The MCP Trust Index.

npmai-agent

by npmaiecosystem

npmai-agent (internally known as the npmai-agent-suite) is a production-grade AI agent framework built on top of the NPMAI ECOSYSTEM.It gives any Python developer a fully autonomous, multi-LLM agentic pipeline with 1371 integrated tools 100 classes,orchestrated by a five-role LLM pipeline (Planner → Tool_manager → Coder → Auditor → Verifier).

npmaiecosystem/npmai-agent

Anomalia MCP Server

by andreabuttarelli

Enables AI agents to automate social media content generation, approval, and publishing, along with blog management, SEO/GEO audits, and ad operations through natural language.

andreabuttarelli/anomalia-cli

citerocket-mcp

by citerocket-hq

Official CiteRocket MCP server — the Reddit data API in Claude, Cursor, and any MCP client.

citerocket-hq/citerocket-mcp

retrieval-mcp

by abendrothj

Context-efficient code intelligence for coding agents. An MCP retrieval server whose four-tool default surface was chosen by measurement: matched a specialist code-search MCP on held-out answer quality using 24% fewer input tokens.

abendrothj/retrieval-mcp

Telegram Notify MCP Server

by nobufumimurata

Connects VS Code Copilot to Telegram for mobile notifications, interactive approval workflows, and remote command input. Enables users to monitor AI agents, approve sensitive operations, and provide follow-up instructions from their smartphone.

NobufumiMurata/telegram-copilot-bridge

Crystallize MCP

by hayodev

MCP server for Crystallize headless commerce. Gives AI agents read and write access to your catalogue, products, shapes, orders, customers, and tenant config.

HayoDev/crystallize-mcp

elysia-mcp

by kerlos

ElysiaJS plugin for Model Context Protocol with HTTP transport

kerlos/elysia-mcp

mcp-client-langchain-py

by hideya

Simple MCP Client CLI Implementation Using LangChain ReAct Agent / Python

hideya/mcp-client-langchain-py

propzapi

by paperandbeyond23-gif

Props-first sports odds API with a hosted MCP server. Live odds and player props (moneyline, spreads, totals) across US sportsbooks, normalized to JSON. Tools: get_odds, get_props, get_events, get_books. API-key auth, free tier.

paperandbeyond23-gif/propzapi-skills

up-bank-mcp

by zaccomode

Enables MCP clients to interact with Up Bank accounts and transactions, including reading balances, summarizing spending, and categorizing or tagging transactions.

zaccomode/up-bank-mcp

MCP OAuth Test

by emave

Multi-tenant MCP server with OAuth 2.1 authorization, enabling tenant-scoped tool access and audit logging.

emave/mcp-oauth-test

p2p-tools-mcp

by bonklek

Provides MCP servers for VPN control (NordVPN) and torrent lifecycle management via Jackett search and qBittorrent operations, plus a unified CLI.

bonklek/p2p-tools-mcp

Bags.fm

by maaz-1997

Connects to the Bags.fm API for Solana token trading, launches, fee management, and portfolio analytics with unsigned transaction security.

Maaz-1997/bagsx-mcp

IBM MDM MCP Server

by ibm

A Model Context Protocol (MCP) server that provides AI assistants with seamless access to IBM Master Data Management (MDM) services through standardized REST API interactions.

IBM/mdm-mcp-server

Ling-term-mcp

by guangda88

灵犀 (LingTermMCP) — MCP终端服务器 | MCP terminal server for AI command execution

guangda88/Ling-term-mcp

osc-bridge

by roomi-fields

OSC ↔ MIDI/SysEx bridge for 849 synths and DAWs — a MIDI MCP and OSC MCP.

roomi-fields/osc-bridge

OpenStack-MCP

by yeedochi

A Model Context Protocol server that provides 123 tools across 7 OpenStack domains (compute, network, storage, etc.) for managing cloud resources via natural language, with stateless per-caller authentication and Kolla log observability.

YeeDochi/OpenStack-MCP

border-patrol-mcp

by pavlealeksic

A policy-enforcing MCP gateway that intercepts all tool calls to downstream MCP servers, applying allow/deny/ask rules with human approval and audit logging for safe access to dangerous tools.

pavlealeksic/border-patrol-mcp

Chanty

by asklokesh

Integrates with Chanty team collaboration platform for messaging and task management.

asklokesh/chanty-mcp-server

thecorporationai/thecorporation-mono

by thecorporationai

MCP server for agent-native corporate operations

thecorporationai/thecorporation-mono

Altmetric MCP Server

by altmetric

Provides access to Altmetric APIs for monitoring research impact and attention across news, policy documents, social media, and other online platforms.

altmetric/altmetric-mcp

P4 Plan MCP Server

by perforce

Enables AI assistants to interact with P4 Plan project management data via GraphQL API.

perforce/p4plan-mcp

filesystem-mcp-local-test

by seokmogu

This MCP server provides read-only access to a single allowed local directory through a secure HTTP gateway, enabling remote MCP clients to read files without syncing them to cloud storage.

seokmogu/filesystem-mcp-local-test

mcp-gen

by zodromon

Turn your typed TypeScript functions into an MCP server — tool, resource, and prompt schemas inferred from your types and JSDoc. No schema library, no decorators, no boilerplate.

zodromon/mcp-gen

upapi-mcp

by devinosolutions

Official upAPI MCP server — give any agent metered access to 61 data APIs (Google Maps, social reads, screenshots, OCR, transcription) with one key. npm: @upapi/mcp

DevinoSolutions/upapi-mcp

awesome-skills-cn

by lingxling

热门Skills中文cn学习版+教程，提供7000+Skills，集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目

lingxling/awesome-skills-cn

OutdoorIQ

by bch1212

MCP server providing AI agents access to data on 72,000 US lakes, fish-stocking events, weather, and fishing-favorability scores.

bch1212/outdooriq-mcp

dsh-codex-bridge

by hazensun

An MCP server that bridges Codex with DeepSeek Harness to delegate coding tasks into isolated worktrees, providing profile-based model routing, single/multi-agent orchestration, and reviewable artifacts.

HazenSun/dsh-codex-bridge

bytecraft-fernando/botozap-js

by bytecraft-fernando

MCP server exposing WhatsApp Cloud API operations as tools for AI agents like Claude Code, Cursor, and Codex.

bytecraft-fernando/botozap-js

Photoshop MCP Windows-First

by vaxaxas

An MCP server for controlling Adobe Photoshop from AI assistants, with Windows-first workflow, structured state, smoke-tested action playback, and a bundled Codex skill for image editing.

Vaxaxas/photoshop-mcp-windows-first

ffmpeg-mcp

by yubraaj11

Enables comprehensive video and audio processing using FFmpeg, supporting tasks like metadata extraction, clipping, scaling, and adding transitions or overlays. It provides a high-performance interface for building media processing microservices via FastMCP.

yubraaj11/ffmpeg-mcp

student-services-mcp

by edyvision

A Demo Student Services Model Context Protocol Server

EdyVision/student-services-mcp

LNSAT

by hypler-dev

Open-source, pre-release source for policy-governed AI-agent authorization, scoped human approval, audit evidence, and read-only MCP adapters.

hypler-dev/LNSAT

MCP Platform

by darkshloser

A scalable execution platform that enables users to interact with HR, ERP, and DevOps domains through a chat interface powered by LlamaIndex and the Model Context Protocol. It provides a configuration-driven architecture for orchestrating LLM-suggested actions with authoritative tool execution and domain isolation.

darkshloser/MCP

aap

by mnemom

Agent Alignment Protocol — the missing trust layer for the agent stack

mnemom/aap

GitHub Repository Manager MCP Server

by amanueltefera843110

Enables AI assistants to create and delete GitHub repositories with customizable settings through the Model Context Protocol, supporting both public and private repositories with secure token-based authentication.

amanueltefera843110/MCP-Repo-Manager-

kakao_mcp_checktime

by inhoinno86-hub

MCP server for real estate checktime, providing pre/post-contract checklists, required documents, and timeline generation as MCP tools.

inhoinno86-hub/kakao_mcp_checktime

mcp-server-exasol

by vedikasaklani

vedikasaklani/mcp-server-exasol

mcp-otel

by studiomeyer-io

W3C Trace Context bridge for the Model Context Protocol — propagate traces through MCP _meta (SEP-414) and emit OpenTelemetry spans so Host → MCP server → tool → downstream shows up as one trace.

studiomeyer-io/mcp-otel

dcc-mcp-illustrator

by dcc-mcp

MCP adapter for Adobe Illustrator enabling structured DOM inspection and editing of documents, artwork, and exports via DCC-MCP CLI.

dcc-mcp/dcc-mcp-illustrator

mcp-servers-cli

by zerotropism

A simplistic CLI MCP client to explore and test any MCP server

zerotropism/mcp-servers-cli

mcp-partner.github.io

by mcp-partner

A tool to help you debug MCP servers online

mcp-partner/mcp-partner.github.io

Qt4 Documentation MCP Server

by jztan

An MCP server that enables AI coding assistants to access and search Qt 4.8.4 documentation offline, providing full-text search and page reading capabilities.

jztan/qt4-doc-mcp-server

ABM

by abm-dev-git

Account-based marketing data enrichment — enrich contacts, research companies, and manage LinkedIn interactions for AI agents.

abm-dev-git/abm-mcp

yawa

by peterpeterparker

Self-hosted web analytics platform that exposes analytics data via the Model Context Protocol, enabling natural language queries about traffic, page views, web vitals, and custom events.

peterpeterparker/yawa