The MCP Trust Index.

Anser

by apatheticmioz

The Universal 245K Agent Microkernel for Local LLMs.

ApatheticMioz/Anser

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

markswendsen-code/mcp-alaska

by markswendsen-code

MCP server enabling AI assistants to interact with Alaska Airlines services via browser automation, including flight search, booking management, check-in, and mileage plan access.

markswendsen-code/mcp-alaska

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

ree-mcp

by kawin35k

⚡ Connect to Spain's electricity grid using Claude, asking about demand, generation, prices, and emissions in plain language.

kawin35k/ree-mcp

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

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

Python REPL MCP Server

by piplin-es

Provides a persistent Python REPL session as a tool for executing code, managing files, installing packages, and initializing projects via the MCP protocol.

piplin-es/mcp-python

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

OctoBoost SEO MCP Server

by eugenregehr

Exposes the OctoBoost SEO API as MCP tools so agents can audit websites with compact, structured results instead of fetching and parsing raw HTML.

eugenregehr/octoboost-mcp-server

spring-architecture-analyzer-mcp

by jcdiegolopez

jcdiegolopez/spring-architecture-analyzer-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

compresh-mcp

by compresh

Provides production-grade context compression for LLM agent conversations with Q-protective ranking, epistemic markers, and semantic store, reducing token usage while preserving equivalence.

compresh/compresh-mcp

mcp-worldbank

by pipeworx-io

MCP server for World Bank data — country stats, GDP, population, and development indicators

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

judg3d

by victorsodre

Deterministic glTF/GLB acceptance checks with versioned budgets, actionable reports, CLI, local UI and MCP.

victorsodre/judg3d

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

pipeworx-mcp-fac-npm-mcp-package

by pipeworx-io

Federal Audit Clearinghouse MCP — US single-audit filings (Uniform Guidance, formerly OMB A-133): who spends federal grant money, under which Assistance Listing program, and what the auditors found.

pipeworx-io/mcp-fac

coding-os

by kouroshez

MCP server for coding-os, a cognitive operating system that gives AI agents memory, structure, and discipline. It exposes tools for project management, task tracking, knowledge graphs, and cognition traces to Claude Code and Codex.

kouroshez/coding-os

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

arsenkin-mcp

by zai-one

Arsenkin SEO research for AI assistants: job tracking, saved SERP and cluster tables, budget controls and result export.

zai-one/arsenkin-mcp

CodeGuard

by skhaaall

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

Skhaaall/codeguard

ReadyTrader-FOREX

by up2itnow0822

Enables AI agents to perform forex trading operations through brokerages with risk controls and safety guardrails.

up2itnow0822/ReadyTrader-FOREX

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

fhir-patient-consent-mcp-server

by scollard001

Enables natural-language queries about a patient, their insulin pump or other devices, and consent to share their data, with answers retrieved in real time from a FHIR R4 endpoint.

scollard001/fhir-mcp-server

ShieldNet MCP

by hhhashexe

A zero-trust security guardrail for AI agents that scans external endpoints and returns ALLOW/WARN/BLOCK decisions with detailed findings.

hhhashexe/shieldnet-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

sap-b1-hana-mcp

by leonardows1

Enables querying SAP Business One HANA databases through direct SQL, including read-only safeguards and tools for inspecting schemas, tables, and table structures.

leonardows1/sap-b1-hana-mcp

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

hr-assist

by kvenkatasriram

Enables HR teams to automate routine workflows, such as employee onboarding, through natural language prompts in Claude Desktop.

KVenkatasriram/-AI-Powered-HR-Assistant-using-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