The MCP Trust Index.

MCP MD2PDF Server

by valyc0

Provides tools for converting Markdown content and files into professional PDF documents with full support for Mermaid diagrams and LaTeX rendering. It allows for high-quality output customization, including paper size, table of contents, and syntax highlighting styles.

valyc0/mcp-md2pdf

utm-helper-mcp

by arcadeai

MCP server for generating consistent UTM-tagged links based on an authoritative, version-controlled UTM specification.

ArcadeAI/utm-helper-mcp

gleif-mcp-server

by genaicpa

A Model Context Protocol server that provides access to the GLEIF REST API for querying legal entity information, LEI records, issuer details, and organizational relationships.

GenAICPA/gleif-mcp-server

Draw.io MCP Server

by rf-santos

Enables AI assistants to create, read, and manage Draw.io diagrams programmatically through natural language interactions.

rf-santos/drawio-mcp

mcp-rules-server

by camoran89

MCP server that provides code validation rules and analysis for various stacks/frameworks, enabling automated code reviews and reporting directly from VS Code and other editors.

camoran89/mcp-code-review

Zendesk MCP Server

by fitcloud

Enables AI agents to interact with Zendesk ticket data for customer support analysis and insights. It supports searching tickets by tags or keywords, retrieving ticket details, and analyzing agent performance and service trends.

fitcloud/zendesk-mcp

ChinaRxiv MCP Server

by jorgeguberte

Provides tools to search and retrieve papers, metadata, full text, figures, and PDFs from the ChinaRxiv preprint repository.

jorgeguberte/chinarxiv-mcp-server

Descartes

by pranjalbhatia710

Descartes is an MCP server that iteratively doubts and refines plans by grounding every assumption in real evidence, ensuring no unexamined assumption reaches the work. It helps users make more robust decisions by surfacing only the truly blocking questions.

pranjalbhatia710/descartes-mcp

News Fact-Checker MCP Server

by adityapawar327

Enables fact-checking of news headlines using Google Gemini AI and web search verification, and retrieves trending news topics from RSS feeds with comprehensive multi-source analysis.

adityapawar327/news-factchecker-mcp

Dice Roller MCP Server

by endikoci02

A Model Context Protocol (MCP) server that provides random dice rolling capabilities for AI assistants.

endikoci02/dice-roller-mpc-server

LabOps Agent MCP Server

by marianooss

MCP server that enables clinical lab staff to predict reagent stockouts, check inventory, create orders, and update inventory canvases directly from Slack.

Marianooss/Labops-Agent

gov-notice-mcp

by openit-mykim

Enables searching, summarizing, and recommending government and public institution notices based on a user profile, with tools for collection and analysis.

openit-mykim/gov-notice-mcp

Memory Palace

by jeffpierce

Persistent semantic memory for AI agents, enabling storage, semantic search, knowledge graph connections, and inter-instance messaging across conversations using local models via Ollama.

jeffpierce/memory-palace

claude-mcp-jira

by zcc-cddg-mx

Integrates Claude with Jira for corporate environments using an internal MCP server with SSE, supporting ticket creation, update, summarization, and listing via natural language commands.

zcc-cddg-mx/claude-mcp-jira

FCA MCP Server

by trailblazelabs

AI-powered regulatory intelligence for financial services, enabling conversational access to live FCA Register data through natural language queries.

trailblazelabs/fca-mcp

Airtable MCP Server

by davidminc

Enables Claude to interact with Airtable through a secure OAuth 2.1 flow, supporting operations like listing bases, tables, records, and creating records.

DavidMINC/airtable-mcp

Virtualize

by salus-ryan

Free, cross-platform VM orchestration for AI workflows with built-in MCP integration, sandboxed code execution, and compliance-ready architecture (SOC 1/2/3, HIPAA, ISO 27001).

salus-ryan/virtualize

jira-mcp

by nikitatsym

MCP server for Jira Cloud enabling issue tracking, comments, transitions, and attachments management through natural language.

nikitatsym/jira-mcp

holoviz-viz-mcp

by ghostiee-11

An MCP server that enables AI assistants to create interactive visualizations, perform statistical analysis, run auto-EDA, and build dashboards using the HoloViz ecosystem with self-contained HTML output.

ghostiee-11/holoviz-viz-mcp

disk-forensics-mcp-server

by jus1-c

A high-performance MCP Server for Disk Forensics that enables AI agents to analyze disk images through the Model Context Protocol.

jus1-c/disk-forensics-mcp-server

Log Analytics MCP Server

by bandarudheeraj

A Model Context Protocol server that enables AI agents to query Azure Log Analytics workspaces using KQL.

BandaruDheeraj/log-analytics-mcp-server

vibetutor-mcp

by peanutbutter1001

Personal AI tutor MCP that automatically generates structured coding practice materials based on coding context and local files.

PEANUTBUTTER1001/vibetutor-mcp

dataset-search-mcp

by hyeonseo2

Unified MCP server for discovering open datasets across Hugging Face, Zenodo, and Kaggle, with ranked search results and one-click Colab starter code generation.

hyeonseo2/dataset-search-mcp

Agent Orchestrator MCP Server

by csoai-org

A multi-agent task management system for AI applications that enables users to create agents with roles and capabilities, delegate tasks with trust-based routing, coordinate file access to prevent conflicts, and monitor performance through a unified dashboard.

CSOAI-ORG/agent-orchestrator-mcp

CVE MCP Server

by crypkachu

Enables CVE vulnerability lookup and search using the National Vulnerability Database (NVD), allowing users to retrieve detailed information about specific CVEs and search for vulnerabilities by keyword.

CrypKaChu/security-mcp-server

fusion360-mcp-server

by mycelia1

Enables AI assistants to generate Autodesk Fusion 360 Python scripts through natural language commands, using the Model Context Protocol (MCP) for tool calls and script generation.

mycelia1/fusion360-mcp-server

MCP Document & Task Server

by deepujain

Provides a document database with search, retrieval, and creation tools, and a task tracker with search and status filtering, enabling AI agents to manage documents and tasks via natural language.

deepujain/mcp-doc-server

Intelligent Form Collection MCP Server

by xiaoshi7915

Enables intelligent form data collection for mediation/dispute resolution services through conversational AI. Supports structured information gathering, real-time validation, and database storage with integration for Cursor, Dify, and other LLM platforms.

xiaoshi7915/mdtj-mcp-server

mcp-image-tools

by yyyy-tt

Enables AI agents to perform image processing tasks such as sprite sheet splitting, resizing, cropping, and batch operations on local images.

yyyy-tt/mcp-image-tools

thunderbird-mcp-server

by zxkjack123

Centralizes Thunderbird email operations as MCP tools: read, send, draft, search, attachments.

zxkjack123/thunderbird-mcp-server

5g-ddos-mcp

by core-ncsrd

Model Context Protocol server for real-time 5G DDoS detection and response.

core-ncsrd/5g-ddos-mcp

immich-photo-manager

by drolosoft

Manage your self-hosted Immich photo library through conversation — natural language search via CLIP, geographic album curation, duplicate detection with perceptual hashing,

drolosoft/immich-photo-manager

aletheia-mcp

by xenoroses

Secure multi-agent runtime validation engine with Docker sandbox execution and real-time supervisor auditing for LLM-generated code.

xenoroses/aletheia-mcp

Sales Dashboard

by dacdigital

Enables interactive sales data exploration within Claude through a dynamic dashboard with filterable charts and tables.

DACdigital/MCP-App-Demo

databricks-sql-mcp

by benkeeley9

Enables AI assistants to execute SQL queries and explore databases, tables, and catalogs on Databricks using Unity Catalog.

benkeeley9/databricks-sql-mcp

LinkedIn MCP Server

by pauling-ai

Enables natural language interaction with LinkedIn, including profile retrieval, job searching, messaging, and post engagement.

pauling-ai/linkedin-mcp-server

Airflow MCP Monitor

by rakhahafishsetiawan

Provides read-only monitoring of Apache Airflow DAGs, including listing active DAGs, fetching recent runs, and analyzing execution history and performance metrics.

RakhaHafishSetiawan/airflow-monitor-mcp

DeepL MCP Server

by alwayssany

Provides translation capabilities using the DeepL API, supporting text translation between numerous languages, rephrasing, batch translation, document translation, and language detection with formality control.

AlwaysSany/deepl-fastmcp-python-server

Open Mind

by hellothisworld

MCP server that builds a deterministic, source-traceable knowledge index of any codebase, enabling glossary lookup, code graphs, and exact-token search with every fact linked to its source file and line.

HelloThisWorld/open-mind

BrandCode Studio

by brand-system

Extracts brand identity from websites and Figma files into structured design tokens, brand policies, and AI-consumable guidelines.

brand-system/brandsystem-mcp

ExoSense MCP Server

by diodechain

Enables interaction with ExoSense IoT devices, sensors, groups, and assets via GraphQL, supporting device management and data queries through a Model Context Protocol interface.

diodechain/exosense-pymcp

projectmem

by riponcm

Local-first memory layer for AI coding agents. Captures issues, attempts, decisions, and cross-project library gotchas — your AI starts experienced, not amnesiac. Native MCP server verified across Claude Desktop, Cursor, Antigravity, and Codex. 100% local · no cloud · no telemetry · MIT.

riponcm/projectmem

fin-products-tools

by hyeonseo2

MCP server that provides tools to query Korean financial products (savings, deposits, pensions, mortgages, loans) via the FSS Open API, enabling search by company or product type.

hyeonseo2/fin-products-tools

tru8-mcp

by samyatessmith

MCP server for Tru8 Evidence Research that enables AI agents to submit claims or URLs and receive source-traced evidence organized by tier and type with element decomposition and relationship mapping.

SamYatesSmith/tru8-mcp

Notion Workflow MCP

by wauwaya

Enables personal workflow management by turning Notion into a task and knowledge system via slash commands and 19 integrated MCP tools. It supports project-based task tracking, subtask management, and automated note summarization directly through the Claude interface.

wauwaya/notion-workflow-mcp

MCP Code Checker

by marcusjellinghaus

MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvements.

MarcusJellinghaus/mcp_server_code_checker_python

groundwork

by des-sleigh

Enables AI agents to perform grounded web research with injection resistance, claim verification, and cost-aware routing through MCP tools like web_search, fetch_url, extract_claims, and check_grounding.

Des-Sleigh/groundwork

laravel-tasks

by alchiebinan21

MCP server that connects to a Laravel Tasks API, enabling AI assistants to perform CRUD operations on tasks.

alchiebinan21/task_management_mcp

Mining Rights Daily Agent

by shuxiabit

Generates Chinese mining rights daily briefs with data status and citation sources, integrating MCP tools for mining news, PDF resource extraction, and LME price queries.

Shuxiabit/mining-rights-daily-agent

gcalendar-mcp

by kfinkels

MCP server for managing Google Calendar reminders with time-based and location-based triggers, enabling creation, listing, and deletion of reminders.

kfinkels/gcalendar-mcp