The MCP Trust Index.

string-utils-ai-mcp

by csoai-org

Provides string utility operations via the MCP protocol, with built-in EU AI Act compliance.

CSOAI-ORG/string-utils-ai-mcp

CargoEffe MCP Server

by dollob

Connects AI assistants to CargoEffe for automated cargo loading plan design, offering tools to manage containers, cargo items, and load plans.

dollob/cargoeffe-mcp

Skip Hire Ai MCP

by csoai-org

UK skip hire compliance MCP. Provides Waste Carrier Registration, EWC codes, and consignment notes.

CSOAI-ORG/skip-hire-ai-mcp

docsearch

by allencomm

MCP server that enables searching and reading binary document files (PDF, DOCX, PPTX, XLSX, ODT, ODS, ODP, RTF, EPUB) using regex patterns and retrieving content by sections.

AllenComm/mcp-docsearch

ONS + Nomis MCP server

by brynmrgn

Provides access to UK economic, social, and labour-market statistics via the ONS beta and Nomis APIs, enabling discovery and retrieval of time series, datasets, and census data.

brynmrgn/ons-mcp

Joplin MCP Server

by darkflib

MCP server that provides standardized tools for querying and retrieving notes from Joplin personal knowledge manager through its API, enabling AI assistants to access and reference personal notes contextually.

Darkflib/mcp-joplin

Frame.io MCP

by aiscalestudio

Connects Claude to Frame.io to pull transcripts, post frame-accurate comments, list comments, and upload attachments.

aiscalestudio/frameio-mcp

spotify-mcp-server

by hightechif

Connects AI assistants to the Spotify Web API, enabling playback control, search, and recommendations.

hightechif/spotify-mcp-server

MCP NIF.PT

by ruicarvalho1

Enables querying and analyzing information about Portuguese companies using the NIF.PT public API. Supports searching by NIF, company name or city, checking company status, and identifying accounting-related businesses.

ruicarvalho1/MCP_Nif

grok-build-mcp

by guheng-re

MCP server that provides a single run_grok tool to execute Grok build agent tasks in a specified working directory, automatically reusing sessions and returning results with logs.

guheng-re/grok-build-mcp

refua-mcp

by agentcures

MCP server for biological protein design, folding, and affinity prediction using Refua tools, with optional support for ADMET, clinical simulation, preclinical planning, wet-lab automation, and more.

agentcures/refua-mcp

HubSpot MCP Server

by jiayuuwang

A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot CRM objects like contacts, companies, deals, and tickets.

JiayuuWang/hubspot-mcp

Minecraft MCP Server

by haishen668

Enables Minecraft server management via MCP, including command execution, plugin search, and file download, with a web-based configuration tool for easy integration with Trae IDE.

haishen668/minecraft_mcp_server

theseus-kit

by a2c-smcp

Open-source MCP server for inspecting, editing, templating, and publishing TFRobot configuration, with optional A2C-SMCP resources.

A2C-SMCP/theseus-kit

Pulse

by sudarshankomar

Enables AI agents to investigate and manipulate live network simulations via MCP, including protocol debugging and fault injection.

SudarshanKomar/pulse

docling-mcp

by mk20mm

MCP server wrapping Docling to give text-only LLMs document vision via tools for converting PDFs, images, and Office files to Markdown, extracting tables, OCR, and RAG chunking.

mk20mm/docling-mcp

uniprot-link

by berntpopp

An MCP server that grounds protein research in the UniProt SPARQL endpoint, providing tools for querying proteins, sequences, variants, diseases, and more via intent-named tools and raw SPARQL.

berntpopp/uniprot-link

Compact Prompt

by gtkcyber

This MCP server compacts prompts to save on token usage.

gtkcyber/compact_prompt

C++ Lectures MCP

by alexvozhak

Enables semantic search over transcribed C++ lecture fragments with clickable YouTube timestamps, allowing users to retrieve and cite specific moments from the videos.

Alexvozhak/cpp-lectures-mcp

HedgeDoc MCP Multitenant Proxy Server

by homeserverhq

A secure, multi-tenant MCP server that proxies AI assistant requests to the HedgeDoc API, exposing 27 tools for full CRUD operations and permission management across notes, media, and profiles.

homeserverhq/hedgedoc-mcp

EzBookkeeping MCP Server

by theanirudhvyas

Enables AI assistants to interact with EzBookkeeping for personal finance management through natural language, including adding transactions, checking balances, and generating reports.

theanirudhvyas/ezbookkeeping_mcp_server

Codex Visio Replica

by leobeckham-162632

A local-first toolkit that rebuilds reference images as editable Microsoft Visio shapes via two MCP servers for image QA and Visio COM rendering.

Leobeckham-162632/codex-visio-replica

md2doc

by yorick-ryu

An MCP server that converts Markdown text to DOCX format using an external conversion service. It supports custom templates, multi-language output, and provides flexible file handling for both local and cloud-based deployments.

Yorick-Ryu/md2doc-mcp

Grammar Fix AI MCP

by csoai-org

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

CSOAI-ORG/grammar-fix-ai-mcp

MCP-Chatbot

by puka-jpg

Puka-jpg/MCP-Chatbot

Swiss Truth MCP

by swisstruthorg

Verified knowledge base for AI agents. Stop hallucinations with certified, source-backed facts. Covers Swiss law, health, finance, climate, AI/ML, and more. 8 tools, no API key needed, public and free.

swisstruthorg/swiss-truth-mcp

dida365-agent

by linhai0872

MCP server that enables AI agents to manage Dida365/TickTick tasks, projects, tags, and habits through natural language, with full CRUD, search, and advanced V2 capabilities.

linhai0872/dida365-agent

Illustrator MCP Vectorizer

by yingy-buxing

Enables AI agents to automate Adobe Illustrator, converting bitmap artwork into editable .ai files, running ExtendScript, and capturing the Illustrator window for visual QA.

yingy-buxing/illustrator-mcp-vectorizer

Memory MCP Server

by neige-neige

A generic MCP memory service that provides AI clients with long-term memory capabilities, including semantic search, categorization, and priority management. Supports both local JSON and cloud PostgreSQL storage.

Neige-Neige/Memory-Defrost

MCP JustWatch Server

by kkrizka

Enables searching for movies and TV shows and retrieving streaming availability data across multiple platforms and countries.

kkrizka/mcp-justwatch

invest-gate-ksa

by samix2026

Enables conversational querying of structured, source-linked datasets about investing in Saudi Arabia, including fees, sectors, and SEZs, through 8 MCP tools.

Samix2026/invest-gate-ksa

semantic-image-search-mcp

by casey-hemingway

Enables natural language search of local photo archives using AI-powered semantic understanding, with integration into Claude Desktop via the Model Context Protocol.

Casey-Hemingway/semantic-image-search-mcp

Structured

by alvin0412

MCP server and CLI tool for the Structured task management app, enabling AI-driven task creation and management via browser store integration.

alvin0412/structured-cli

Clinical MCP Server

by dianapopovici

A governed, audited Model Context Protocol server that provides AI agents with secure, read-only access to a clinical knowledge base through least-privilege tools, policy validation, and append-only audit logging.

dianapopovici/clinical-mcp-server

arxiv-semantic-search-mcp

by icyclv

A lightweight MCP server for querying arXiv with semantic and keyword search, supporting natural language queries and structured filters.

icyclv/arxiv-semantic-search-mcp

codex-mcp-agent

by 1worldcapture

Enables Claude Code, Cursor, and other AI tools to call OpenAI Codex for task execution, with safe and writable modes.

1WorldCapture/codex-as-mcp

multi_mcp_rl

by sujit-khanna

sujit-khanna/multi_mcp_rl

book-notes-mcp

by ayush1298

MCP server for processing raw book notes into structured, searchable knowledge using embeddings and semantic search.

ayush1298/book-notes-mcp

cloudscraper-mcp

by llmtooling

Enables AI agents to bypass Cloudflare protection and scrape web content, returning clean Markdown with smart chunking and file export.

LLMTooling/cloudscraper-mcp-server

MCPizza - Enhanced

by dshanklin-bv

An educational MCP server that enables users to browse Domino's menus, find coupons, and configure customized pizza orders via natural language. It demonstrates complex tool orchestration and real-time API integration for order validation and pricing, though final placement is limited by CAPTCHA.

dshanklin-bv/mcp-pizza

VulnMCP

by vulnerability-lookup

An MCP server for vulnerability management that provides tools for automated severity and CWE classification using NLP models. It enables AI agents to query the Vulnerability Lookup API for detailed CVE information and search for security vulnerabilities across various sources.

vulnerability-lookup/VulnMCP

Clinical Trials Data Server

by plainyogurt21

Provide structured access to ClinicalTrials.gov data for searching, retrieving, and analyzing clinical trial information. Enable multi-parameter searches, detailed trial retrievals, and statistical analyses to support medical research and healthcare decision-making. Deliver robust error handling and flexible field selection to optimize data responses.

plainyogurt21/clintrials-mcp

csv-analyzer-mcp

by gakuji3

Enables AI assistants to analyze CSV files by providing statistical analysis and structural summaries via MCP tools.

Gakuji3/csv-analyzer-mcp

MCP UseCase Function Server

by sankethsura

Triggers predefined functions based on specific usecases including data analysis, text processing, mathematical calculations, file operations, and web request simulations through natural language prompts.

sankethsura/mcp-server-test

groundcheck

by offquestxo

An MCP server that lets any AI agent evaluate RAG outputs -- faithfulness scoring, hallucination detection, and retrieval quality metrics -- with zero API keys, using MCP sampling.

offquestxo/groundcheck

Skyscanner MCP Server

by shadyvb

Enables flight and airport search capabilities through Skyscanner, allowing users to find flight options, compare prices, and locate airports using natural language.

shadyvb/mcp-skyscanner

RAG Notes Search MCP Server

by rohith0224

Enables semantic search over personal study notes by exposing a vector search tool that Claude Desktop can call to retrieve relevant note content and synthesize grounded answers.

rohith0224/rag-mcp-server