The MCP Trust Index.

lobbyvoices-mcp

by bodyegypt

Official remote MCP server for Lobby, the bilingual AI receptionist. Five free no-auth tools: business phone scripts and IVR menus (English + Mexican Spanish), ElevenLabs agent system prompts, missed-call cost math, and a hire-a-receptionist verdict.

bodyegypt/lobbyvoices-mcp

sales-data-analysis-with-MCP-and-LLM

by rameshagowda

Sales data Analysis with MCP and OpenAI LLM.

rameshagowda/sales-data-analysis-with-MCP-and-LLM

SlideCraft MCP

by dwinter3

Creates AI-powered slide decks directly from Claude Desktop with live progress and QA scores.

dwinter3/slidecraft-mcp

TianshangCAD

by tianshang301

Modern CAD CLI + MCP Server: 2D/3D drawing, editing, measurement, validation, batch automation, real-time collaboration (CRDT + WebSocket).

Tianshang301/TianshangCAD

vari-mcp

by getvari

Provides six deterministic, source-attributed hydration calculators (water intake, dehydration check, pregnancy intake, kidney-safe intake, athlete plan, energy optimization) as MCP tools, enabling AI clients to call them via stdio without custom HTTP coding.

getvari/vari-mcp

PRD Builder MCP

by benhedrington

Enables product managers to create, edit, and export product requirements documents interactively within Claude's chat, with real-time completeness scoring and suggestions.

benhedrington/prd-builder-mcp

sidequest

by jamiedavenport

A calm personal task manager designed with ADHD in mind. Organise tasks on one canvas with keyboard controls, nested steps, notes, and whiteboards.

jamiedavenport/sidequest

Safety Fence MCP

by kkalwaysawaked

A local MCP server that guards outbound payloads by deciding to ALLOW, REWRITE, or REFUSE them, ensuring sensitive data is redacted and failures close the gate.

kkAlwaysAwaked/safety_fence_mcp

mcp-connect

by myat-kyaw-thu

A dead simple MCP server for exposing your app functions to AI agents like Claude Desktop.

myat-kyaw-thu/MCP_Integration_Package-NPM

biascope

by cognis-digital

MCP server for scanning AI systems and code for demographic, occupational, and geographic biases. Enables CI integration and AI agent-driven bias detection.

cognis-digital/biascope

mcp-server

by groovemap-music

MCP integration exposing GrooveMap through the catalog API

groovemap-music/mcp-server

mcp-fuzz

by vishalhabib99

Runtime behavioral testing for MCP servers: calls every tool with schema-derived inputs and checks whether it actually behaves the way its description and schema claim.

vishalhabib99/mcp-fuzz

smart-ai-studio

by eabusham2

Autonomous 1.58-Bit Local AI Desktop Studio with Real-Time Streaming, ChatGPT-Style Canvas, RLVR Sandbox, and EWC Sleep Consolidation

Eabusham2/smart-ai-studio

ymxlx/polis-protocol

by ymxlx

This MCP server provides a local-first control plane for coding agents, enabling task routing, contract management, and shared learning across multiple AI vendors via markdown files.

ymxlx/polis-protocol

Agentweaver MCP Server

by sabbour

Exposes Agentweaver runs and outcomes as MCP tools for Claude Desktop and compatible clients.

sabbour/agentweaver

CALM

by eilodon

Provides live, graph-verified code intelligence for AI agents, including call graphs, dependency awareness, and safety gates on edits to prevent breaking changes.

Eilodon/CALM

Ticket API MCP Server

by codebasics

An MCP server exposing the internal Ticket API to MCP clients, built with FastMCP's OpenAPI integration.

codebasics/ticket-mcp-server

mcp-redtrack

by pijusz

MCP server for RedTrack affiliate tracking API, enabling querying campaigns, clicks, conversions, and reports from any MCP-compatible client.

pijusz/mcp-redtrack

azure-devops-mcp-onprem

by neonleif

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

neonleif/azure-devops-mcp-onprem

Demo MCP Server

by guilleyalo

Minimal FastMCP Python server demonstrating basic MCP functionality with a cowsay tool for generating ASCII art.

guilleyalo/my-mcp-server

NotebookLM MCP Server

by mukadeshinigami

Enables AI assistants to interact with Google NotebookLM to manage notebooks, sources, and conversations via the Model Context Protocol. It allows for querying sources using NotebookLM's AI and automatically saving responses as notes.

mukadeshinigami/MCPNotebookLM

mcp-reality-check

by vishalhabib99

Checks whether an MCP server's successful tool responses actually reflect reality: no disguised refusals, no empty content, no output that ignores the schema it declared.

vishalhabib99/mcp-reality-check

to-markdown

by xincen0725

MCP server that converts PDF, video, web, and audio inputs into structured Markdown notes with support for checkpointing, batch processing, and Obsidian integration.

xincen0725/to-Markdown

mcp-server

by foxywolf-hub

Enables uploading and managing Postman collections, environments, and data files for API testing. Integrates with AI hosts via Model Context Protocol for test execution and result management.

foxywolf-hub/mcp-server

developer

by smarterweather

Smarter Weather developer platform: REST + MCP weather APIs for agents and apps.

smarterweather/developer

MCP---Audio-Transcriber

by shreyastembhare

ShreyasTembhare/MCP---Audio-Transcriber

mcp-memu-server

by mekineer-com

Custom local-first mcp-memu-server for memU integrations

mekineer-com/mcp-memu-server

e-worker-mcp

by albertm88

A local-first MCP server that handles daily work tasks through your AI assistant: converts meeting notes into todos, manages todo lifecycle, tracks work hours, generates daily/weekly reports, organizes files via move-only operations, and diagnoses dev environments, all guarded by a human-maintained preview/apply safety model.

albertm88/e-worker-mcp

openwrt-mcp

by sina-haseli

Provides full administrative control of OpenWRT routers via SSH, with a preview-confirm safety model for mutating operations.

sina-haseli/openwrt-mcp

DeepSeek Harness Plugin MCP

by bobleer

MCP server that lets AI agents discover, inspect, install, and run DeepSeek Harness plugins via MCP, bridging the gap between the MCP protocol and Cordis-based plugin bundles.

bobleer/deepseek-harness-plugin-mcp

Railway Guardrail MCP

by jerkean2139

A team-wide, remote MCP server that lets Claude operate Railway projects through natural language, with safety guardrails to prevent irreversible actions without human approval.

jerkean2139/railway-mcp-team-kean

paraphe

by leonardsellem

The owner-decision inbox for agents. An agent asks, you answer from your phone or the console, and the same agent resumes. Zero dependencies, self-hosted, SQLite, MCP.

leonardsellem/paraphe

agentmeld

by moneytool

One AI context, every agent. Symlink-first, always-on sync of instructions, rules, skills, agents, commands and MCP config across every AI coding tool.

moneytool/agentmeld

dynamic-tool-mcp

by sfdrive223-art

A FastMCP server that dynamically loads tools from Python/YAML file pairs, acting as a stand-in for the Tools Framework in agentic-assembly-framework.

sfdrive223-art/mcp-server-tool-kit

mcp-fence

by daoyuanli2816

Local-first security scanner, MCP protocol inspector, dynamic fuzzer, Docker sandbox, and report generator for Model Context Protocol servers.

DaoyuanLi2816/mcp-fence

mcp-remote

by terrifiedbug

Fork of @abluva/mcp-remote with an RFC 8707 resource-indicator override, so MCP servers behind Microsoft Entra ID work (upstream fails token exchange with AADSTS9010010)

TerrifiedBug/mcp-remote

Anchorr MCP

by mgthompo1

MCP server for Anchorr, an agent-native CRM, providing 25 tools for managing contacts, companies, deals, sequences, activities, and enrichment with a shared cache and per-call audit.

mgthompo1/anchorr-mcp

mcp-oauth2-token-provider

by codezerowork

Acts as an authenticated proxy between AI IDEs and remote MCP endpoints, handling OAuth2 client_credentials token generation and transparently injecting bearer tokens into all proxied requests.

codezerowork/mcp-oauth2-token-provider

Health API MCP Server

by alwayssany

Enables interaction with a comprehensive healthcare management system through FastAPI, supporting operations for patients, doctors, appointments, medical records, telemedicine, lab orders, prescriptions, insurance claims, and more with JWT authentication.

AlwaysSany/health-api

mempalace

by mempalace

The best-benchmarked open-source AI memory system. And it's free.

MemPalace/mempalace

SAP Commerce MCP Server

by nirajlonkar

Enables coding agents to query and manage SAP Commerce (Hybris) instances via FlexibleSearch, Groovy, ImpEx, and type system browsing through the HAC console, with secure credential handling and multi-environment support.

nirajlonkar/sap-commerce-mcp-server

Amazon Creators MCP

by houtini-ai

placement for the depractaed Amazon Product Advertising endpoint. You ask Claude to find something, it searches the live Amazon catalogue, and it hands you back a finished HTML card - image, price, savings, star rating, your Associates tag already baked into the link, and the disclosure footer Amazon requires, by Houtini

houtini-ai/amazon-creators-mcp

mcp-doctor

by avilacarlosdev

CLI para diagnosticar servidores MCP: conecta, inspecciona las tools que expone, valida sus esquemas y genera reportes en consola, JSON y Markdown.

AvilaCarlosDev/mcp-doctor

Anthropic-Cybersecurity-Skills

by anxious-phyllo879

Accelerate AI security workflows with 817 open-source skills across 29 domains for six leading agent frameworks.

anxious-phyllo879/Anthropic-Cybersecurity-Skills

vibeframe

by jubayertalha

Enables agentic coding tools to maintain a living, in-repo model of intent, architecture, and code, with deterministic indexing, bidirectional linking, and continuous drift detection for task-scoped context and reconciliation.

jubayertalha/vibeframe