The MCP Trust Index.

paper-search

by its-antony

Enables searching, downloading, and exporting academic papers from 20+ scholarly sources including arXiv, PubMed, and Semantic Scholar. Supports multi-source concurrent search, citation network tracing, and export to CSV, RIS, and BibTeX.

its-antony/paper-search

Universal Dev MCP

by kallusuvaidyam

Connects Claude AI to any development project (Django, Next.js, Laravel, etc.) with 15+ universal tools for shell, file, git, logs, Docker, tests, and more.

kallusuvaidyam/universal_mcp

Bilibili MCP Server

by 12qw3er4ty5u-collab

An MCP server powered by public Bilibili APIs so AI agents can search videos and read public video and creator metadata.

12qw3er4ty5u-collab/bilibili-mcp-server

Garmin Open MCP

by limited

Unofficial MCP server bridging Garmin Connect to MCP clients and ChatGPT, providing tools to access health data, activities, and trends via a self-hosted API.

limited/garmin-connect-mcp

dental-ai

by kannaseka

Enables AI-powered dental X-ray analysis and treatment planning using YOLOv11 and clinical guideline RAG, integrated with MCP for use with Claude and other AI assistants.

Kannaseka/Dental-AI-Treament-Planner

ctx-gen-mcp

by liubinmaster

Generates progressive-disclosure code context documentation (L0/L1/L2/L3) for large projects, helping AI coding agents understand codebases efficiently.

liubinmaster/ctx-gen-mcp

mcp-tools-server

by mani9333

An MCP server that provides developer knowledge and utility tools including local documentation search, text summarization, safe arithmetic calculation, unit conversion, and knowledge-base resources.

Mani9333/mcp-tools-server

EIA MCP Server

by zen-tradings

Provides access to U.S. Energy Information Administration (EIA) data, covering electricity grid operations, retail sales, and natural gas production metrics. It enables natural language querying of energy market statistics, infrastructure profiles, and real-time balancing authority data.

zen-tradings/eia-mcp

uiautomation-mcp

by miloira

Enables AI assistants to inspect and automate Windows desktop UI elements by exploring UI trees, checking properties, performing actions like clicking and typing, and generating Python automation scripts.

miloira/uiautomation-mcp

nudge-doc

by londonbella-cpu

Converts Markdown to Feishu documents and sends a private chat card to nudge the user.

LondonBella-cpu/nudge-doc

pwndbg-mcp

by rocketmadev

An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF pwn challenges.

RocketMaDev/pwndbg-mcp

web-clipper-mcp

by achenglike

Enables clipping web pages to Markdown with local images, supporting CSS selectors and content analysis.

achenglike/web-clipper-mcp

SEAO procurement-intelligence MCP server

by e112222

A read-only Model Context Protocol server that lets an LLM analyst interrogate Quebec's SEAO public-procurement open data (security-services subset) in plain language.

E112222/SEAO_MCP

cjt2mcp

by hkxiaoyao

Converts Chanjet T+ OpenAPI into MCP endpoints, enabling AI clients to query inventory, archives, and sales/purchase orders from T+ systems.

hkxiaoyao/cjt2mcp

sample-agent-skills-for-builders

by aws-samples

A curated collection of ready-to-use agent skills covering AWS development, security scanning, testing, and AI coding workflows.

aws-samples/sample-agent-skills-for-builders

pathways-mcp-server

by claude-marie

Exposes health segmentation data from the Pathways platform, enabling natural language queries about population segments, metrics, and geographic distributions across countries like Senegal and Kenya.

claude-marie/pathways-mcp-server

Code Index

by achreftlili

SQLite-backed hybrid search combining vector embeddings and full-text search for code repositories.

achreftlili/code-index

QuantConnectMCP

by thefractalyst

MCP server providing 100% offline access to QuantConnect/Lean documentation with semantic search, code validation, repair, and scaffolding tools for AI coding assistants.

TheFractalyst/QuantConnectMCP

hetzner-mcp

by devinoldenburg

Model Context Protocol server for full Hetzner Cloud + Storage API automation. Exposes all official Hetzner operations as MCP tools so AI agents can manage servers, networking, load balancers, firewalls, volumes, DNS zones, and storage boxes from one server.

devinoldenburg/hetzner-mcp

Notification AI MCP

by csoai-org

Notification AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/notification-ai-mcp

Grain MCP Server

by eadm

Enables browsing, retrieving, and downloading meeting recordings and transcripts from Grain via browser automation, bypassing the need for enterprise API access.

eadm/grain-mcp-server

perplexica-mcp

by thetom42

MCP server for Perplexica

thetom42/perplexica-mcp

Document Tools

by sunilrana1978

Enables document conversion and processing through an MCP server interface for AI assistants.

Sunilrana1978/MCP

gmail-mcp

by yerayrodri

MCP server for Gmail with full read/write coverage: search, send, reply, drafts, labels, filters, vacation responder, auto-forwarding, signature, and attachment handling (download and PDF export). Uses the Gmail API with the gmail.modify scope to prevent permanent deletion, and requires explicit confirmation for sensitive actions.

YerayRodri/gmail-mcp

vector-mcp

by craftingcodegig

Integrates RAG into AI agents via MCP Server, supporting multiple vector database technologies for collection management and search operations.

craftingcodegig/vector-mcp

Zotero MCP Server

by awsl5714

Enables LLM-powered tools to interact with Zotero academic libraries, including searching papers, adding arXiv papers, updating metadata, and generating literature reviews.

awsl5714/zotero-mcp-server

Day One MCP Server

by benlen10

Read-only MCP server for Day One journal on macOS, enabling search and browsing of entries, photos, and metadata.

benlen10/dayone-mcp

SonarQube MCP Server

by joaobatistajuniortr

Enables access to SonarQube code quality analysis through MCP, including issue searching, metrics retrieval, and quality gate status.

JoaobatistaJuniorTR/mcp-sonar

GasBuddy MCP Price Tracker

by jimmytwei

Scrapes real-time gas prices from GasBuddy.com to find the cheapest fuel in any US city or zip code.

jimmytwei/gasbuddy-mcp-price-tracker

mcp-ip2whois

by ip2whois

A Model Context Protocol (MCP) server that provides comprehensive WHOIS lookup capabilities using the IP2WHOIS API. This server allows AI agents to query domain registration details, including expiry dates, registrar information, and registrant data.

ip2whois/mcp-ip2whois

GPT Researcher MCP Server

by deepresearch329-debug

Enables deep web research and report generation through an MCP interface, providing tools for comprehensive research, quick search, and source management.

deepresearch329-debug/gptr-mcp

Omni-mcp

by benoit-sigwald

Omni-mcp is a unified Model Context Protocol gateway combining the Behavioral Profiler BP v3 forensic analysis engine, Prisme engine, and dynamic Meta-Skills routing, with PostgreSQL 18 persistence on Oracle Cloud Infrastructure, exposing MCP tools for forensic behavioral profiling, profile management, and dynamic tool routing.

benoit-sigwald/omni-mcp

Pomodoro AI MCP

by csoai-org

Pomodoro AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/pomodoro-ai-mcp

PDF Tools MCP Server

by lockon-n

A comprehensive tool server for reading, merging, and extracting content from PDF files via local paths or direct URLs. It enables metadata retrieval, regex searching, and page-specific text extraction with built-in caching and workspace-restricted security.

lockon-n/pdf-tools-mcp

konquest-meta-ads-mcp

by brandu-mos

57-tool supervised Meta Ads MCP server for Claude Code. Open-core: full CRUD, multi-asset ads, targeting, diagnostics, safety gates. Premium adds 41 tools: optimization engine, vault intelligence, copy generation.

brandu-mos/konquest-meta-ads-mcp

vs-mcp-server

by kimkun07-k

Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file management, building, debugging, and breakpoint operations directly from Claude Code.

kimkun07-k/vs-mcp-server

icloud-mcp

by mike-tih

MCP server for iCloud integration, providing tools for managing calendars, contacts, and email.

mike-tih/icloud-mcp

code-intel

by nairraf

Provides semantic code search and code insights via a knowledge graph, enabling AI to understand, navigate, and modify complex projects with deep dependency and architecture analysis.

nairraf/code-intel

Preference Memory MCP

by efficjump

A local, provider-neutral MCP server that turns user corrections into scoped, reviewable, and safely retrievable preference memory.

efficjump/preference-memory-mcp

ArXiv MCP Server

by freyzo

Enables AI assistants to search arXiv's research repository, download papers, and access their content programmatically. Includes specialized prompts for comprehensive academic paper analysis covering methodology, results, and implications.

freyzo/arxiv-deep-research

MCP数据库查询服务

by crablduck

一个基于Model Context Protocol的SQLite数据库查询服务，为AI应用提供标准化的数据库访问、安全的SQL查询执行以及表结构预览功能。

crablduck/mcp_database

Competitive Programming Mentor MCP Server

by sami-codeai

Provides 23 modular tools for competitive programming, including problem analysis, algorithm planning, code generation, verification, testing, code review, and learning assistance.

SAMI-CODEAI/MCP-Server-For-Competitive-Programming

coach-mcp

by snoozelieb

An AI training coach MCP server that integrates with Garmin Connect to provide science-based load management, code-enforced injury gates, and persistent coaching memory, keeping data local.

snoozelieb/coach-mcp

ssh-mcp

by ifindv

Enables LLMs to interact with remote servers via SSH, supporting command execution, file upload/download, and directory listing.

ifindv/ssh-mcp

TMDB MCP Server

by simentob

Provides Claude AI with direct access to The Movie Database (TMDB) for searching movies, trending content, and reviews through natural language.

simentob/movies-mcp-server

FindIt

by ksdeshappriya

Enables web search and content extraction using Google's search engine, with customizable parameters for result count, content type, time range, and domain filtering.

KSDeshappriya/findit-mcp

shodan-mcp

by radeksh

Enables searching Shodan for devices and services, and looking up host details, through natural language.

radeksh/shodan-mcp