The MCP Trust Index.

PlugLayer MCP Server

by pluglayer

Enables deploying and managing infrastructure via natural language, including project/domain management, compute nodes, image deployment, and CI/CD integration.

pluglayer/mcp

kinetifi-mcp

by tmalone1250

Cross-chain MCP server that coordinates operations between Casper and Mantle networks, enabling yield scanning, portfolio aggregation, and intent-based strategy generation.

Tmalone1250/kinetifi-mcp

mycrab-mcp

by isgudtek

An MCP server that enables AI agents to create instant public HTTPS URLs via Cloudflare Tunnels on mycrab.space. It provides tools for checking subdomain availability, setting up temporary tunnels, and managing permanent subdomains using Solana payments.

isgudtek/mycrab-mcp

Binance MCP Server

by jordy33

Enables automated cryptocurrency trading on Binance and provides integration for monitoring Base network operations. It allows users to execute trades, fetch market data, and calculate technical indicators like RSI and MACD through the Model Context Protocol.

jordy33/binance_mcp

gobox-mcp

by winter279

Enables AI agents and automation tools to interact with the Gobox e-commerce platform, providing tools for orders, products, inventory, warehouses, reports, shipments, and webhooks.

Winter279/gobox-mcp

Swiggy Deal Finder

by gowthamram2000

Finds the cheapest nearby option for a dish on your own Swiggy account, ranked by final post-coupon payable amount.

GowthamRam2000/McpConnector

demo-mcp-server

by zurejack

A modular Python MCP server providing tools for text echoing, system information, time queries, arithmetic, file reading, and more, designed for seamless integration with Cline and other MCP clients.

ZureJack/demo-mcp-server

mcp-server-panchangam

by socraticsurge

Telugu Panchangam for AI assistants: daily panchangam, muhurta windows, tarabalam, festivals, eclipses, gochara and planetary positions for any city, computed in three classical systems (Drik Ganita, Surya Siddhanta, Vakya). 17 tools; runs via uvx mcp-server-panchangam.

socraticsurge/telugu-calendar-utilities

Moodle Study MCP

by franciscodngferreira

Enables AI assistants to read your Moodle courses, list materials, quizzes, and search content to plan exam preparation through natural language.

franciscodngferreira/Moodle-MCP

Excel Explorer

by ash1998

Provides Excel file analysis through pandas-powered tools for loading spreadsheets, extracting schemas, sampling data, generating statistics, and assessing data quality to enable quick dataset exploration without manual navigation.

ash1998/excel-mcp

pc-control-mcp

by gugu9999gu

A safety-first MCP server enabling file inspection/editing, allowlisted command execution, process listing, and optional desktop automation. It emphasizes security with disabled writes/commands/GUI by default and local feature gates.

gugu9999gu/pc-control-mcp

SIGNALS Market Readiness MCP Server

by markloveridge-rex

Exposes energy market signals and readiness indices by integrating data from sources like Yahoo Finance, ENTSOG, and AGSI+. It enables users to query gas flows, storage levels, power prices, and weather data via natural language.

markloveridge-rex/signals-mcp

MAA-MCP-Server

by fleurdelysfdl

Enables control of mobile games via MaaFramework, supporting screenshot, click, swipe, and task execution through MCP protocol.

FleurDeLysFDl/MAAplusAgent

Text Classification MCP Server (Model2Vec)

by baobab-tech

Enables fast text classification using Model2Vec static embeddings with 10 default categories (technology, business, health, etc.), supports custom category management, batch processing, and provides both local and remote deployment options.

baobab-tech/mcp-text-classifier

MyFinanceMCP

by raghav18482

MCP server for tracking Angel One portfolio with AI-powered daily briefings, a trading agent, and ML-based price predictions.

raghav18482/MyFinancesMCP

DrayTek Vigor MCP Server

by thelad-dev

Provides DSL diagnosis and CLI access to DrayTek Vigor 167 modems via interactive SSH shell, enabling command discovery and execution through MCP tools.

thelad-dev/draytek-vigor-mcp

codex-project-context

by daodaobing

Provides project-aware context for coding agents by selecting relevant AGENTS.md, docs, module paths, and decision records based on task, reducing redundant context loading via MCP stdio.

daodaobing/codex-project-context

Consulente Legale

by alesop95

Local MCP server that provides Italian legal assistance by querying a local corpus of Italian legislation, integrated with Claude Desktop.

alesop95/legal-consultant

Paint MCP

by miguel-alvarez-utn2020

Controls Windows Paint from Claude via GUI automation, enabling drawing of lines, rectangles, and freehand strokes on the canvas.

miguel-alvarez-utn2020/MCP-PAINT

mcp-financial-data

by wzx11223344

提供19个中国A股、基金、宏观经济及市场行情数据工具，支持AI客户端实时查询。

wzx11223344/mcp-financial-data

Research Desk MCP

by badarrasheed

Enables AI assistants to manage structured research ideas and retrieve recent arXiv papers by idea ID, automatically generating Markdown reports.

BADARRASHEED/research_desk_mcp

Veracode MCP

by chinyoong

Enables interaction with the Veracode platform to perform security tasks like running SAST scans, checking SCA vulnerabilities, and retrieving CVE information. It allows AI assistants to manage scan workflows, from zipping source code to analyzing scan results through natural language.

ChinYoong/Veracode-MCP

Coffee Company MCP Server

by sawzhang

An MCP adapter that maps Coffee Company B2B HTTP APIs to MCP tools, allowing AI agents to query member information, benefits, coupons, and payment statuses. It enables seamless integration for AI assistants to manage coffee-related customer assets and loyalty details through natural language.

sawzhang/coffee-mcp

void-bridge

by intricos777-dot

Exposes a secure, path-confined bridge to a local workspace and git remotes, enabling MCP clients to search, read, write, reset files, and perform git operations.

intricos777-dot/void-bridge

Smart Colab MCP Bridge

by g-karthick0501

Connects Claude Desktop to a Google Colab runtime via ngrok for remote Python execution, enabling GPU/CPU code execution with smart timeouts and file management.

G-karthick0501/Smart-colab-MCP

Multi-SSH MCP Server

by vignitin

A Python-based MCP server that enables Claude to connect to and manage multiple SSH servers through a unified interface.

vignitin/multi-ssh-mcp

AI_Portfolio_Co-Pilot

by horfi

Horfi/AI_Portfolio_Co-Pilot

heropen

by koradji77

A local memory server for AI agents that stores and retrieves information via MCP, keeping all data in SQLite on your machine.

Koradji77/heropen

agentic-researcher

by meenakshigupta212000

Enables LLMs to autonomously research the web, store knowledge in a local vector database, and retrieve semantic memory without vendor lock-in.

MeenakshiGupta212000/mcp-digital-notepad

meeting-scribe

by moon0825

Transcribes meeting recordings with speaker diarization and automatic speaker identification, leveraging project context to generate minutes. Supports various ASR engines and offers privacy-preserving local processing.

moon0825/-MCP

spark-mcp

by aserper

MCP server for the Spark Membership platform enabling class scheduling, bookings, attendance management through any MCP client.

aserper/spark-mcp

menus-mcp

by spyyps

Recommends dishes from a global cuisine knowledge base based on user preferences (keywords, cuisine, price, etc.) via weighted random selection with bias correction and diversity.

spyyps/recommend-dish

CCR

by qbit-glitch

CCR gives MCP-capable AI agents persistent project memory, strategy playbooks, and a sandboxed Python REPL.

qbit-glitch/ccr

zoom-mcp

by mspbotsai

MCP server for Zoom's Users Admin REST API, providing 71 tools to manage users, groups, contact groups, and divisions for account creation and validation.

MSPbotsAI/zoom-mcp

MCP Learning Server

by somyabhadada

A learning-focused MCP server that provides tools for current time, arithmetic, random quotes, mock weather, and UUID generation, demonstrating the Model Context Protocol end-to-end.

somyabhadada/mcp_server

Pathfinder MCP Server

by jamesctucker

Enforces a three-phase gated workflow (Research → Plan → Implement) for complex coding tasks with explicit human approval at each phase transition and automatic context management to maintain focus.

jamesctucker/pathfinder-mcp

gitlab-mcp

by jason07289

A FastMCP server for GitLab 16.x that enables project, MR, pipeline, and commit queries, bugfix contribution summaries, release notes drafts, and comprehensive Runner management.

jason07289/gitlab-mcp

monarch-mcp

by bkichler

MCP server that bridges Claude to Monarch Money for personal-finance analysis and lightweight edits.

bkichler/monarch-mcp

rest2mcp

by gonzalo123

Exposes any REST API as MCP tools, enabling AI agents to discover and call existing HTTP endpoints without modifying the original API.

gonzalo123/rest2mcp

Generic SQL MCP Server

by ayushedunext

A configurable, database-agnostic MCP server that enables LLMs to safely interact with SQL databases through read-only operations and schema inspection.

Ayushedunext/DB-MCP

Orchestra MCP Server

by orchestra-hq

Enables interaction with the Orchestra API for managing pipelines, runs, logs, and artifacts through natural language.

orchestra-hq/orchestra-mcp

BDE Score

by hbhqq9

MCP server for AI-powered multi-market stock analysis, offering 7-factor quantitative scoring across US, HK, and A-share markets with tools for stock analysis, screening, sector, and ESG insights.

hbhqq9/bde-score

AdaptixC2 MCP Server

by oopsoplm

Enables LLM agents to automate red teaming operations with the AdaptixC2 framework via MCP protocol, supporting post-exploitation tasks and BOF integration.

oopsoplm/AdaptixC2-MCP-Server

Kalshi MCP Server

by spacegpu

FastMCP server for Kalshi's Trade API, enabling interaction with prediction markets, portfolio management, orders, and historical data.

spacegpu/kalshi-mcp

semarcy-mcp

by abicyclerider

MCP server providing RAG-powered access to Semarchy documentation (xDM, xDI, xDG) for AI assistants.

abicyclerider/semarcy-mcp

Codebase RAG

by allentcm

Provides semantic codebase search and file retrieval using CocoIndex embeddings and PostgreSQL with pgvector for similarity search, enabling natural language queries to find relevant code snippets with similarity scores and line numbers.

allentcm/mcp-codebase-rag

MWAA MCP Server

by paschmaria

Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) environments and operations including DAG management, workflow execution monitoring, and access to Airflow connections and variables through a unified interface.

paschmaria/mwaa-mcp-server