The MCP Trust Index.

AIE7-hw13-mcp

by kvaliotti

MCP server using Tavily API for web search, enabling web search queries via stdio transport.

kvaliotti/AIE7-hw13-mcp

cpt-analysis-mcp-server

by ishaan24687

Connects Claude Desktop to a healthcare claims database for natural-language analysis of CPT codes, reimbursement rates, payer performance, and denial patterns.

Ishaan24687/cpt-analysis-mcp-server

upnote-mcp

by bug-breeder

Enables AI agents to read and write UpNote notes locally via SQLite and URL schemes, supporting search, creation, editing, and organization.

bug-breeder/upnote-mcp

AWS Documentation MCP Server

by joseph19820124

Enables access to AWS documentation through natural language by fetching and converting documentation pages to markdown, searching AWS docs, and getting content recommendations for AWS service documentation.

Joseph19820124/aws-doc-sse

meeting-memory-mcp

by coolsheng

A local-first MCP server that stores meeting transcripts and maintains a searchable markdown wiki of decisions, commitments, and contradictions, enabling Claude to recall context across meetings.

coolsheng/meeting-memory-mcp

Paytm MCP Server

by shivam3-garg

A Python-based MCP server for managing Paytm payment links and transactions. It enables users to create payment links, list created links, and retrieve transaction details for specific payment links.

shivam3-garg/payment-mcp

ucon-mcp

by the-radiativity-company

Verified unit conversion and dimensional analysis for AI agents. 190+ units, 31 domain formulas (clinical, physics, aerospace, SRE), physical constants with uncertainty propagation. Refuses invalid conversions structurally: the tool that won't convert mg to mL and knows the difference between torque and energy.

the-radiativity-company/ucon-tools

docs-search-engine

by wanyingng

Enables searching documentation from GitHub repositories and web pages via MCP tools, with in-memory indexing and caching for fast retrieval.

wanyingng/docs-search-engine

Civic Data MCP Server

by ericgrill

Provides access to 7 free government and open data APIs including NOAA weather, US Census demographics, NASA imagery, World Bank economics, Data.gov, and EU Open Data through 22 specialized tools, with most requiring no API keys.

EricGrill/mcp-civic-data

Memory Custom

by bro3886

Provides a knowledge graph-based memory system for creating, managing, and querying structured information with features like custom file paths, timestamping, and advanced search capabilities.

bro3886/mcp-memory-custom

Wave MCP Server

by hvkshetry

MCP server for Wave accounting that provides tools for managing chart of accounts, invoices, customers, vendors, products, and reports via the Wave GraphQL API.

hvkshetry/wave-mcp

MoSPI MCP Server

by mayankthekumawat

MCP server for accessing India's Ministry of Statistics and Programme Implementation (MoSPI) data APIs. Enables natural language queries for economic, demographic, and social indicators via a 4-tool workflow.

mayankthekumawat/mospi-mcp-api

mcp-vue3-python

by gsccoelho

A Python MCP server that generates complete Vue 3 CRUD structures with Composition API, including components, services, stores, and routes.

gsccoelho/mcp-vue3-python

MCP Simple Server

by oleksandrsirenko

A minimal reference implementation of an MCP server with two basic math tools (add and multiply), designed as a starting point for learning MCP protocol and deploying remote servers to cloud platforms.

oleksandrsirenko/mcp-simple-server

mcp-i14y

by fgouzi

Connects AI assistants to the Swiss I14Y Interoperability Platform, enabling natural language exploration of government datasets, APIs, codelists, and public services.

fgouzi/mcp-i14y

infraveil-guard

by infraveilhq

A cooperative guardrail for AI agents that blocks destructive shell commands, SQL statements, or cloud operations until a human approves them out-of-band, with a tamper-evident local ledger.

infraveilhq/infraveil-guard

GPS

by ambient-code

Provides sub-millisecond access to organizational and engineering data by pre-materializing data into a read-only SQLite database. Enables agents to query people, teams, issues, features, and governance documents without upstream latency or auth.

ambient-code/gps

Recruit CRM MCP

by ebragas

MCP server for Recruit CRM, enabling AI assistants to search candidates, view jobs, and manage recruiting workflows.

ebragas/recruitcrm-mcp

sota-mcp

by qso-graph

MCP server for Summits on the Air (SOTA) — live spots, activation alerts, summit info, and nearby summits through any MCP-compatible AI assistant.

qso-graph/sota-mcp

servicenow-mcp-server

by tdimaggio

Enables Claude Desktop to connect to a ServiceNow instance for debugging and monitoring through natural conversation.

tdimaggio/servicenow-mcp-server

attackforge-mcp

by unstrike

Connects AI assistants to AttackForge's Self-Service API with full endpoint coverage, response size optimization, and local caching for efficient use in long conversations.

unstrike/attackforge-mcp

Apple Calendar MCP Server

by andrewbergsma

A comprehensive MCP server that provides AI assistants with natural language access to Apple Calendar, enabling reading, searching, creating, and managing calendar events.

andrewbergsma/apple-calendar-mcp

Unity MCP Claude Code

by mauriceputinas

Enables Claude to control Unity Hub and Editor headlessly, allowing automated game building, asset generation, and PBR texture creation.

MauricePutinas/Unity-MCP-Claude-Code

bridge-mcp-server

by nodeblue-ai

Connects Ignition SCADA and Studio 5000 PLC to correlate tags end-to-end, trace signal chains, and find commissioning gaps.

Nodeblue-AI/bridge-mcp-server

Agent Workflow MCP Server

by aiagentkarl

Enables AI agents to create, share, discover, and execute reusable multi-step workflow templates.

AiAgentKarl/agent-workflow-mcp-server

hy-mt

by neosun100

MCP server for the HY-MT translation model, allowing AI assistants to perform high-quality translations across 38 languages via the Model Context Protocol.

neosun100/hy-mt

mcpRAG

by patanjali-22

Enables answering Formula 1 FAQ questions via vector search and web search using Bright Data.

patanjali-22/RAG-App-MCP

nvidia-isaac-mcp

by nullbyte91

Enables AI tools like Windsurf and Claude to control NVIDIA Isaac Sim and Isaac Lab through natural language, providing tools for scene inspection, prim management, physics simulation, and robot spawning.

nullbyte91/nvidia-isaac-mcp

whiteboard-mcp-server

by thebackpackdevorg

Shared context for multiple Claude Code sessions working on the same project.

thebackpackdevorg/whiteboard-mcp-server

Anki Mcp Server

by scorzeth

An MCP server for Anki

scorzeth/anki-mcp-server

Screenshot Analyzer MCP

by sasuke-inu

Analyzes app screenshots to identify UI/UX issues, compare designs with implementations, and provide actionable fixes using GPT-4o/GPT-5.2 vision capabilities. Supports single/batch analysis, design comparison, and automated report generation for iOS, Android, web, and desktop platforms.

Sasuke-inu/UI-Screenshot-Android-Review-OpenAI

AWS MCP Audit

by oldcoder01

Enables read-only assessment of AWS environments by inventorying resources, running security and operational checks, and generating actionable reports with cost analysis. Designed for contractors with support for assume-role authentication using external IDs.

oldcoder01/aws-mcp-audit

gdbmcp

by suoyuan666

Exposes GDB operations over the Model Context Protocol, allowing management of GDB sessions and execution of GDB commands via MCP tools.

suoyuan666/gdbmcp

beanie-mcp

by klinikal

An MCP server for querying Beancount ledgers using natural language, enabling financial analysis through Claude with tools for BQL queries and ledger validation.

klinikal/beanie-mcp

Hong Kong Government Environment MCP Server

by hkopenai

Provides access to Hong Kong government environment data, including the current Air Quality Health Index (AQHI) from monitoring stations across Hong Kong.

hkopenai/hk-environment-mcp-server

Breez Lightning

by breez

Integrates with the Breez SDK to provide Bitcoin Lightning Network wallet operations including balance checking, payment sending, invoice creation, and transaction history for building Lightning-enabled applications.

breez/breez-mcp

Nusawave MCP Server

by nusawave

Provides tools to read local git repositories and fetch public web pages without external APIs, configurable via environment variables or JSON files.

nusawave/mcp-nusawave

Logpush MCP

by digibugcat

Enables reading and analyzing Cloudflare Workers logpush data stored in R2 buckets. Supports searching logs with filters, viewing statistics, accessing errors, and browsing logs by date and environment.

DigiBugCat/logpush-mcp

Orpheus

by mal0ware

An AI agent that analyzes and transforms music projects in REAPER, explaining why it sounds a certain way and reshaping it toward a desired style through natural language interaction.

mal0ware/Orpheus

ida-pro-mcp-plus

by fantay0312

An enhanced MCP server for IDA Pro that integrates bulk binary export, multi-instance management via Broker mode, and 80+ analysis tools for AI-assisted reverse engineering.

fantay0312/ida-pro-mcp-plus

packet-tracer-mcp

by caixax

Enables AI agents to control Cisco Packet Tracer in real time, allowing natural language-driven creation and configuration of network topologies.

caixax/packet-tracer-mcp

MCP System Monitor Server

by huhabla

Enables real-time monitoring of system resources including CPU, GPU (NVIDIA, Apple Silicon, AMD/Intel), memory, disk, network, and processes across Windows, macOS, and Linux platforms through natural language queries.

huhabla/mcp-system-monitor

HWP MCP Server

by realcoding2003

Enables AI assistants to control Hancom's HWP/HWPX documents (Korean word processor) via COM interface on Windows, supporting creation, editing, formatting, and export.

realcoding2003/readwrite-hwp-mcp

Boostcamp MCP Server

by dcaslin

Integrates with the Boostcamp fitness platform to provide workout history, programs, exercises, and analytics via natural language.

dcaslin/boostcamp-mcp

arthas-mcp-proxy

by zhaoziqian

Aggregates multiple Arthas agents into a single MCP server, allowing Claude to diagnose any number of Java processes with just one MCP configuration.

zhaoziqian/arthas-mcp-proxy

VeloceMCP

by hassan3301

A read-only MCP server that enables restaurant staff to query Veloce POS data using natural language, supporting sales summaries, payment breakdowns, and weekly reports.

hassan3301/VeloceMCP

Fantasy NBA Israel League MCP

by asafshai

Provides access to Fantasy NBA Israel League statistics including team rankings, player stats, roster details, and shooting analytics for a specific private fantasy basketball league.

AsafShai/nba-fantasy-israel-mcp

FastMCP Tools Server

by satheeshkondaveni

FastMCP server providing health check, greeting, and UUID generation tools.

satheeshkondaveni/KS_MCP_Server

FBI Crime Data MCP Server

by dathere

Provides access to FBI Crime Data Explorer API, enabling queries for crime statistics, arrests, hate crimes, NIBRS incidents, law enforcement employment, and more via 17 tools with smart caching and spillover handling.

dathere/fbi-crime-data-mcp

Weni MCP Server

by alanjaeger

MCP server that enables querying the Weni Insights Engine API for conversation metrics such as totals, resolved, unresolved, and transferred conversations.

AlanJaeger/weni-mcp