The MCP Trust Index.

leave-manager-mcp

by git-akki

Enables AI assistants to manage employee leave by checking balances, applying for leave, and viewing history via MCP tools.

git-akki/leave-manager-mcp

kicad10-mcp

by tureruygar-glitch

An MCP server providing full control over KiCad 10, enabling PCB editing, schematic editing, design data, and production output via natural language.

tureruygar-glitch/Kicad-mcp

mcp-jumpserver-gui-sucks

by artipyheart

A JumpServer 443-only MCP bridge for coding agents that exposes a CLI-first, MFA-compatible, audit-preserving path into JumpServer assets without GUI or port 2222 dependencies.

ArtiPyHeart/mcp-jumpserver-gui-sucks

paper-search-mcp

by xiaoxiaoxiaotao

Enables agents to search papers across Semantic Scholar and arXiv, read and extract text from arXiv PDFs, align records across sources, and produce structured literature-analysis digests.

xiaoxiaoxiaotao/paper-search-mcp

Logtime Summarizer

by agungadipurwa

Enables AI assistants to analyze log time data from various sources to summarize project health, employee performance, and client status.

agungadipurwa/mcp-client-server

X-Ways MCP

by donovoi

Enables triage, installation validation, and controlled automation of X-Ways Forensics and related tools through structured MCP tools for agents.

Donovoi/X-Ways-MCP

sonarqube-mcp-py

by filhocf

A Python MCP server for SonarQube, enabling AI agents to query projects, issues, quality gates, coverage, and security hotspots.

filhocf/sonarqube-mcp-py

Gamma MCP Server

by aykansal

Enables generating presentations, creating from templates, and managing Gamma resources via MCP tools.

aykansal/gamma-mcp-server

strapi-mcp

by alex2zimmermann-ux

Connects any MCP-compatible AI assistant to Strapi CMS for content management, media handling, internationalization, and more through natural language.

alex2zimmermann-ux/strapi-mcp

bigquery-mcp

by vozzor

Enables AI assistants to query and analyze Google BigQuery data, including schema browsing, running queries, and comparing datasets through natural language.

vozzor/bigquery-mcp

MCP Guide Server (v0.1.4)

by qpd-v

A beginner-friendly guide server that helps users understand MCP concepts, provides interactive examples, and demonstrates best practices for building MCP integrations. Features tools for exploring MCP capabilities, resources for learning core concepts, and prompts for guided tutorials.

qpd-v/mcp-guide

homedata-mcp

by wehomemove

Enables AI assistants to query UK property data including EPCs, sale history, planning, flood risk, council tax, demographics, and more via the Homedata API.

wehomemove/homedata-mcp

mcp-cwa

by asgard-ai-platform

Provides read-only access to Taiwan's Central Weather Administration (CWA) Open Data API, offering 36 tools across 7 categories including weather forecasts, observations, earthquakes, and astronomy.

asgard-ai-platform/mcp-cwa

xingce-solver

by heihei999

MCP server for structured civil service exam question solving based on Huasheng's methodology, providing question routing, method retrieval, and guided analysis prompts.

heihei999/huasheng-mcp

SIN-Code-Frontend-Design-Skill

by opensin-code

Provides 8 MCP tools for frontend design: load design system, generate components, scaffold pages, review consistency, extract tokens, check WCAG 2.2 AA, test responsiveness, and export to Figma.

OpenSIN-Code/SIN-Code-Frontend-Design-Skill

roshan-baaz-mcp

by dwin-gharibi

Enables semantic search and retrieval for Persian content through Roshan AI's Baaz service, wrapped as MCP tools with support for multi-instance self-hosted deployments.

dwin-gharibi/roshan-baaz-mcp

Claude MCP Data Explorer for Windows

by tofunori

Windows MCP server for data exploration with Claude

tofunori/claude-mcp-data-explorer

R2-D2

by dreliq9

An MCP server for Star Wars Unlimited that provides card search, deck building, format validation, meta analysis, and two-player game simulation through Claude or any MCP-compatible client.

dreliq9/r2-d2

Yandex Direct MCP Server

by olegradinuk

Integrates with Yandex Direct API v5 to manage ads via 20 tools, with dry-run protection preventing accidental spending.

OlegRadinuk/yandex-direct-mcp

mcp-tellus-search

by senzg

Enables Claude to search for geo entities such as cities, airports, and hotels using Skyscanner's Tellus API. Supports entity lookup, search by type/location, fetching children, and nearby entities.

senzg/mcp-tellus-search

gscalzo/stackoverflow-mcp

by gscalzo

A Model Context Protocol server that enables querying Stack Overflow for programming solutions, including search by error messages, tags, and stack trace analysis.

gscalzo/stackoverflow-mcp

a-share-mcp

by kissjerryfan

Enables users to query Chinese A-share stock data, including stock basics, historical prices, financial reports, and macroeconomic indicators.

kissjerryfan/mcp_server

DynamoDB MCP Server

by imankamyabi

Model Context Protocol server for managing Amazon DynamoDB resources

imankamyabi/dynamodb-mcp-server

mcp-server-mssql

by daedalus

Provides tools to connect, query, and manage Microsoft SQL Server databases through the MCP protocol, including support for stored procedures, transactions, and schema inspection.

daedalus/mcp-server-mssql

comfyui-mcp-server

by sumitchatterjee13

Enables AI assistants to generate images using ComfyUI by exposing tools for image generation, batch processing, and status checking through the Model Context Protocol.

sumitchatterjee13/comfyui-mcp-server

FastMCP Quickstart for Smithery

by smartmanoj

Provide a simple MCP server with a greeting tool to enable interactive development and testing of MCP tools. Facilitate rapid iteration and debugging through integration with the Smithery Playground. Deploy easily to Smithery for HTTP access and MCP client compatibility.

SmartManoj/smithery-fastmcp-quickstart

AssemblyLine MCP

by saucetaster

Enables AI clients to submit files, hashes, and URLs for malware analysis, retrieve results, search across AssemblyLine indices, and triage alerts, all through the Model Context Protocol.

SauceTaster/assemblyline-mcp

iceberg-mcp-server-hive

by frothkoetter

Provides read-only SQL access to Apache Iceberg tables via HiveServer2, enabling querying, schema discovery, and database listing on Cloudera Data Platform.

frothkoetter/iceberg-mcp-server-hive

Weather Edge MCP Server

by rjw34

Provides calibrated weather probability signals for Kalshi prediction markets by combining dual-model forecasting (NWS + GFS ensemble) to identify mispriced temperature markets. Enables AI agents to access bias-corrected forecasts and edge signals for weather prediction market intelligence.

RJW34/weather-edge-mcp

sql-steward

by pawansingh3889

A governed SQL gateway that exposes typed tools to AI agents, compiling safe read-only queries from a semantic layer while blocking PII before execution, supporting SQL Server, Postgres, and SQLite.

Pawansingh3889/sql-steward

fidelity-mcp

by mobogojo

Enables AI agents to read balances, positions, and transaction history, and place limit sell orders on Fidelity Investments accounts via Playwright browser automation.

mobogojo/fidelity-mcp

ce-mcp

by imrx44

Enables AI agents to programmatically control Cheat Engine for memory scanning, editing, cheat table management, and reverse engineering tasks.

IMRX44/MCP

OpenLMlib

by vedant9500

Provides AI assistants with a local knowledge base and research library, enabling semantic and full-text retrieval, memory persistence, and multi-agent collaboration via 58 MCP tools.

Vedant9500/OpenLMlib

agent-twitter-client-mcp

by theo-nash

Enables AI models to interact with Twitter, including posting tweets, searching, following users, and chatting with Grok, using cookie or credential authentication.

theo-nash/twitter-mcp-server

MCPymol

by chemrich

A Model Context Protocol server that lets you drive PyMOL with natural language, enabling structure loading, analytical views, measurements, and protein exploration through AI assistants.

chemrich/MCPymol

OpenDart-MCP

by keonho-kim

Provides access to South Korea's DART (Data Analysis, Retrieval and Transfer System) financial disclosure system, enabling users to retrieve corporate information, financial statements, debt summaries, subsidiary investments, employee data, and stock information for Korean companies.

keonho-kim/OpenDart-mcp

AgentUp

by nolabs-ai

Portable , scalable , secure AI Agents

nolabs-ai/AgentUp

Replicate MCP Server

by aicoder2048

Enables LLM clients to generate, edit, and evaluate images through the Replicate API.

aicoder2048/img_gen_replicate_mcp

Kim-soung-won/mcp-smithery-exam

by kim-soung-won

Craft quick, personalized greetings by name. Generate ready-to-use greeting prompts for a consiste…

Kim-soung-won/mcp-smithery-exam

Crypto Options Desk MCP

by dasein108

An MCP server that gives an LLM agent a typed, audited tool surface over quant crypto-options desk analytics: gamma exposure, vanna, skew, vol surface, options flow, technicals, portfolio greeks, scenario analysis, and live positions.

dasein108/crypto_options_desk_mcp

mcp-server

by sas-aii

MCP server that enables web search via Tavily API and chess player stats via Chess.com API.

SAS-AII/aie7-mcp-session-assigment

Agent Directory MCP Server

by aiagentkarl

Enables AI agents to discover, register, and rate services in a decentralized agent-to-agent directory.

AiAgentKarl/agent-directory-mcp-server

LSP MCP

by jonrad

Provides AI agents with language-aware code analysis through the Language Server Protocol, enabling tasks like getting code insights and diagnostics.

jonrad/lsp-mcp

VNStock Agent MCP Server

by mrgoonie

MCP server for Vietnamese stock market data, enabling AI assistants to access stock history, financials, company info, and global market data through 21 tools.

mrgoonie/vnstock-agent

AssemblyMCP

by statpan

Enables LLM clients to search and analyze bills, members, committees, meetings, votes, and reports from the South Korean National Assembly OpenAPI through MCP tools.

StatPan/AssemblyMCP

contest-mcp

by sbrunner-atx

Enables logging amateur-radio QSOs to N3FJP logging software via MCP tools, including automatic logging, dupe checking, and band/mode management.

sbrunner-atx/contest-mcp

Market Regime Oracle

by aggreyeric

Classifies BTC market into 5 regimes (Risk-On, Range-Bound, Risk-Off, Capitulation, Euphoria) with target exposure and posture, enabling risk management decisions.

aggreyeric/bnb-ai-trading-agent

appnova-app-store-connect-mcp

by alperduzgun

Enables managing your iOS app's entire lifecycle with natural language through App Store Connect, offering 48 tools across 14 categories for ASO, reviews, analytics, subscriptions, pricing, and more.

alperduzgun/appnova-app-store-connect-mcp

veeam-ports-mcp

by shapedthought

Provides structured access to Veeam product network port requirements. Enables querying ports, generating topology diagrams, and producing firewall rule import files through natural language.

shapedthought/veeam-ports-mcp

mcp-server-milvus

by danchev

Provides MCP tools to interact with Milvus vector database, enabling vector search, text search, hybrid search, and collection management.

danchev/mcp-server-milvus