The MCP Trust Index.

willow-mcp

by rudi193-cmd

An agent-neutral MCP server providing SQLite key/value storage, Postgres knowledge base, and Kart task queue functionality. Features SAP/1.0 authorization on every tool call for secure multi-application access.

rudi193-cmd/willow-mcp

Calculator MCP Server

by shauryakumar09

Provides a calculator tool that can evaluate mathematical expressions over the Model Context Protocol.

ShauryaKumar09/Calculator_MCP-

Dev Tool MCP

by osins

Provides web crawling and browser automation capabilities with support for multiple content formats (HTML, JSON, PDF, screenshots, Markdown), page content extraction, console message monitoring, and network request tracking.

osins/dev-tool-mcp

agent-framework-dev-day

by agentframeworkdev

In-person, all-day, hands-on, instructor-led, and free: Agent Framework Dev Workshop

AgentFrameworkDev/agent-framework-dev-day

MCP-demo

by ageorgiev-bg

MCP server that demonstrates PostgreSQL database interaction, providing a tool to retrieve user data from a users table.

ageorgiev-bg/MCP-demo

Application Tracker MCP

by jrootn

A privacy-first MCP server for locally managing job, fellowship, and graduate-school applications. It offers tools for tracking application status, analyzing role fit, generating LaTeX CV/cover letters, interview prep, and discovering public jobs from ATS APIs.

jrootn/application-tracker-mcp

Facebook Publisher

by anthonyjbolo

Safe Facebook Pages publishing with brand-voice enforcement, image requirements, and anti-duplication checks.

anthonyjbolo/mcp-fb-publisher

major/pcp-mcp

by major

This server provides real-time system performance metrics via Performance Co-Pilot (PCP), enabling users to monitor CPU, memory, disk, network, processes and more through natural language queries.

major/pcp-mcp

Babushka Email MCP

by sambt94

Enables Claude Code to manage email inboxes via IMAP, including reading, categorizing, phishing detection, archiving, junking, and sending emails with user permission.

sambt94/babushka-email-mcp

Pantry2Plate

by starxfighter

Local GenAI application that presents recipes that can be made with the ingredients on hand.

starxfighter/Pantry2Plate

Cover Letter MCP Server

by andreacadonna

Generates professional PDF cover letters using LaTeX with advanced folder management capabilities. Integrates with Claude Desktop to create beautifully formatted cover letters with customizable organization by company, role, or industry.

AndreaCadonna/cover-letter-mcp

webhook-ai-mcp

by csoai-org

Webhook management and debugging. Validate signatures, log events, replay, and analyze webhook traffic.

CSOAI-ORG/webhook-ai-mcp

mcp-migration-tools

by simeptk

Provides AI-callable tools for modernizing legacy applications, including stack detection, API contract extraction, SQL to Flyway conversion, and migration effort estimation.

simeptk/mcp-migration-tools

weather-prediction-mcp

by vidhey1707

Provides real-time weather data, forecasts, and explainable predictions (umbrella, travel, city comparisons) via natural language, powered by Open-Meteo.

vidhey1707/mcp-agent

vies-smoother

by lucrumist

SLA'd EU VAT number validation for AI agents via VIES, with caching and circuit-breaking to handle flaky upstream, returning valid/invalid/unavailable responses.

Lucrumist/vies-smoother-mcp

cogvideox-drama-mcp

by lcy-fe-dev

An MCP server that turns drama scripts into storyboard shots and generates videos for each shot using Zhipu CogVideoX, returning timed download URLs. It can be integrated with MCP-compatible agents like LangChain, Dify, Cline, and Cherry Studio.

lcy-fe-dev/cogvideox-drama-mcp

IDAssistMCP

by symgraph

Enables LLM clients like Claude to interact with IDA Pro for binary analysis, decompilation, cross-references, patching, and more via 41 MCP tools, 8 resources, and 7 guided prompts.

symgraph/IDAssistMCP

upphandlat-mcp

by aerugo

MCP server to analyze data on public procurement in Sweden.

aerugo/upphandlat-mcp

paperSearch

by freddiewho

Enables AI coding agents to search academic papers, resolve biomedical entities, mine relations, and traverse citation graphs using Semantic Scholar and PubTator3, with local caching for reproducibility.

FreddieWho/SearchPaper

mori

by fjwood69

Mori (森) is a shared memory layer for AI coding agents — one that compounds.

fjwood69/mori

GeneChat MCP Server

by natecostello

A local-first MCP server that annotates whole-genome VCF files and lets you query pharmacogenomics, disease risk, and carrier status through natural language.

natecostello/genechat-mcp

SD + TTS MCP Server

by yyboling-commits

Exposes Stable Diffusion for text-to-image generation and GPT-SoVITS for text-to-speech synthesis as MCP tools, enabling image and audio generation via natural language.

yyboling-commits/mcp-sd-tts-server

rote

by trevhud

MCP server that exposes compiled rote pipelines as callable tools. The rote CLI compiles a proven agent skill into a deterministic workflow, and rote serve lets any MCP client trigger the deployed pipelines and poll their status.

trevhud/rote

WLST MCP Server

by sps-tech-is-now

MCP server for Oracle WebLogic Server administration using WLST, enabling server lifecycle, application deployment, monitoring, and diagnostics.

SPS-Tech-is-now/weblogic-mcp

OpenClaw Memory

by liuhao6741

Automatically records AI conversation turns and code changes to local Markdown files to provide persistent context across chat sessions. It enables AI agents to search history through MCP tools and provides a web viewer for browsing past discussions.

liuhao6741/openclaw-memory

Datastore MCP Server

by hashkrish

Enables AI assistants to interact with Google Cloud Datastore, allowing them to create, read, update, delete entities, and perform queries with filtering and ordering.

hashkrish/datastore-mcp

anyvm

by anyvm-org

Controls BSD and Illumos VMs using natural language commands.

anyvm-org/mcp

ModelScope MCP Server

by modelscope

Enables AI agents and chatbots to access ModelScope's ecosystem of AI resources, including image generation, resource discovery, and more through conversational interactions.

modelscope/modelscope-mcp-server

Code Search MCP

by yamadayoukai

Provides a code search service via MCP, allowing AI clients to perform fast, indexed searches across large codebases using Zoekt, with support for filters like repository, language, and path.

YamadaYoukai/CodeNavigator

kb-mcp-server

by code-runner-xx

将 pgvector 知识库检索能力封装为标准 MCP 服务器，支持 Tools、Resources 和 Prompts，使 Claude Desktop 等客户端可通过自然语言查询知识库。

code-runner-xx/kb-mcp-server

Quack MCP Server

by smhajimirzaei

An intelligent continuous integration server that provides automated Python code analysis, linting, and static type checking through the Model Context Protocol. It enables AI assistants to perform quality assessments and run tests using tools like pylint, mypy, and pytest.

smhajimirzaei/QUACK-MCP-SERVER

nr-mcp

by texan-nxtassist

Lets AI assistants interact with Node-RED to read flows, search nodes, edit function code, deploy changes safely, and manage modules.

Texan-NXTassist/nr-mcp

VideoContext MCP

by sakshamjain2301

Turns a YouTube video or allowlisted local video into a timestamped transcript, chronological timeline, and retrievable image resources for transparent media preprocessing.

sakshamjain2301/videocontext-mcp

ya-metrics-mcp

by mrkhachaturov

MCP server for Yandex Metrika analytics, enabling AI assistants to access traffic, content, demographics, conversion, e-commerce, and drill-down reports.

mrkhachaturov/ya-metrics-mcp

tiny-notion-mcp

by ayanot1

A lightweight Notion MCP server that minimizes token usage by returning Markdown instead of raw JSON, enabling efficient read/write operations on Notion pages.

AyanoT1/tiny-notion-mcp

Amazon Q Web Documentation Reader

by lumos-labs-hq

Enables intelligent navigation and extraction of documentation from websites, allowing Amazon Q to automatically discover relevant pages, extract clean content, and retrieve code examples from web documentation.

Lumos-Labs-HQ/amazon-q-docMCP

Facebook Ads Library MCP

by heymramit

A powerful MCP server for Facebook Ads Library that provides 15+ tools for competitive intelligence, creative analysis, and performance prediction, enabling users to search, monitor, and analyze advertising data.

heymramit/facebook-ads-library-mcp

Chrome DevTools MCP Server

by xrealsys

Provides comprehensive Chrome browser debugging capabilities including DOM inspection, network monitoring, console logs, JavaScript execution, breakpoint debugging, and screenshot capture for AI-assisted frontend development.

XRealSys/chrome-devtool-mcp

Website Scraper MCP Server

by traia-io

Extracts clean text content and metadata from website URLs using Beautiful Soup through a standardized interface for AI agents. It supports both Bearer token authentication and a blockchain-based pay-per-use protocol for flexible access.

Traia-IO/website-scraper-mcp-mcp-server

Personal Knowledge Base Q&A Agent

by flashcoder07

A local-first RAG system that indexes personal documents and enables querying them via an MCP tool, keeping data private with local embeddings.

flashcoder07/Personal_knowledge_base

Percepta MCP Server

by 0x-hewm

Provides browser automation, AI-powered analysis, visual processing, web scraping, automated test generation, and DevTools analysis capabilities. Supports multiple AI providers (OpenAI, Anthropic, Google, Ollama) for intelligent web interaction and data extraction.

0x-hewm/percepta-mcp

android-phone-mcp-server

by expoli

MCP server for controlling Android devices via semantic actions with verification, enabling any MCP client to interact with phones through natural language and structured tools.

expoli/android-phone-mcp-server

omni-computer-use

by jason26214

Enables Windows desktop automation via MCP, allowing AI agents to control mouse, keyboard, and screen capture with the same interface as Anthropic's computer-use tool.

Jason26214/omni-computer-use

job104-mcp

by mozzan

Searches 104 job listings with natural-language filters and retrieves full postings via MCP tools.

mozzan/job104-mcp

discord-mcp

by jaimenbell

MCP server over the real Discord REST API: 5 read-only tools plus 7 write tools gated off by default behind DISCORD_MCP_ENABLE_WRITE.

jaimenbell/discord-mcp

txt-to-md-mcp

by astly123

Enables writing text content to Markdown files with folder organization and overwrite control, and listing recent Markdown files.

ASTLY123/txt-to-md-mcp

commerce-validators

by vajdap

Provides real validation and live registry lookups for ecommerce and fintech workflows, including EU VAT, EORI, email domain, IBAN, ABA routing, and GTIN checks.

vajdap/commerce-validators-mcp