The MCP Trust Index.

AWS Infrastructure Operations MCP

by nhkm95

A read-only MCP server that lets an AI assistant inspect a single AWS lab instance's EC2 health, recent system/nginx errors from CloudWatch, and nginx service status via SSM, with strict allowlisting and no generic shell access.

nhkm95/aws-infra-ops-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

MCP WorkBoard CrunchTools

by crunchtools

A secure Model Context Protocol server for interacting with the WorkBoard OKR and strategy execution platform. It enables users to manage user profiles and track goal progress through a standardized, containerized interface.

crunchtools/mcp-workboard

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

flstudio-mcp-mac

by purahmanian

Enables controlling FL Studio on macOS via MCP, including transport, mixer, channel, MIDI export, and Piano Roll note insertion.

purahmanian/flstudio-mcp-mac

sql-steward

by govern-agents

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.

govern-agents/sql-steward

Agent Context MCP Server

by arunavo-projectidea

Tracks working context and code structure in a portable local SQLite database, enabling seamless context and task continuity across different AI coding tools.

Arunavo-ProjectIdea/Agent-Context-MCP-Server

MCP Commerce Server

by vikramjt

Enables natural-language querying of e-commerce data (products, users, orders) from a PostgreSQL database, using a Hugging Face model for safe intent extraction and parameterized SQL execution.

vikramjt/mcp_demo

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

ExamPrepAgent

by cardea-mcp

An MCP server that provides tools to search for study questions and answers from a knowledge base, enabling exam preparation through random questions and guided learning.

cardea-mcp/ExamPrepAgent

NovelAI MCP Server

by hesoyamlp1

Enables AI assistants to generate images using NovelAI, supporting text-to-image, image-to-image, and tag suggestions.

hesoyamlp1/MCP-NovelAI

Poke-MCP

by jalajil

A Model Context Protocol server that provides comprehensive Pokemon data and battle simulation capabilities to AI assistants. It enables users to access detailed stats, types, and moves while simulating battles with realistic mechanics like type effectiveness and status effects.

Jalajil/Poke-MCP

ergo-mcp

by marctheshark3

marctheshark3/ergo-mcp

win-capture-mcp

by anujf1005

A Windows MCP server that enables AI agents to capture screenshots of open windows or the full desktop via stdio or HTTP.

AnujF1005/win-capture

NebulaMind

by duhokim

Collaborative astronomy wiki built by AI agents worldwide. Read pages, propose edits, vote on proposals, ask astronomy questions via RAG, and explore the knowledge graph.

DuhoKim/NebulaMind

tech-icons

by zhiweio

MCP server exposing 3100+ cloud technology icons (AWS, Azure, GCP, Microsoft, CNCF, Devicon) with 3-tier search and multiple output formats for integration into presentations and architecture diagrams.

zhiweio/tech-icons

Wireshark MCP

by deepaknarayanans

Exposes Wireshark/tshark packet capture, analysis, threat detection, and reporting tools for AI agents and local testing.

DeepakNarayananS/Wireshark_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

mela-mcp

by krumme

A read-only MCP server for searching and reading recipes stored in the Mela macOS app, offering tools to search recipes, retrieve full details with photos, and list tags.

krumme/mela-mcp

monzo-mcp

by partymola

Provides read-only access to Monzo banking accounts, balances, pots, and transactions with automatic OAuth token refresh and persistent local SQLite caching. Enables spending analysis with category breakdowns and transaction search across cached historical data beyond Monzo's 90-day access window.

partymola/monzo-mcp

OpenCloudCosts MCP

by x7even

Anchor AI FinOps to real, live cloud pricing. AWS, GCP & Azure — public list prices and enterprise negotiated rates. No credentials needed for AWS and Azure public pricing.

x7even/cloudcostsmcp

Domo MCP Server

by dawoodali-showpass

Connects to Domo API to run SQL queries, search datasets, retrieve metadata and schema, and manage roles.

dawoodali-showpass/domo-mcp-server

castella

by i2y

Castella is a cross-platform pure Python UI framework

i2y/castella

collectible-vault

by cereos20

Enables AI assistants to manage a universal collectibles vault with natural language, supporting item lookup, addition, valuation, and portfolio summary via FastMCP.

cereos20/collectible-vault

AGY Visual Witness MCP

by ubadream

Provides structured visual evidence from images via Google's Antigravity CLI, with tools for scene-level reading, targeted visual questioning, and image comparison prefiltering.

Ubadream/agy-visual-witness-mcp

szge/lolwiki-mcp

by szge

Generate friendly greetings for any audience. Toggle Pirate Mode for a playful, swashbuckling styl…

szge/lolwiki-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

LLX Agent MCP Implementation

by cathylixi

A minimal MCP server with a sample search_news skill that demonstrates how Claude Code can automatically call a skill over the MCP protocol.

Cathylixi/LLX-Agent-MCP-Implementation

VyMCP

by community-vyprojects

MCP server for VyOS routers via VyManager, enabling AI agents to read and manage router configurations with RBAC, audit, and commit-confirm safety.

Community-VyProjects/VyMCP

NIH RePORTER MCP Server

by pradeept95

Provides tools to search and retrieve data from NIH's RePORTER grant database, enabling queries for project counts, summaries, and detailed award information.

pradeept95/nih-reporter-mcp-server

tenable-vpr-mcp

by sabastiaz

MCP server for Tenable.io/One Vulnerability Management that provides read-only tools for querying scans, assets, plugins, and vulnerabilities, plus specialized reporting tools for VPR re-prioritization, CISA KEV/EPSS exposure, and scan delta comparisons.

Sabastiaz/tenable-vpr-mcp

fastf1-mcp

by aashnakunk

A local MCP server that gives Claude (or any MCP-compatible AI client) access to Formula 1 race data. Load any session from 2018 onwards, ask questions in natural language, and get answers backed by real telemetry, timing, and strategy data.

aashnakunk/fastf1-mcp

litvm-tcg-oracle

by sailorpepe

On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ trading cards, 60-day price history, Merkle proof verification on LiteForge (Chain 4441), Monte Carlo simulation, and AI card grading via Qwen 2.5 VL.

sailorpepe/litvm-tcg-oracle-mcp

LinkedIn Archive MCP

by nudavinci64

Enables Claude to read your own LinkedIn profile directly from a local data export, with no API keys, OAuth, or scraping. Tools cover profile, positions, skills, posts, connections, and more, supporting editing drafts and cross-checking against résumés.

nudavinci64/linkedin-archive-mcp

Engram

by aurelius86

Self-hosted, governed long-term memory and knowledge-graph server for AI agents with access control, hybrid retrieval, and typed graph linking.

aurelius86/engram

ionis-mcp

by qso-graph

MCP server for HF radio propagation analytics using 175M+ aggregated signatures from WSPR, RBN, Contest, DXpedition, and PSK Reporter datasets. Enables AI assistants to answer propagation questions through 11 specialized tools.

qso-graph/ionis-mcp

claude_mcp_server

by mitpurohit

A CLI chat application enabling interactive conversations with AI models via the Anthropic API, with document retrieval and command-based prompt support through the MCP architecture.

mitpurohit/claude_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

xiaozhi-mcp

by david0932

A local MCP server framework for connecting custom tools to the xiaozhi AI voice agent, with built-in calculator and web search (via SerpApi) tools.

david0932/xiaozhi-mcp-websearch

delphi7

by rtyker

MCP server that exposes the complete Delphi 7 RTL/VCL index as tools for AI agents, enabling precise lookups for symbols, class members, unit interfaces, and source contexts to generate accurate legacy Delphi 7 code.

rtyker/delphi7-mcp-server

ylx-dev

by msph1973

Development assistant for YLx photo proofing platform, enabling PR review, codebase queries, feature suggestions, audits, test generation, and deployment monitoring.

msph1973/ylx-mcp

project-scaffold

by dawiegriesel

An MCP server that scaffolds full-stack projects with consistent structure, Docker setup, CI/CD pipelines, and database configuration.

dawiegriesel/mcp-dev

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

TT-RSS

by deawiw

deawiw/TT-RSS

Replicate MCP Server

by aicoder2048

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

aicoder2048/img_gen_replicate_mcp

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