Discover Awesome MCP Servers

project-knowledge-mcp

A cross-project knowledge graph for MCP that maps features across mobile, backend, and admin codebases, giving AI agents full-stack context.

1、前言

MCP Server 示例

Aegis

Enables governing tenant-aware MCP tools with policy enforcement, scoped access, human approval workflows, and tamper-evident audit logging.

Skyrim Forge Bridge

A safety-first local bridge that gives MCP clients structured Skyrim modding tools without granting arbitrary binary writes or unrestricted shell access.

homelab-mcp

Read-only MCP adapter for Homelab Core that lets AI assistants inspect health, services, redacted logs, nodes, and jobs via a local Unix socket. Optionally enables job queuing when changes are explicitly allowed.

mcp-frinkiac

Search and caption Simpsons screencaps from Frinkiac and Morbotron.

ClassCraftMCP

An MCP server for creating and validating lesson plans based on the 2022 revised Korean middle school math curriculum, providing context, validation, and rendering tools.

mail-muncher

Serves a strictly read-only mail archive over MCP: ordered filter rules pull matching messages from any IMAP mailbox or the Gmail API and write them to disk as byte-faithful .eml plus markdown with YAML frontmatter. Exposes list_rules, list_messages, search_messages, read_message (with full-thread reads) and sync; it never sends, deletes or modifies mail.

Vibetest Use

An MCP server that launches multiple Browser-Use agents to test websites for UI bugs, broken links, and accessibility issues. It supports automated testing of both live and localhost development sites using natural language prompts.

Validator Ai MCP

An MCP server for validating JSON against schemas, checking email deliverability, verifying URLs, assessing data quality, and validating API responses using RFC-compliant checks and heuristic analysis.

lunchmoney-mcp-server-oauth

Self-hostable remote MCP server for Lunch Money with built-in OAuth 2.1, enabling Claude to access transactions, budgets, and more on mobile, web, and desktop.

Ableton DJ MCP

Enables AI-assisted electronic music production in Ableton Live, with built-in genre theory for indie dance, tech house, melodic techno, and house music.

SSH MCP Server

Enables AI assistants to securely execute commands, transfer files, and manage port forwarding on remote servers via SSH.

YouTube Skills for AI Agents

YouTube Skills (TranscriptAPI) is the production API for extracting, searching, and analyzing YouTube content at scale. While other tools break when YouTube changes or cap you at 100 requests/day, TranscriptAPI serves 15 million transcripts monthly at 49ms median response time.

Canvas MCP Server

Provides read-only access to Canvas LMS data including courses, assignments, grades, and deadlines through 23 structured tools.

mcp-arcgis-orovalley

Enables querying and exploring ArcGIS geospatial data from Town of Oro Valley, Arizona, including parcels, zoning, and city services.

SEO Content Analysis MCP

Enables Claude to perform full SEO audits on unpublished HTML, Markdown, or Word documents, including keyword analysis, meta tag suggestions, readability scoring, and heading structure validation.

AI Content Moderation MCP Server

Enables content moderation by checking user input against OpenAI's moderation API via Google ADK, with dual SSE/STDIO transport support and integration with local LLMs.

Olist Tiny ERP

Read-only MCP server for Olist Tiny ERP, enabling querying of products, inventory, orders, invoices, accounts, contacts, shipping, purchase orders, CRM, and price lists via the official REST API v3.

ContextWeave

Universal project memory engine that extracts knowledge from code and git history, enabling AI assistants to query full project context via MCP.

FormIO MCP Server

Enables AI agents to interact with the FormIO API for dynamic form creation, submission management, and user roles using natural language.

hebbian-vault

MCP server for intelligent, use-adaptive Obsidian vault search, ranking files via BM25, PageRank, and Hebbian usage signals. Enables hybrid ranked search, neighboring-note discovery, and vault analytics.

grafana-unified-mcp

Enables managing multiple Grafana instances through a single MCP server, routing requests to the correct instance based on an instance argument.

Turbot Guardrails MCP Server

Connects AI assistants to Turbot Guardrails for natural language exploration, analysis, and automation of cloud governance.

Passport Casework MCP Server

Provides governed MCP tools for passport casework lookups and guidance.

whmcs-mcp-server

MCP server to help manage a WHMCS installation.

TRON Energy/Bandwidth MCP Server

TRON Energy & Bandwidth marketplace for AI agents — 27 MCP tools for buying/selling resources, DEX swaps, and automated energy management via Streamable HTTP.

Tempo MCP Server

An MCP ( Model Context Protocol ) Server for Grafana Tempo

Maltese-law-mcp

Provides AI-readable access to over 5,000 Maltese statutes and 56,000 provisions from legislation.mt, enabling natural language search and cross-referencing of Maltese law.

ollama-websearch-mcp

Enables performing web searches and fetching web page content via Ollama's hosted APIs, providing search results and raw page data.