The MCP Trust Index.

IP Geolocation MCP Server

by briandconnelly

IP Geolocation Server for MCP

briandconnelly/mcp-server-ipinfo

PBIFORGE

by twilize5

PBIForge — Power BI .pbix generator MCP server generate .pbix files from dashboard image and prompts using a local hosted llm

twilize5/reportforge

Restaurant AI MCP Server

by csoai-org

Provides hospitality intelligence tools for restaurant optimization, including menu profitability analysis, food cost calculation, reservation management, review sentiment analysis, and allergen checking.

CSOAI-ORG/restaurant-ai-mcp

Xentral MCP HTTP Server

by matthiashuebner

Enables integration with Xentral ERP system through a Model Context Protocol server, providing 100+ tools for managing daily ERP workflows like customer searches, orders, and other business operations.

matthiashuebner/xentral-mcp

cinii-mcp

by ckgerteis

Enables querying Japan's national academic database, CiNii Research, for articles, books, dissertations, KAKEN projects, and researcher profiles via seven MCP tools.

ckgerteis/cinii-mcp

BridgeMCP

by arsie-codes

A Python framework for building MCP servers that makes it simple to expose application data and actions to AI clients like Claude Desktop, Cursor, and VS Code through the Model Context Protocol. It wraps protocol handling behind a clean, decorator-based API allowing focus on business logic.

Arsie-codes/bridgemcp

YFinance MCP Server

by barvhaim

Provides financial data from Yahoo Finance via MCP, enabling AI agents to access real-time stock info, historical prices, financial statements, and market analysis.

barvhaim/yfinance-mcp-server

Aristotle MCP Server

by septract

An MCP server that wraps Aristotle's automated theorem prover for Lean 4, allowing AI assistants to fill in proofs, verify lemmas, and formalize natural language into Lean code.

septract/lean-aristotle-mcp

camoufox-mcp

by rlgrpe

Enables browser automation with anti-detection features, including navigation, interaction, form filling, and session management.

rlgrpe/camoufox-mcp-python

moo-mcp

by ryanb96

MCP server for LambdaMOO administration. Connects to a MOO's admin port over TCP and exposes tools for eval, verb/property management, and inheritance chain walking.

ryanb96/moo-mcp

DocuSign MCP Server (patched)

by mingyangsun-sketch

Provides DocuSign eSignature operations via JWT Grant for headless AI agents, enabling envelope management, document signing, and template access through MCP tools.

mingyangsun-sketch/docusign-mcpserver

moderngl-docs-mcp

by nzxhuong

Enables hybrid keyword and semantic search over ModernGL documentation using FTS5 and vector embeddings, with a single search_docs tool.

nzxhuong/moderngl_docs_mcp

GCP Diagram MCP Server

by lesonky

Generates GCP architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python diagrams DSL via MCP.

lesonky/gcp-diagrams-mcp-server

MCP Demo SQLite Weather

by souviks22

Enables querying a local SQLite database and fetching live weather data through a single MCP server, allowing GPT-4o to perform cross-tool tasks like finding top customers and checking weather in their cities.

souviks22/mcp

MCP Image Recognition Server

by glasses666

Enables image analysis and recognition through multiple LLM vision models (Gemini, GPT-4o, Qwen-VL, Doubao) by accepting image URLs or Base64 data and returning text descriptions or answers to questions about the images.

glasses666/mcp-image-recognition-py

studio-state

by dkf2studios

A stateless MCP server for AI film and video production that tracks project state, shot status, and updates, enabling consistent characters and continuity across generative video tools.

dkf2studios/studio-state-public

PersonalizationMCP

by yangliangwei

Enables AI assistants to access and interact with personal data from platforms like Steam, YouTube, Bilibili, Spotify, and Reddit for personalized, context-aware interactions.

YangLiangwei/PersonalizationMCP

search-mcp

by deeprave

Enables web search capabilities using DuckDuckGo's free API without requiring authentication or API keys.

deeprave/mcp-websearch

biosamples-mcp

by rithvik318

Validates biological sample metadata against ENA checklists, recommends appropriate checklists, and retrieves checklist field definitions via MCP tools.

rithvik318/biosamples-mcp

easy-codex-mcp

by dazebug

Lets MCP-compatible AI assistants have read-only conversations with OpenAI Codex CLI for code analysis, review, and Q&A.

dazebug/easy-codex-mcp

edgar-mcp

by mcpwright

MCP server providing read-only access to SEC EDGAR filings, allowing LLMs to look up companies, search filings, and retrieve securities offering data.

mcpwright/edgar-mcp

LinkedIn Prospecting CSV Manager

by denis911

Manages LinkedIn prospecting CSV files with deduplication and search, reducing LLM token usage by offloading file operations.

denis911/antigravity-mcp-csv-add-deduplicate

chrome_mcp_server

by rohitkhatana

An MCP server for controlling and automating Google Chrome browser operations using Puppeteer. It provides tools for navigation, element interaction, screenshots, and browser management.

rohitkhatana/chrome_mcp_server

Drive-Time Plotter MCP

by 100shpaik

Analyzes traffic patterns throughout the day using Google Maps API and provides visual insights and recommendations for optimal commute times.

100shpaik/mcp-gmap-time

eNSP-MCP

by jmsgfc

MCP server for managing Huawei eNSP network simulation experiments, enabling topology management, Telnet device interaction, configuration deployment, and verification through natural language or API.

jmsgfc/ensp-mcp

verse-diagnostics-mcp

by berry-13

Parses UEFN Verse build diagnostics from UnrealEditorFortnite.log and exposes structured error data to MCP clients.

berry-13/verse-diagnostics-mcp

Arachne MCP Server

by samuelfmedeiros

MCP server providing tools for web scraping, browser automation, computer vision, audio transcription, and RAG via API.

Samuelfmedeiros/arachne-mcp

Mochow Vector Database

by baidu

Provides direct access to Mochow vector database capabilities for managing databases, tables, and performing vector similarity and full-text searches with filtering options.

baidu/mochow-mcp-server-python

mcp-mijia

by oujiafan

Enables AI assistants to control Xiaomi Mi Home smart devices through natural language, supporting device listing, property control, actions, and scenes.

oujiafan/mcp-mijia

DocFiller

by adriangonzaleziabd

Enables generating PDFs from DOCX/ODT templates using MCP with support for OpenAI or local Ollama models.

adriangonzalezIABD/mcp-server

TickTick MCP Server

by adityakhandelwal10

Enables AI assistants to manage TickTick tasks including listing, creating, updating, completing, and deleting tasks, as well as searching and filtering.

AdityaKhandelwal10/ticktick-mcp-server

Duck Punch MCP

by dandye

A collection of MCP servers that dynamically wrap existing Python SDKs (Google SecOps, SOAR, Google Cloud, Fitbit) to expose their functionality to LLMs.

dandye/duck_punch_mcp

mcp-s3-server

by engrzulqarnain

MCP server enabling AI models to list S3 buckets, objects, and download files securely.

ENGRZULQARNAIN/mcp_S3_server

Ollama MCP Domain Expert Delegation

by byrn-baker

An MCP server that lets AI agents delegate domain-specific tasks to local Ollama models, using purpose-built specialists for structured tasks like config generation, parsing, and validation.

byrn-baker/ollama-domain-experts-mcp

mcp-tw-pet

by simonliu-moltbot

Enables searching for adoptable animals in Taiwan's public shelters and listing shelters.

simonliu-moltbot/mcp-tw-pet

Trello MCP Server

by m0xai

A simple yet powerful MCP server for Trello.

m0xai/trello-mcp-server

Weather MCP Server

by gitpratiksingh

Provides current weather conditions, multi-day forecasts, and location search capabilities through integration with weather APIs, enabling natural language weather queries and comparisons.

gitPratikSingh/weather_mcp_server

mcp-simple

by nikolay-grudanov

A simple MCP server in Python, configurable via environment variables and database, designed for integration with Claude Desktop.

nikolay-grudanov/mcp-simple

backtester-mcp

by bcosm

Local-first backtesting engine with built-in overfitting detection (PBO, deflated Sharpe, bootstrap CI, walk-forward) and a native MCP server for AI agents to validate trading strategies.

bcosm/backtester-mcp

notion-local-ops-mcp

by catoncat

Enables Notion AI to interact with local files, execute shell commands, and delegate complex tasks to local AI agents. Provides file operations, command execution, and task delegation capabilities for local workspace management.

catoncat/notion-local-ops-mcp

Fast Diff MCP Server

by kweinmeister

A high-performance Model Context Protocol server that provides text diffing capabilities, enabling LLMs to compare two blocks of text and receive differences in unified diff format.

kweinmeister/fast-diff-mcp

MCPuppet

by andrewgevans95

MCPuppet is a workflow orchestrator that enforces policies, audits tool calls, and monitors workflow execution for AI applications using MCP servers.

AndrewGEvans95/mcp-workflow-orchestrator

pokemon-mcp

by suirenn0627

Provides accurate Pokemon data and Gen 9 damage calculation tools including stats, moves, type effectiveness, damage calculations, and accuracy checks for Pokemon battles.

suirenn0627/pokemon-mcp

Finance MCP Server

by harihara04sudhan

Enables financial management through MCP tools for account viewing, transaction analysis, budgeting, and analytics, deployable on Vercel.

Harihara04sudhan/finance-mcp

agent-mcp

by sutanzu

Enables collaborative software development through a team of specialized AI agents (Architect, Developer, Reviewer, Tester) communicating via the Model Context Protocol, with tools for file management, task tracking, and code review.

sutanzu/agent-mcp

mcp-api-server

by istanadodan

FastAPI-based MCP server integrating YOLOv8 object detection and embedding services, enabling AI agents to analyze images via the Model Context Protocol.

istanadodan/img_detect_mcp

zendesk-mcp

by chenzhaoxuan0

MCP server for Zendesk support workflows that enables ticket search, lookup, creation, commenting, status updates, and user listing through natural language. It uses OAuth authentication and supports both internal notes and public comments.

chenzhaoxuan0/zendesk-mcp

Telegram Gifts Analyst MCP Server

by gift-asset

Enables AI agents to fetch real-time market data, analyze user inventories, and track deep analytics for the Telegram Gifts market via the GiftAsset API.

GIFT-ASSET/giftasset_mcp

zulip-mcp

by adamhajari

Enables Claude to access and summarize recent activity in Zulip channels, with support for anonymization and local LLMs.

adamhajari/zulip-mcp

mcp-zap

by joaquim-salles

MCP server for sending and receiving WhatsApp messages through Evolution API, enabling management of instances, messages, and chats directly from Claude Code.

Joaquim-Salles/mcp-zap