The MCP Trust Index.

FixFlow

Collective memory for AI agents. One agent solves a bug - every agent in the world gets the fix instantly.

MagneticDogSon/fixflow-mcp

SAF-T Portugal

Parses and validates Portuguese SAF-T XML tax audit files with schema validation, business rule compliance, and executive reporting for Portuguese tax workflows.

bloomidea/saft-mcp

FORGE Docs MCP Server

Forge is an advanced 3D Gaussian Splatting renderer for THREE.js

angrypenguinpng/forge_docs_mcp_server

gcal-mcp

A Google Calendar MCP server that provides comprehensive tools for managing calendars, events, and settings using OAuth2 authentication via the Dedalus framework. It enables users to perform operations such as event scheduling, searching, and free/busy queries through natural language interfaces.

dedalus-labs/gcal-mcp

SciX Client

Enables AI assistants to interact with the SciX (formerly NASA ADS) API to search scientific literature, export citations, and analyze bibliometric data. It supports advanced tools for managing libraries, resolving astronomical object names, and exploring citation networks.

yipihey/scix-client

ChatGPT Memory MCP Server

Since ChatGPT has memory it becomes a valuable data source for other models; facilitating a shared memory outside of a single model provider

NamanSharma5/chatgpt_mcp_server

VSCode Internal Commands

VSCode extension that exposes VSCode's internal commands and functionality, enabling direct control of the editor environment for automated refactoring, code generation workflows, extension management, and editor automation.

bestk/vscode-internal-command-mcp-server

mcp-server-for-powershell

Unofficial Powershell MCP server

danielklecha/mcp-server-for-powershell

vidMagik-mcp

A comprehensive MCP server providing an interface to MoviePy for professional-grade video editing, compositing, and special effects. It exposes over 70 tools for video transformations, audio processing, and automated scene analysis directly through MCP-compatible clients.

vizionik25/vidmagik-mcp

Meme Generator MCP

Generates custom memes with text overlays using pre-configured templates. Supports multiple meme formats with customizable text positioning, fonts, and automatic word wrapping.

t0ster/meme-generator-mcp

ndpsc-case-search-mcp

Provides programmatic access to North Dakota Public Service Commission case records, dockets, and documents. Users can search cases by jurisdiction or status and extract text directly from regulatory PDF filings.

HardMCP/ndpsc-case-search-mcp

vanshikaaa01/nse-bse-mcp

An MCP server that provides comprehensive Indian stock market data from the NSE and BSE, including live quotes, historical trends, and fundamental analysis. Users can compare stock performance, track major indices, and access financial statements without the need for an API key.

vanshikaaa01/nse-bse-mcp

grounded-mcp

Provides real-time data for package versions, download counts, and cloud service statuses across npm, PyPI, and various service providers. It enables users to perform technical lookups and monitor service uptime through natural language commands.

nghizas/grounded-mcp

LunaTask MCP Server

An unofficial bridge that enables AI models to interact with the LunaTask API for managing tasks, notes, journal entries, and contacts. It supports creating and updating productivity data while respecting LunaTask's end-to-end encryption for sensitive fields.

tensorfreitas/lunatask-mcp

CommonTrace MCP Server

Connects AI coding agents to a shared knowledge base by allowing them to search, retrieve, and contribute coding traces. It acts as a protocol adapter for the CommonTrace API, facilitating collaborative knowledge sharing through natural language queries and tool-based interactions.

commontrace/mcp

RateMySupervisor_MCP

An MCP server that provides access to supervisor evaluations and ratings from urfire.com, allowing users to query academic advisors by name, university, or department. It features intelligent fuzzy matching for supervisor names in both Chinese and Pinyin to ensure accurate search results.

CJL196/RateMySupervisor_MCP

UNHCR Population Data MCP Server

MCP server provides access to UNHCR RDF

rvibek/mcp_unhcr

mcp-impo

MCP server for accessing Uruguay's IMPO open data API with SQLite caching. Provides tools to retrieve legal norms, search regulations, and access schema documentation from Uruguay's official legal database.

daedalus/mcp-impo

MinerU MCP Server

Exposes the MinerU document-to-markdown API as MCP tools for converting PDF, Word, PPT, and images into Markdown. It supports both local and remote file processing with integrated OCR capabilities for multiple languages.

Tongzhao9417/mineru_mcp

GhostDesk

A virtual Linux desktop as an MCP server, shipped in Docker. Agents drive screen, mouse, keyboard across any GUI — browsers, IDEs, office suites, Wine/Windows apps, legacy software — many in parallel.

YV17labs/GhostDesk

Nash-Arena

Chess and Card Game Arena For LLM

yyyhy/nash-arena

LLM Wiki Kit

Enables creation of persistent, compounding knowledge bases using Karpathy's LLM Wiki pattern with LLM-maintained markdown wikis. Supports automated ingestion, cross-referencing, synthesis, and linting of sources as an alternative to traditional RAG systems.

iamsashank09/llm-wiki-kit

freshprobe

Data freshness verification for AI agents. Probes endpoints for HTTP cache staleness, latency percentiles, content fingerprinting, TLS certificate health, DNS timing, and redirect chains. Returns deterministic FRESH/STALE/UNKNOWN JSON verdicts with policy evaluation and NIST AI RMF mapping.

Sudhan30/freshprobe

godotlens-mcp

An MCP server providing 15 semantic analysis tools for GDScript, powered by Godot's built-in Language Server.

pzalutski-pixel/godotlens-mcp

EasyOCR MCP Server

An MCP server that provides OCR capabilities using the EasyOCR library, supporting over 80 languages and GPU acceleration. It enables processing images from base64 strings, local files, or URLs with options for text-only or detailed coordinate and confidence output.

WindoC/easyocr-mcp

MOSTLY AI MCP Server

Enables LLM agents to interact with the MOSTLY AI Platform for generating synthetic data, including training generators, managing data connectors, executing queries, and generating synthetic datasets with OAuth 2.1 authentication.

mostly-ai/mostlyai-mcp-server

ContextKeep

Provides infinite long-term memory for AI agents with persistent, searchable storage of project details, preferences, and snippets. Reduces token costs by retrieving only relevant memories while keeping all data stored locally.

mordang7/ContextKeep

Vedaksha

Vedaksha MCP Server Astronomical ephemeris and Vedic astrology computation for AI agents via the Model Context Protocol.

arthiqlabs/vedaksha

hive

Context infrastructure for AI-assisted development — on-demand Obsidian vault access via MCP

mlorentedev/hive

vphone-mcp

Enables programmatic control and AI-driven E2E testing of iOS virtual machines by exposing display, touch input, and navigation tools. It provides hardware key emulation, app navigation, and raw touch interactions with inline screenshot feedback for real-time visual context.

pluginslab/vphone-mcp

Label Studio MCP Server

An MCP server for playing Minesweeper

HumanSignal/label-studio-mcp-server

Gigaplexity

Integrates GigaChat with web search capabilities, providing ask, research, and reason tools with file attachment support.

alexsvdk/gigaplexity-mcp

MCP Template

A generic template for developing MCP servers with basic examples including echo tool, server info resource, and greeting prompt. Provides a starting point for building custom MCP servers with Bun.

masseater/scrapbox-mcp

akshare_mcp

AKShare的MCP Server

wukan1986/akshare_mcp

CNKI MCP Server

Enables AI agents to search and retrieve academic papers from China National Knowledge Infrastructure (CNKI), supporting various search types including subject, keyword, author, and DOI lookups.

h-lu/cnki-mcp

DROMA MCP Server

Enables natural language interactions with cancer pharmacogenomics data through the DROMA platform, supporting drug-omics association analysis, dataset management, molecular profile loading, and treatment response analysis across multiple research projects.

DROMA01/DROMA_MCP

BioContext Knowledgebase

Provides unified access to over 20 biomedical databases and research tools including protein databases (UniProt, AlphaFold), genomics resources (Ensembl, KEGG), literature search (Europe PMC, Google Scholar), clinical data (ClinicalTrials.gov, OpenFDA), and ontologies (Gene Ontology, EFO, ChEBI) for researchers and bioinformatics teams.

biocontext-ai/knowledgebase-mcp

MCP Server ODBC via PyODBC

A simple MCP ODBC server using FastAPI, ODBC and PyODBC.

OpenLinkSoftware/mcp-pyodbc-server

rednote_mcp

MCP Server for the Rednote(xiaohongshu), supporting various operations.

wuzufeng/rednote_mcp

mcp-gsuite MCP server

MCP Server to interact with Google Gsuite prodcuts

MarkusPfundstein/mcp-gsuite

Task Context MCP Server

Enables AI agents to autonomously manage and improve execution processes for repetitive task types by storing reusable task contexts with associated artifacts (practices, rules, prompts, learnings) and providing full-text search across historical best practices.

l0kifs/task-context-mcp

MCP Google Workspace Integration

A lightweight MCP Server for integrating Google Docs, Sheets, and Slides with custom applications. Enables seamless document management, real-time collaboration, and API-based automation.

dev-ithitchhiker/mcp-google-docs

macinput

An MCP server for macOS that enables AI agents to control the desktop GUI through keyboard input, mouse actions, and screen captures. It provides stable low-level primitives for UI automation and agent-driven desktop workflows.

Sigma711/macinput

Vidu MCP

Provides access to Vidu's video generation models for creating high-quality videos from text, images, and reference content. It enables users to generate creative video content directly within MCP-compatible applications like Claude and Cursor.

shengshu-ai/vidu-mcp

NewebPay

Processes payments through the NewebPay Taiwanese payment gateway API.

asgard-ai-platform/mcp-newebpay

HomeOps MCP Server

A Model Context Protocol server for home infrastructure management that provides a unified API for Docker and Emby. It enables users to monitor containers, manage media sessions, and search libraries through an extensible adapter-based architecture.

wolffcatskyy/homeops-mcp

TWI (Text-to-Image)

Integrates with machine learning models through the transformers library to generate images from text prompts with robust data validation and processing capabilities.

bigosprite/mcp-python-twi

Clickhouse MCP server

An MCP server implementation that enables Claude AI to interact with Clickhouse databases.

burakdirin/clickhouse-mcp-server

kite-mcp

Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for holdings, orders, quotes, GTT triggers with automated TOTP login.

aranjan/kite-mcp

Document Q&A MCP Server

A Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.

SY-MR-CODER/MCPDocumentChat-main