The MCP Trust Index.

ourgroceries-mcp

by sargue

Manage grocery lists on OurGroceries.com via CLI or MCP, supporting item operations, list management, and natural-language resolution.

sargue/ourgroceries-mcp

Seoul Air Emission Facility MCP

by hlucent

Enables natural language queries of Seoul's air pollutant emission facility permit data from the Seoul Open Data Platform, including facility search, detailed lookup, and status enumeration.

hlucent/air-emission-facility-mcp

Zotero Agent

by psiqaq

An MCP server that embeds into Zotero, enabling AI agents to search, manage, enrich metadata, import papers, and automate research workflows through 42 tools including PDF retrieval and annotation synthesis.

psiQAQ/zotero-agent

ytbrain

by eli-xir

MCP server for turning YouTube channels into a queryable local knowledge base. Enables BM25 search and extractive Q&A over captions with timestamped citations.

Eli-xir/ytbrain

agents-chat-mcp

by gitbyeos

基于MCP协议的聊天桥接服务器，允许多个AI Agent接入同一个聊天室进行对话协作。

gitByEOS/agents-chat-room

codex-hermes-mcp-bridge

by yejuntian

Provides an isolated MCP bridge giving Codex Hermes-style long-term memory, checkpoints, and optional tools, while keeping Hermes and Codex data read-only and requiring human approval for skill proposals.

yejuntian/codex-hermes-mcp-bridge

data-detroit

by pipeworx-io

Provides access to Detroit open data via ArcGIS REST API, enabling querying and analysis of municipal datasets through natural language or direct tool calls.

pipeworx-io/mcp-data-detroit

scifinder-route-mcp

by kettly1260

MCP server for indexing and searching reaction-step-level synthesis routes from local SciFinder exports, designed for Docker/NAS deployment.

kettly1260/scifinder-route-mcp

agent-memory

by lolaplex

Provides a local markdown-based memory system for coding agents through MCP, enabling search, add, register, inventory, sync, and ingest operations across user and project memory. It gives any agent tool a durable, provider-agnostic shared memory stored in folders you own.

Lolaplex/agents-memory

AMPERA Mission Control MCP

by javierchira-amp

Enables Claude to interact with AMPERA Mission Control to read and write organizational data (initiatives, tasks, risks, decisions, etc.) with role-scoped permissions via the Mission Control REST API.

javierchira-amp/ampera-mission-control-mcp

mo-dmv

by pipeworx-io

Provides Missouri DMV license office data including addresses, hours, contract agents, and daily-refreshed closure dates.

pipeworx-io/mcp-mo-dmv

dynalist-mcp

by wawworld

A Model Context Protocol server that enables AI assistants to read, write, search, and organize Dynalist documents programmatically.

wawworld/dynalist-mcp

browser-ocr-mcp

by ismapik

Extracts text from images and browser screenshots locally using Tesseract.js, without sending image data to the LLM.

Ismapik/browser-ocr-mcp

witch-journey-mcp

by inque-loic

Enables AI assistants to control the game 'Witch's Apocalyptic Journey' through in-game automation, providing tools for UI interaction, state inspection, and decision planning.

Inque-Loic/witch-journey-mcp

노리톡 버디

by xrissohn

노리톡 버디는 카카오톡 안에서 대화하는 성장형 AI 캐릭터 친구입니다. 사용자의 기분, 목표, 관심사를 바탕으로 오늘의 작은 미션과 응원 메시지를 제공하고, 미션 완료에 따라 캐릭터가 함께 성장하는 Agentic 캐릭터 경험을 제공합니다.

xrissohn/nori-buddy-mcp

MCP Gateway

by panossalt

A production-grade platform that connects AI assistants to internal databases and filesystems through a single authenticated endpoint. It features role-based access control, SSO integration, and built-in tools for querying SQL databases and managing files with full audit logging.

PanosSalt/MCP-Gateway

nest-mcp-learning-server

by mohamedalalwan-penny

A read-only MCP server that teaches how to expose documentation as a resource and safe operations as tools, using JSONPlaceholder as the data source.

mohamedalalwan-penny/nest-mcp-learning-server

transcribe-mcp

by soboljem

Transcribe audio/video URLs and detect silence for cutting, with pay-per-call billing in USDC via x402, no account or API key required.

Soboljem/transcribe-mcp

MCP Lab Workshop Server

by mattdmitch

An educational MCP server that controls a live dashboard on Cloudflare Workers, enabling real-time toggling of features, updating stats, and setting messages via 8 MCP tools.

MattDMitch/mcp-lab-workshop

endoflife-mcp

by endoflife-ai

Software end-of-life intelligence for AI agents: EOL dates, support timelines and 0-100 upgrade risk scores for 480+ products. Check whether a version is still supported, score its risk, or audit an entire stack.

endoflife-ai/endoflife-mcp

claude-cli-mcp

by nayagamez

Wraps Anthropic Claude Code CLI as tools, allowing MCP clients to invoke headless Claude Code sessions.

nayagamez/claude-cli-mcp

mcp-server-saxo

by borgels

Enables interaction with Saxo Bank OpenAPI for trading, portfolio management, market data, and account operations through natural language.

borgels/mcp-server-saxo

gmail-mcp

by symbolstar

Enables reading Gmail emails through the Model Context Protocol, supporting listing, searching, and retrieving email details with OAuth 2.0 authentication.

SymbolStar/gmail-mcp

gguf-mcp

by arose26

Provides tools to inspect local GGUF and safetensors model files, returning metadata, tensor info, and VRAM estimates without reading tensor data. Enables asking natural-language questions about model architecture, quantization, size, and compatibility.

arose26/gguf-mcp

jupyter-earth-mcp-server

by datalayer

A Model Context Protocol server implementation that provides geospatial analysis tools in Jupyter notebooks, particularly for downloading NASA Earth data granules.

datalayer/jupyter-earth-mcp-server

statfin-fi

by pipeworx-io

Enables querying Statistics Finland's public statistical database using PxWeb API. Supports retrieving table metadata and pulling data with PxWeb query objects.

pipeworx-io/mcp-statfin-fi

MCP Cloud Gateway

by unlimitedusers

Unifies local MCP servers into a single secure Cloudflare Tunnel endpoint, making them accessible to MCP clients like Notion and Claude. Supports HTTP/SSE/stdio servers, built-in file system tools, bearer authentication, and one-click Windows setup.

unlimitedusers/notion-mcp

ipybox

by gradion-ai

gradion-ai/ipybox

sleeper-mcp

by pixelwix

Enables Claude to interact with Sleeper fantasy football leagues via MCP tools for roster, waiver, matchup, and transaction queries, plus a dashboard for daily reports, live scoring, and game-day alerts.

pixelwix/sleeper-mcp

Agent Blueprint

by agent-blueprint

Blueprint-driven agent workflows for AI automation systems.

agent-blueprint/free-blueprints

gemini-mcp-server

by mnthe

Enables AI assistants to query Google AI (Gemini models) via Vertex AI or Google AI Studio with automatic tool selection, multi-turn reasoning, and multimodal input support.

mnthe/gemini-mcp-server

discord-mcp

by tanishqkancharla

Provides full Discord REST API access through a bot token, enabling server management including channels, messages, members, roles, and more.

tanishqkancharla/discord-mcp

detection-mcp

by ryan-minato

Local STDIO MCP server for object-detection annotation workflows. Manages datasets, categories, images, bounding boxes, and exports in JSONL format without modifying source images.

ryan-minato/detection-mcp

docs-mcp

by devista-consulting

Gives AI agents full-text search over any Markdown/MDX documentation folder.

devista-consulting/docs-mcp

SCHOOL101

by ca0071

A unified Model Context Protocol server that consolidates global educational platforms, enabling AI agents to seamlessly integrate with Canvas LMS, K-12 standards, assessment tools, and educational data analytics.

CA0071/WORLDCLASS-EDUCATIONAL-MCP

echarts-mcp

by ryuk3nd0

A Model Context Protocol server that renders Apache ECharts options to SVG, enabling AI agents to generate deterministic charts server-side without a browser.

ryuk3nd0/echarts-mcp

mcp-worldbank

by pipeworx-io

Enables AI agents to access and query World Bank data (free, no auth) through natural language or direct tools, wrapping the World Bank Data API v2.

pipeworx-io/mcp-worldbank

markdown-publish

by abstractwebunit

Enables AI to search, retrieve, list notes, and get backlinks from a published Markdown vault (Obsidian) via GitHub Pages.

abstractwebunit/markdown-publish-plugin

Cloudflare Remote MCP Server (Authless)

by youraibot1

Enables deployment of a stateless remote MCP server on Cloudflare Workers without authentication, allowing AI clients to connect and use custom tools via the MCP protocol.

youraibot1/remote-mcp-server-authless-1

ssh-chat-mcp

by aiplatforms-ru

Zero-config SSH/SFTP MCP server that lets an LLM client open temporary SSH/SFTP sessions to remote hosts, run commands, and upload/download files without holding any pre-baked credentials.

aiplatforms-ru/ssh-chat-mcp

dashboardbase

by dashboardbase

MCP server that validates dashboardbase setup files and widget endpoint responses against the dashboardbase JSON contract, reporting errors and warnings before deployment.

dashboardbase/mcp

Epiphany

by gatsv-tech

A local MCP server that provides a shared, private memory for multiple AI tools, enabling cross-model recall and automatic session ingestion.

GATSV-tech/epiphany

Newsline MCP Server

by nulljosh

Provides current headlines from 17 news outlets across the political spectrum with bias tags and blindspot detection for stories covered by only one side.

nulljosh/newsline

fac-mcp

by pipeworx-io

Enables querying and analyzing US federal grant single-audit filings, including audits, findings, and federal awards, using data from the Federal Audit Clearinghouse.

pipeworx-io/mcp-fac

Callosium

by callosium

One shared memory for every AI you use, in plain Markdown files you own. Teach one AI something and the rest know it, with per-AI folder permissions so each assistant only sees what you allow.

callosium/callosium

github-mcp

by sima-claw-bot

Enables high-level GitHub workflows such as cloning, branching, committing, pushing, creating pull requests and issues, all verified step-by-step via git and gh CLI.

sima-claw-bot/github-mcp

Mattermost MCP Server

by vnikhilbuddhavarapu

This server enables interaction with Mattermost workspaces to manage channels, messages, threads, and user profiles via the Mattermost REST API. It provides a comprehensive suite of tools for reading channel history, posting messages, and managing reactions within a trusted environment.

vnikhilbuddhavarapu/mattermost-mcp