The MCP Trust Index.

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

OpenAI GPT MCP Server

by boghyjunior-dot

A local MCP server that provides OpenAI GPT text generation and image generation over standard input/output.

boghyjunior-dot/openai-image-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

mftool-mcp

by nayakwadis

🚀 MCP Server for publicly available real-time Indian Mutual Funds data

NayakwadiS/mftool-mcp

CodeGuard

by skhaaall

MCP server that analyzes TypeScript/Prisma projects, builds dependency graphs, and protects against dangerous modifications and silent regressions.

Skhaaall/codeguard

AGA-mcp-server

by attestedintelligence

This server acts as a Portal (zero-trust Policy Enforcement Point) for AI agents. Every tool call is attested, measured against a sealed cryptographic reference, and logged to a tamper-evident continuity chain with signed receipts.

attestedintelligence/aga-mcp-server

rr-mcp

by jnjaeschke

MCP server for orchestrating multi-process rr debugging sessions with reverse execution, breakpoints, and dynamic session state.

jnjaeschke/rr-mcp

chrome-mcp-bridge

by k-l-lambda

An ungated reimplementation of the 'Claude in Chrome' MCP bridge that exposes 22 browser-automation tools to any MCP client, driving the official Claude Chrome extension via native messaging without requiring a claude.ai login.

k-l-lambda/chrome-mcp-bridge

devstack-mcp

by isaiahdupree

Provides a keyless, unified view of developer registries (npm, PyPI, Docker Hub, VS Code Marketplace) with tools for package search, details, versions, downloads, dependency graphs, vulnerabilities, and security insights via the DevStack API.

IsaiahDupree/devstack-mcp

log-query-mcp

by tenbux

MCP server that exposes Discord and Twitch/Chatty chat log query tools to Claude Code, enabling searching messages, channel stats, user messages, and events from chat logs.

tenbux/log-query-mcp

large-repo-mcp-server

by erenari

A stdio-based MCP server for fast, bounded search and navigation of large code repositories using ripgrep, with tools for project-wide search, symbol lookup, file listing, and code reading.

ErenAri/large-repo-mcp-server

opencode-jira-mcp

by developmentagentsdd

MCP server that connects opencode with Jira Cloud, exposing issue tracking, project management, and agile features as structured tools for AI agents.

DevelopmentAgentSDD/MCP-JiraCloud

CloudOps MCP

by bienherasme

CloudOps MCP is a read-only Model Context Protocol server that exposes normalized operational infrastructure context (logs, metrics, deployments, health) to AI agents through a small set of typed, bounded tools.

bienherasme/cloudops-mcp

mcp-take-the-meeting

by pipeworx-io

Evaluates whether a meeting is worth attending, heavily weighted toward no, and provides time cost analysis, productivity impact, email viability score, and a polite decline template.

pipeworx-io/mcp-take-the-meeting

PhotoShoot AI Design

by photoshootapp

MCP server that integrates multiple AI image generation providers (WaveSpeed, Nano Banana, OpenAI, Stability, fal.ai) to automate photoshoot tasks like product photography, fashion content, and batch editing.

photoshootapp/photoshoot-ai-design

HomeFleet

by hugodzl

MCP server that turns multiple home computers into a fleet for AI coding agents, enabling task delegation and LAN-based execution with local models.

Hugodzl/HomeFleet

telegram-user-mcp

by 22syn

An MCP server that connects to Telegram as your real user account and exposes read-only tools to read and search messages, list chats and folders, inspect group info, and download media.

22syn/telegram-user-mcp

Pirsch MCP Server

by charpeni

A read-only MCP server for the Pirsch Analytics API that lets users list domains and query traffic, pages, events, and other analytics metrics through conversational agents.

charpeni/pirsch-mcp

ai-visibility-mcp

by tsushanth

Checks a website's robots.txt and Cloudflare settings to identify AI crawler blocking. Also generates llms.txt content to improve visibility to AI answer engines.

tsushanth/ai-visibility-mcp

Discord MCP

by fboiero

MCP server that exposes Discord API as tools, enabling users to manage servers, channels, messages, and roles through natural language.

fboiero/DiscordMCP

remote-mcp-server-authless

by yegorkozlov

A remote MCP server deployed on Cloudflare Workers without authentication, enabling connection to AI Playground and local MCP clients like Claude Desktop.

YegorKozlov/remote-mcp-server-authless

mcp-dokploy-fullapi-proxy

by hl9020

A single-tool MCP proxy that exposes Dokploy's full tRPC API (473 endpoints) with multi-instance support and on-demand skill loading, saving 77-92% tokens compared to the official MCP.

hl9020/mcp-dokploy-fullapi-proxy