The MCP Trust Index.

scribegoat2

by goatnote-inc

Open-source medical LLM safety evaluation pipeline with reproducible benchmarks and high-risk clinical failure analysis.

GOATnote-Inc/scribegoat2

Workfile

by illodev

Repository-native protocol and MCP server for coordinating work items, documentation, changelogs, and project memory between humans and AI agents, using Markdown files in a Git repository as the canonical data source.

illodev/workfile

canvas-mcp

by salvadoracuna

Enables MCP-compatible clients to read courses, assignments, announcements, files, and grades from a Canvas LMS instance.

salvadoracuna/canvas-mcp

mcp-nbu-ua

by pipeworx-io

Provides access to National Bank of Ukraine public statistics without API keys.

pipeworx-io/mcp-nbu-ua

ircv3-mcp

by matheusfillipe

An IRCv3 MCP server that enables agents to act as a mini IRC client: read channels as transcripts, send messages, reply to threads, add reactions, fetch history, and manage channel membership via MCP tools.

matheusfillipe/ircv3-mcp

ASG Card

by asgcompute

Virtual MasterCards for AI agents. Issue and manage cards via MCP.

ASGCompute/asgcard-public

arr-mcp

by trololol91

Remote MCP server for Sonarr, Radarr, qBittorrent, and Seerr — manage your arr stack via Claude.ai on mobile

trololol91/arr-mcp

OmniParser MCP

by cute-aaa

MCP server that wraps Microsoft OmniParser to provide screen parsing capabilities, returning structured UI elements (text, icons, coordinates) from screenshots for GUI agents.

cute-aaa/OmniParser-MCP

mcp-yahoo-finance

by leoncuhk

leoncuhk/mcp-yahoo-finance

mcp-docs-assistant

by imanshrajsingh-boost

It lets MCP clients such as Claude Desktop ask natural-language questions about the Model Context Protocol and get grounded answers with reranking, semantic caching, guardrails, PII masking, and hallucination detection.

imanshrajsingh-boost/mcp-docs-rag-assistant

game-dev-resource-mcp

by dsaewkfiush03-debug

License-aware game development resource discovery MCP server. Helps AI coding agents find reusable game assets with commercial-use filtering, license classification, and attribution generation.

dsaewkfiush03-debug/game-dev-resource-mcp

rulith

by rulith-dev

An external reasoning board for LLM agents that provides exact arithmetic, deductive closure, and evidence tracking, ensuring every claim is derived or has provenance.

rulith-dev/rulith

HERO MCP

by ksqsebastian-spec

MCP server for HERO handyman software, providing 34 OAuth-secured read/write tools with multi-tenant support and built-in API correctness checks.

ksqsebastian-spec/mcpees

Hermes_offline_v2

by ldzhhxx

ldzhhxx/Hermes_offline_v2

MCP Trust Layer

by utrawal9185-cmd

MCP server that scans PyPI packages and GitHub repos for security vulnerabilities, dangerous patterns, and prompt injection vectors, providing trust scores (0-10) and side-by-side comparisons.

utrawal9185-cmd/mcp-trust-layer

Nanobanana MCP

by kamil-perczynski

Enables generative AI media tasks like image generation, editing, icon creation, and story generation using Google Gemini API through MCP.

kamil-perczynski/nanobanana-mcp

mcp_documents_reader

by xt765

An MCP enabled multi-format document reader supporting DOCX, PDF, TXT, and Excel files

xt765/mcp_documents_reader

Qinglong MCP Server

by pholex

Enables interaction with Qinglong Panel (青龙面板) to query, execute, and monitor scheduled tasks and subscriptions, including viewing task lists, running tasks synchronously or asynchronously, retrieving execution logs and status.

pholex/qinglong-mcp-server

Zenoti MCP Server

by tacit-code

Enables AI agents to manage spa/wellness operations via Zenoti API, including appointments, guests, services, and billing.

tacit-code/zenoti-mcp-server

base-gasless-deploy-mcp

by lordbasilaiassistant-sudo

MCP server for gasless ERC-20 token deployment on Base using CDP Paymaster

lordbasilaiassistant-sudo/base-gasless-deploy-mcp

mcp-bcrp-pe

by pipeworx-io

Access BCRP (Central Bank of Peru) statistical series via an MCP server. Enables querying economic data without API keys.

pipeworx-io/mcp-bcrp-pe

gsc-mcp

by rachel-growthlever

Provides read-only access to Google Search Console data, including search analytics, sitemap status, and URL inspection, for MCP clients like Claude.

rachel-growthlever/gsc-mcp

crypto-whitepapers-mcp

by kukapay

An MCP server serving as a structured knowledge base of crypto whitepapers for AI agents to access, analyze, and learn from.

kukapay/crypto-whitepapers-mcp

firefox-relay-mcp

by nazar256

Enables managing Firefox Relay masks (random and domain) via MCP tools, including listing, creating, updating, and disabling masks.

nazar256/firefox-relay-mcp

Adaptive Agent Harness

by phenomenoner

MCP server giving agents a persistent IPython workbench and a brokered RLM engine for durable, stateful computation. Offers 30 tools for bounded model calls, artifacts, and receipts with host-owned authority.

phenomenoner/adaptive-agent-harness

bcllcc/modulor

by bcllcc

Agent-native 2D drafting and 3D modeling kernel with a JSON op protocol, enabling parametric design, BIM semantics, and MCP server access for geometry generation and verification.

bcllcc/modulor

Graph Mail MCP

by hanhandly

Enables controlled Microsoft 365 mail workflows including search, read, thread, attachment, and managed draft operations through Microsoft Graph, without sending or modifying messages.

hanhandly/graph-mail-mcp

LPC MCP Server

by gesslar

Enables AI assistants to understand and query LPC codebases through natural language, using a language server for hover info, definitions, references, and diagnostics.

gesslar/lpc-mcp

jenkins-mcp

by kjozsa

Enables managing Jenkins operations like listing jobs, triggering builds, and checking build statuses through a configurable MCP server.

kjozsa/jenkins-mcp

linkedin-marketing-mcp

by 1036007003-wq

Automates LinkedIn B2B marketing tasks such as profile search, company analysis, and connection request drafting, with optional AI-powered features via DeepSeek.

1036007003-wq/linkedin-marketing-mcp

ghost-inspector-mcp

by charliemtnez

MCP server for the Ghost Inspector API that lets agents inspect and manage end-to-end browser tests, offering read-only tools for inventory, module usage, and stale test analysis, plus opt-in guarded write operations.

charliemtnez/ghost-inspector-mcp

yokatlas-mcp

by saidsurucu

saidsurucu/yokatlas-mcp

groundcheck-mcp

by aghasalim

MCP server for grounding verification (exact quotes, citations, code output, repo patterns, arithmetic) using no LLM in the verification path.

aghasalim/groundcheck-mcp

0CompactMem

by soolaugust

Zero context compaction for Claude Code & LLM agents. Persistent memory powered by OS primitives (demand paging, kswapd eviction, mlock pinning). Single SQLite file, MCP-native, multi-agent shared.

soolaugust/vMem

Polymath MCP

by moreti2002

Aggregates 17 free, keyless research sources into a single MCP server, enabling unified search for papers, code, models, trends, standards, and electronic components with deduplicated results.

Moreti2002/polymath-mcp

Gemini Image MCP

by jk7g14

Enables image generation and multi-turn editing sessions using the Gemini API within MCP-compatible environments. Users can create, modify, and configure images through natural language commands, supporting features like aspect ratio adjustments and session-based image transformations.

jk7g14/gemini-image-mcp

mcp-project-context-router

by ukolov-dev

A local-first MCP server and CLI that gives coding agents structured project memory, task contracts, context packs, backlog workflows, and verification evidence, storing data in reviewable Markdown/YAML with a fast SQLite index.

ukolov-dev/mcp-project-context-router

ES Hub Signals MCP

by sydyuan

Enables AI agents to search and retrieve market signals, revenue ideas, and growth tactics from 2,000+ curated entries across 18 sources.

SydYuan/es-hub-mcp

mcp-image-gen

by sarthakkimtani

A Model Context Protocol server that enables generation of high-quality images using the Flux.1 Schnell model via Together AI, allowing users to create images from text prompts with customizable dimensions.

sarthakkimtani/mcp-image-gen

outlook-mcp

by k4up

MCP server for Microsoft Outlook on Windows that lets AI assistants manage email, contacts, calendars, and tasks through the Outlook desktop client via COM.

K4uP/outlook-mcp

abyss-mcp

by my-abyss-project

Official MCP server to integrate Abyss project context into AI apps and terminals, enabling seamless login and project access.

my-abyss-project/abyss-mcp

bokio-mcp

by diblaze

Enables interaction with the Bokio accounting API for managing journal entries, invoices, customers, items, and more, with read-only mode by default for safety.

diblaze/bokio-mcp

china-festival-mcp

by eis4ty

一个基于模型上下文协议（MCP）的中国节假日和农历信息服务器，为AI助手提供准确的法定节假日、调休安排、中国传统节日、农历转换、二十四节气和八字计算功能。西方节日都是固定公历日期，不需要查询工具。 - 节假日查询: 查询中国法定节假日、传统节日和调休安排 - 农历转换: 公历与农历日期相互转换 - 农历信息: 获取详细的农历日期描述，包括生肖、干支等 - 二十四节气: 查询二十四节气信息和季节划分 - 八字计算: 根据出生日期时间计算四柱八字和五行属性 - FastMCP架构: 基于官方推荐的FastMCP框架，提供更好的性能和稳定性 本项目基于官方推荐的F

Eis4TY/china-festival-mcp

Flagsmith

by flagsmith

MCP server for Flagsmith's Core and SDK APIs, enabling management of feature flags and configurations.

Flagsmith/flagsmith-mcp