MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 3 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56701 |
BTRFS Snapper MCP
Claim
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
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| 56702 |
pve-mcp-server
Claim
Enables AI assistants to monitor and analyze Proxmox VE virtualization environm…
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| 56703 |
slide-deck-mcp
Claim
Enables creating and managing AI-powered slide decks on deck.4hum.ai with tools…
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| 56704 |
calllint
Claim
Static preflight safety gate for MCP servers — scan configs before you run them…
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| 56705 |
wezterm-mcp
Claim
Enables programmatic control of the WezTerm terminal emulator through the Model…
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| 56706 |
selenium-mcp
Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
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| 56707 |
epa-mcp-server
Claim
EPA data: ECHO facility compliance, TRI releases, Superfund, drinking water, an…
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| 56708 |
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
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| 56709 |
penn-course-mcp
Claim
Enables course planning for University of Pennsylvania by searching the catalog…
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| 56710 |
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
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| 56711 |
@actalumen/mcp-server
Claim
Enables AI agents to upload, verify, and chat about documents for compliance (e…
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| 56712 |
telegram-mcp-server
Claim
Enables Claude to interact with Telegram, including listing chats, reading mess…
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| 56713 |
immigration-mcp
Claim
MCP server for US immigration guidance — live Visa Bulletin, priority date chec…
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| 56714 |
japan-transit-mcp
Claim
Enables route planning and transit information retrieval for Japan using the pu…
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| 56715 |
kiwoom-hts-dashboard
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| 56716 |
Bug Bounty MCP Server
Claim
Provides Claude Code with access to a comprehensive bug bounty knowledge base i…
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| 56717 |
Beeper Texts MCP Server
Claim
Local-only MCP server that exposes Beeper Texts data (messages, chats, contacts…
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| 56718 |
airglow
Claim
Controls Philips Hue lights based on Claude Code session events, using color an…
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| 56719 |
PDD Shopping MCP
Claim
Enables searching, normalizing, and signal-analyzing products on Pinduoduo, wit…
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| 56720 |
TokenFluid MCP Server
Claim
Enables AI assistants to safely interact with local code repositories through M…
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| 56721 |
Geolocate Me
Claim
# Geolocate Me
**Give any AI assistant real-time access to your phone's GPS.**…
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| 56722 |
wot-mcp
Claim
Bridges Web of Things (WoT) devices to AI assistants via MCP, enabling discover…
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| 56723 |
Lunch Money MCP Server
Claim
Enables interacting with the Lunch Money personal finance API through MCP tools…
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| 56724 |
@storybloq/lenses
Claim
Enables multi-lens code review by running 8 specialized reviewers in parallel, …
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| 56725 |
ko-stock-mcp
Claim
Provides Korean stock market data, including DART electronic disclosures and KR…
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| 56726 |
document-mcp
Claim
Enables AI agents to efficiently manage and update component documentation with…
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| 56727 |
ultrabrain-mcp
Claim
A local MCP reasoning gate that enables structured engineering thought through …
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| 56728 |
zuul-mcp
Claim
MCP server for Zuul CI/CD with 25 tools for builds, pipelines, queue management…
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| 56729 |
memory-plugin
Claim
Persistent memory management for Claude Code, allowing agents to store and retr…
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| 56730 |
bun-mcp-server
Claim
A lightweight HTTP-based MCP server built with Bun, enabling tool discovery and…
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| 56731 |
Next Role
Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
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| 56732 |
ecommerce-mcp-server
Claim
Enables AI agents to search products, lookup barcodes, and manage shopping cart…
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| 56733 |
Magic Eden MCP Server
Claim
Enables interaction with the Magic Eden NFT marketplace across multiple blockch…
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| 56734 |
Exposes Firebase emulator data (Firestore, Auth, Realtime Database, and logs) t…
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| 56735 |
@focus-mcp/cli
Claim
MCP orchestrator that loads modular bricks on demand, reducing AI agent context…
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| 56736 |
fiware-orion-mcp
Claim
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
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| 56737 |
MCP-Edge
Claim
Enables cloud LLM agents to discover and invoke physical hardware on edge and I…
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| 56738 |
MCP server providing data on Indonesian toll roads and railway lines, including…
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| 56739 |
YouTube Data MCP Server
Claim
Enables extracting YouTube video transcripts, comments, and search results via …
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| 56740 |
mcp-mychem
Claim
Provides access to dataset statistics and metadata for MyChem.info, a chemical …
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| 56741 |
LotAPI
Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
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| 56742 |
MCP Junction
Claim
Search a nightly-refreshed directory of MCP servers by keyword, category or top…
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| 56743 |
personal-knowledge
Claim
A portable, AI-agnostic second brain that stores typed memories with semantic r…
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| 56744 |
TermSSH MCP
Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
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| 56745 |
mcp-arcgis-tigard
Claim
Enables AI agents to search and query City of Tigard GIS open geospatial datase…
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| 56746 |
Provides AI-powered access to the largest EU GDPR enforcement decisions databas…
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| 56747 |
maib-mcp
Claim
MCP server for MAIB e-commerce payments (Moldova). Supports payments, refunds, …
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| 56748 |
AWS Health MCP Server
Claim
MCP server that exposes AWS Health API as tools for checking service health, ev…
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| 56749 |
resume-mcp
Claim
A resume MCP server that enables AI agents to search work history by keyword or…
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| 56750 |
Enables users to connect bank accounts within a chat session using Sophtron's U…
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