The MCP Trust Index.

MCP Project Assistant Framework

by wissaltaj18

Generates project features (HTML pages, backend APIs) from prompts and project-specific business rules stored as resources, with support for interchangeable LLM providers (local Ollama or cloud Gemini).

wissaltaj18/mcp-project-assistant-framework

Ontraport MCP Server

by landonray

Stateless Node.js service that exposes Ontraport CRM functionality as structured tools for AI agents via the Model Context Protocol.

landonray/Mcp-server

whodoicallfor-mcp

by woodydaniel

MCP server that helps users identify which trade to call during home emergencies by analyzing natural-language problem descriptions and providing ranked matches with costs, sources, and dispatch lines.

woodydaniel/whodoicallfor-mcp

Vercel MCP Server 🚀

by zxw94fe

测试 vercel-mcp-server 是否成功的项目

zxw94FE/vercel-mcp-server

BitBooth MCP

by drock91

Multi-chain x402 payment gateway enabling AI agents to pay per HTTP call with real on-chain settlement across 5 mainnet chains, providing 18 paid endpoints for utilities, data, and security.

Drock91/bitbooth-docs

Figma AI Bridge

by renfei-design

Enables AI assistants to control Figma in real-time through Model Context Protocol, allowing design creation, editing, and reading operations directly from VS Code.

renfei-design/Figma-AI-Bridge

micro-mcp

by microdotdo

Enables building, verifying, previewing, deploying, diagnosing, updating, and rolling back full-stack Micro apps through typed local MCP tools backed by micro-cli.

microdotdo/micro-mcp

carrefour-drive-mcp

by ncleton-petitmaker

Unofficial MCP server and CLI for controlling Carrefour Drive on carrefour.fr through a persistent Camoufox browser profile, enabling store/session checks, product search and inspection, cart reading, and cart additions without placing orders or making payments.

ncleton-petitmaker/carrefour-drive-mcp

result-analyzer-mcp

by faiz746

MCP server for querying student information, validating result data, and analyzing student results from a local database.

faiz746/result-analyzer-mcp

semantic-search-mcp

by adam-hanna

Provides semantic code search over codebases using local embeddings with natural language queries. Supports hybrid search, file watching, and respects .gitignore.

adam-hanna/semantic-search-mcp

node2flow-th/google-sheets-mcp-community

by node2flow-th

MCP server for managing Google Sheets via 23 tools, enabling read/write, formatting, sheet management, and data operations through natural language.

node2flow-th/google-sheets-mcp-community

mcp

by pictify-io

MCP server for generating images from AI agents. OG images, social cards, screenshots, banners. Works with Claude, Cursor, Windsurf. One line setup.

pictify-io/mcp

gutcheck

by jain-eshan

Check your gut against the internet before you commit — a research buddy for Claude Code that checks any idea, problem, topic, or decision against Google Trends, Reddit, News, GitHub, the App Store and more

jain-eshan/gutcheck

skills-mcp-server

by amazingashis

Exposes Cursor-style skill packs (SKILL.md trees) via MCP resources, tools, and prompts, enabling any MCP client to list, get, search skills, and retrieve skill context.

amazingashis/mcp-deployment

mcp-seo-competitors

by pipeworx-io

SEO Competitors MCP — domain ranked keywords via DataForSEO Labs (dataforseo.com)

pipeworx-io/mcp-seo-competitors

RobinCouet/social-mcp

by robincouet

Enables publishing and scheduling social media posts through the Social by Start-Win API, supporting multiple connected networks.

RobinCouet/social-mcp

meican-mcp

by cxorz

美餐MCP服务器，支持查询餐次、餐厅、菜单和订单，以及下单和取消订单操作。

cxOrz/meican-mcp

multi-gmail-mcp-server

by umesh9883

Enables searching and summarizing emails across multiple Gmail accounts simultaneously through Claude.

umesh9883/multi-gmail-mcp-server

ANSYS Workbench MCP

by yezg9920-kely

A clean MCP server and ACT extension for controlling ANSYS Workbench and ANSYS Mechanical from any MCP client, enabling launching Workbench journals, executing Mechanical Python scripts, and interacting with a running Mechanical session via file queue or socket timer bridge.

yezg9920-kely/ansys-workbench-mcp

cloud-mcp

by lesterajohn

Wraps multiple cloud CLIs (AWS, GCP, Azure, OCI) into a unified command interface and exposes them as MCP tools for AI assistants.

LesterAJohn/cloud-mcp

Unofficial-Fincept-for-MacOS-Intel

by yandidesign

Unofficial-Fincept-for-MacOS-Intel

YandiDesign/Unofficial-Fincept-for-MacOS-Intel

Canvas LMS

by ahnopologetic

A minimal but better Canvas LMS MCP (Machine Conversation Protocol) server for easy access to education data through your Canvas LMS instance. This server provides a bridge between AI systems (like Cursor) and Canvas Learning Management System.

ahnopologetic/canvas-lms-mcp

MCProbe

by actions-marketplace-validations

A stdio MCP server that audits other MCP servers by linting their tool schemas and calling tools with malformed inputs to produce a 0–100 conformance score and Markdown report.

actions-marketplace-validations/alitiknazoglu_mcprobe

mcp-python-repl

by aazizisoufiane

A production-grade MCP server providing a persistent Python REPL with multi-session support, sandboxing, and timeout protection, enabling LLM agents to execute Python code across multiple turns with variables that persist between calls.

aazizisoufiane/mcp-python-repl

Entra Permissions MCP Server

by mjendza

Provides Microsoft Entra ID / Graph permissions data to AI agents, enabling search and retrieval of application and delegated permissions as well as Microsoft first-party app details.

mjendza/entra-id-permissions-mcp

sub2api-imagegen-mcp

by billsjc

Enables AI assistants to generate and edit images using a Sub2API API key, with local file saving and support for reference images.

BillSJC/sub2api-imagegen-mcp

Parley

by sharptrick

A transport-agnostic MCP seam for messages, context sharing, and task hand-off between humans, chat bots, and coding agents. Supports multiple backends like SQLite, Redis, Matrix, NATS, and XMPP to bridge Claude chat with Claude Code.

sharpTrick/parley

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

SIS

by liyu199809

liyu199809/SIS

LLmWiki-KennisBank

by jvdbreemen

Personal LLM wiki layer for Claude Code. Based on Karpathy's LLM Wiki pattern: raw → compile → query. Includes /sessielog, /wiki, /autoresearch, semantic tiling, and auto-crosslinking.

Jvdbreemen/LLmWiki-KennisBank

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

mcp-exa

by daedalus

Exposes the Exa web search API as an MCP server, providing tools for web searching, content retrieval, and similar page discovery. It also supports advanced features like AI-generated answers and automated research task management.

daedalus/mcp-exa

preflight-mcp

by eddiehale3

Enables pilots to assemble a preflight briefing per 14 CFR §91.103 by fetching weather, airport info, aircraft performance, fuel estimates, alternates, and NOTAMs.

eddiehale3/preflight-mcp

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

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

ItchWPMCP

by manofsadness

Local MCP server for Codex/Claude to query and edit WordPress content through the WordPress REST API.

manofsadness/ItchWPMCP

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

buildaharness

by 3ivis

Aielia — an open-source everyday chat assistant that runs a full 11-layer agent harness (world model, control-state gate, verification, recovery, learning) on every turn. Plus a visual canvas that compiles to LangGraph / CrewAI / Mastra / MS Agent Framework.

3IVIS/buildaharness

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