Server

by fornixii

Enables MCP clients to interact with a Velociraptor deployment for DFIR workflows, allowing VQL queries, client management, hunt creation, and artifact collection.

FornixII/VelociraptorDockerMCP

Catalog Services MCP Server

by kavingas

Enables interaction with Adobe Commerce Catalog Services to retrieve product variants, price overrides, category permissions, and environment details via MCP.

kavingas/catalog-services-mcp