The MCP Trust Index.

phenoforge

by colbyw5

Enables semantic retrieval and assembly of ICD-10-CM value sets from natural language descriptions for clinical cohort definitions.

colbyw5/phenoforge

Unreal Engine MCP

by ffzackfair92

An MCP server that lets an AI agent drive Unreal Engine 5: create projects, import assets, build levels and Blueprints, configure replication, compile C++, run Play In Editor and package the game.

FFZackFair92/unreal-engine-mcp

outlook-mcp

by lihaokun

MCP server for Outlook — enables AI assistants to access email, contacts, and calendars via Windows COM interface.

lihaokun/outlook-mcp

Nerq MCP Server

by nerq-ai

Provides trust scores, comparisons, and search for software entities, AI tools, packages, and MCP servers using Nerq's Trust Score system.

nerq-ai/nerq-mcp

Expense Tracker MCP Server

by simran-mehta

Enables AI assistants like Claude to manage personal expenses locally using SQLite. Supports adding, categorizing, summarizing expenses, setting budgets, and exporting data without cloud services.

simran-mehta/Expense-Tracker-MCP-Server

DecisionGraph MCP Server

by hieuchaydi

Enables preserving, querying, and managing engineering decisions with reasoning and evidence through CLI, HTTP API, and MCP tools.

hieuchaydi/DecisionGraph

hr-assist

by dishant1901-prog

Automates employee onboarding workflows for HR teams, enabling tasks like data entry and email notifications through natural language.

dishant1901-prog/GenAI-HRMS-MCP

Oseon-MCP

by sheetmetalconnect

Disclaimer: Educational demonstration only. TRUMPF Oseon is a trademark of TRUMPF Co. KG. No official affiliation.

SheetMetalConnect/Oseon-MCP

jdownloader-mcp

by swe-sanad

MCP server to drive a local JDownloader 2 instance through its entire download lifecycle, including adding links/containers, linkgrabber management, queue control, priority, force-start, progress tracking, and cleanup.

swe-sanad/jdownloader-mcp

Deferno MCP Server

by circuit-stitch

Exposes the Deferno task-manager backend to AI agents, enabling them to read, create, update, and manage tasks, habits, chores, events, and daily plans.

Circuit-Stitch/defernowork-mcp

UIWeaver MCP

by arindhimar

An AI-powered MCP server that generates production-ready React + Tailwind UI, 3D components, and full-stack integrations from natural language prompts inside Claude Desktop.

arindhimar/UIWeaver-MCP

SQL Server MCP

by shaharwiener

Provides secure, read-only access to Microsoft SQL Server with multi-layer protection, enabling safe query execution, schema discovery, and SQL script analysis through natural language.

shaharwiener/mcp-sql-server

pubmed-proxy-mcp

by dingyifei

MCP server for NCBI PubMed E-utilities with rate limiting, enabling article search, metadata retrieval, full-text access, BibTeX generation, and bibliography management.

dingyifei/pubmed_proxy_mcp

TickTick MCP Server

by iflow-mcp

Enables interaction with TickTick task management system through MCP, allowing users to view, create, update, complete, and delete tasks and projects via natural language.

iflow-mcp/jacepark12-ticktick-mcp

tinci-mcp

by liyb-gz

MCP server for Cantonese lyric writing, offering Jyutping romanization, tonal pattern analysis, and rhyming character lookup.

liyb-gz/tinci-mcp

mcp-abacus

by laszlopere

Pure-Python MCP server for type-faithful calculation — evaluate expressions under fixed-point, IEEE-754 double, or exact rational arithmetic, with every answer labelled with its precision (exact vs inexact).

laszlopere/mcp-abacus

sqlite-rag-mcp

by giuseppeferretti

Offline RAG MCP server that indexes documents into SQLite with hybrid vector and lexical search, and enables natural language queries via Claude.

giuseppeferretti/sqlite-rag-mcp

ScholarMind

by fengliangcheng-hfut

A multimodal academic research assistant for LLM Agent papers, enabling paper search, PDF/figure understanding, knowledge graph memory, learning paths, and reproducible experiments via MCP.

FengLiangcheng-hfut/AcademicAgent

Statistics Query and Verification MCP

by onsdigital

MCP server for answering questions about official statistics from a single publication URL, with tools to check query scope, retrieve overview, text, data files, and search.

ONSdigital/stats-query-mcp

srs-mcp

by klutometis

Enables agents to perform spaced-repetition learning with FSRS scheduling, including adding cards, reviewing due cards, and grading recall, using a headless SQLite or Postgres backend.

klutometis/srs-mcp

Heroku MCP Tool Search Server

by dsouza-anush

Enables dynamic tool discovery and loading for Claude using BM25, regex, and semantic search algorithms. It supports managing a catalog of over 10,000 tools with minimal context overhead and provides a REST API for tool management.

dsouza-anush/mcp-tool-search

TractorBeeam365 MCP

by ringosystems

A Model Context Protocol server that connects to Veeam Backup for Microsoft 365 to review backup configuration, find protection gaps, and optionally run jobs and restores with opt-in safety controls.

Ringosystems/TractorBeeam-MCP

Egile MCP Slide Deck Generator

by jpoullet2000

Enables creation of professional PowerPoint presentations with AI-generated content and images, supporting multiple LLMs and image services via MCP protocol.

jpoullet2000/egile-mcp-slidedeck

mcp-kicad-cli

by spectrasynq

Enables KiCad CLI automation via MCP, providing tools for ERC, DRC, BOM export, netlist export, Gerbers, drill files, STEP, IPC-2581, and GLB output.

SpectraSynq/mcp-kicad-cli

Halyard Knowledge Base MCP Server

by mqfarooqi1

Enables to search and retrieve chunks from a fictional library's documentation through three tools (kb_search, kb_fetch, kb_sources), allowing LLMs to perform RAG queries via the Model Context Protocol.

mqfarooqi1/agentic-rag-mcp

Bitunix MCP

by luiinventions

Enables Claude Code to trade on BitUnix exchange via the MCP protocol, supporting futures and spot trading with advanced order management, leverage, and TP/SL.

LuiInventions/Bitunix-MCP

MCP Refchecker

by jonasbaath

MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and CrossRef.

JonasBaath/mcp-refchecker

caselegis-mcp

by caselegis

Enables searching, retrieving, and checking citation status of California legal opinions via the Caselegis API.

caselegis/caselegis-mcp

Stock-MCP

by plydeen

Provides access to Massive (Polygon) market data including stock and options OHLCV bars as CSV, ticker search, and market movers via FastMCP.

Plydeen/Stock-MCP

duckdb-iceberg-mcp

by ys1173

Enables AI assistants to query Apache Iceberg tables on S3 via AWS Glue Data Catalog using DuckDB as the embedded query engine, supporting columnar Arrow reads with no data movement.

ys1173/duckdb-iceberg-mcp

UML Forge

by dave1362

13 AI-powered UML diagram tools for coding agents. Generates class, sequence, state, ER, threat model, deployment and architecture diagrams in Mermaid syntax. Works in Claude Code, Cursor and Windsurf.

dave1362/umlforge-connector

Webcam MCP

by pavel-kirienko

An MCP server that provides LLM agents with direct access to webcam hardware for capturing high-resolution photos and recording video sequences. It enables autonomous agents to monitor environments and interact with the physical world through standard Model Context Protocol tools.

pavel-kirienko/webcam_mcp

kira-mcp

by anmol202005

kira-mcp is a local MCP server that gives any MCP-compatible agent host full computer-use capabilities on the host machine, including screen perception with OmniParser and desktop automation.

Anmol202005/kira-mcp

LangChain & LlamaIndex Coding Assistant

by aadhil96

Provides real-time retrieval of official documentation for LangChain, LlamaIndex, and OpenAI. It enables context-aware coding by fetching the latest API references and guides directly into Claude via the Model Context Protocol.

aadhil96/mcp-coding-assistant

RollingGo Hotel MCP

by rollinggo-ai

Enables AI agents to search, compare, and book hotels worldwide through natural language, with real-time pricing and availability, plus price monitoring and order management.

RollingGo-AI/RollingGo-hotel-MCP-CN

mcp-server-fss-dart

by holon521

Enables AI agents to analyze Korean corporate filings from DART with token-efficient footnote parsing, financial anomaly detection, and historical stock price correlation.

holon521/mcp-server-fss-dart

tidy-mcp

by twarga

MCP server for Tidy, a backup and sync app. Enables AI agents to manage folder backups, schedules, and git sync operations via natural language.

Twarga/Tidy

Bible MCP

by parsifal295

Enables local-first semantic search and retrieval of Korean Bible verses using FAISS embeddings and full-text indexes. Supports exploration of biblical entities including people, places, and events with Korean-to-English query handling.

parsifal295/bible-mcp

mcp-minimax

by acedatacloud

MCP server for MiniMax H3 multimodal video generation. Enables text-to-video, image-to-video, and audio-guided video creation with async task retrieval and batch processing.

AceDataCloud/MinimaxMCP

pinterest-vision-mcp

by kreminskaya

MCP server that gives AI agents visual intelligence — search Pinterest, analyze images with LLM vision, build a semantic reference library, and retrieve by style or mood.

Kreminskaya/pinterest-vision-mcp

Voice-AGI MCP Server

by marc-shade

An advanced MCP server that provides stateful voice-controlled AGI capabilities with local STT, TTS, and intent detection. It enables users to execute tools, manage memory, and conduct research through natural multi-turn dialogue with low-latency performance tracking.

marc-shade/voice-agi-mcp

MCP Streamable HTTP Server

by ruhamacopilot

Enables exposing MCP tools over HTTP using Python and FastAPI, allowing AI assistants like Cursor to connect and use tools like web search, echo, and math operations.

RuhamaCopilot/mcp-streamable-http

API-to-MCP Converter

by aiagentkarl

Converts any REST API into MCP-compatible tools instantly by providing an OpenAPI/Swagger spec, enabling seamless integration with AI agents.

AiAgentKarl/api-to-mcp-converter

not-boring-resume-mcp

by gouzmi

Renders a YAML CV into a one-page PDF via notboringresume.cloud, optionally generating a cover letter adapted to the resume and job offer.

gouzmi/not-boring-resume-mcp

mcp-dlp

by aaravjain151

A data-loss-prevention (DLP) layer for AI agents that intercepts document reads, scans for sensitive data, and redacts or blocks it before it reaches the model, with audit logging.

aaravjain151/mcp-dlp

Office AI Blueprint MCP Server

by cardozoesaggioro

A connector that surfaces ~50 tools from 10+ integrated business systems (CRM, finance, support) via MCP, enabling an AI assistant to securely query and operate on correlated office data.

cardozoesaggioro/office-ai-blueprint

arxiv-mcp

by reinthal

Converts arXiv academic papers to Markdown format and provides tools for extracting arXiv IDs and generating URLs.

reinthal/arxiv-mcp-ng