MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 1 hour, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40651 |
LayerOne (DocX + Sign)
Claim
MCP server for LayerOne DocX (documents & Factur-X) and Sign (e-signature) APIs.
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| 40652 |
@storybloq/lenses
Claim
Enables multi-lens code review by running 8 specialized reviewers in parallel, …
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| 40653 |
xhs-kit
Claim
Enables automation of Xiaohongshu (Little Red Book) operations including conten…
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| 40654 |
document-mcp
Claim
Enables AI agents to efficiently manage and update component documentation with…
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| 40655 |
ultrabrain-mcp
Claim
A local MCP reasoning gate that enables structured engineering thought through …
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| 40656 |
zuul-mcp
Claim
MCP server for Zuul CI/CD with 25 tools for builds, pipelines, queue management…
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| 40657 |
Exposes Firebase emulator data (Firestore, Auth, Realtime Database, and logs) t…
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| 40658 |
@focus-mcp/cli
Claim
MCP orchestrator that loads modular bricks on demand, reducing AI agent context…
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| 40659 |
MCP-Edge
Claim
Enables cloud LLM agents to discover and invoke physical hardware on edge and I…
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| 40660 |
memory-plugin
Claim
Persistent memory management for Claude Code, allowing agents to store and retr…
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| 40661 |
MCP server providing data on Indonesian toll roads and railway lines, including…
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| 40662 |
fiware-orion-mcp
Claim
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
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| 40663 |
YouTube Data MCP Server
Claim
Enables extracting YouTube video transcripts, comments, and search results via …
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| 40664 |
Magic Eden MCP Server
Claim
Enables interaction with the Magic Eden NFT marketplace across multiple blockch…
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| 40665 |
bun-mcp-server
Claim
A lightweight HTTP-based MCP server built with Bun, enabling tool discovery and…
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| 40666 |
ecommerce-mcp-server
Claim
Enables AI agents to search products, lookup barcodes, and manage shopping cart…
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| 40667 |
LotAPI
Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
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| 40668 |
MCP Junction
Claim
Search a nightly-refreshed directory of MCP servers by keyword, category or top…
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| 40669 |
personal-knowledge
Claim
A portable, AI-agnostic second brain that stores typed memories with semantic r…
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| 40670 |
TermSSH MCP
Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
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| 40671 |
mcp-arcgis-tigard
Claim
Enables AI agents to search and query City of Tigard GIS open geospatial datase…
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| 40672 |
Provides AI-powered access to the largest EU GDPR enforcement decisions databas…
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| 40673 |
mcp-mychem
Claim
Provides access to dataset statistics and metadata for MyChem.info, a chemical …
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| 40674 |
NetApp ONTAP MCP Server
Claim
Provides a Model Context Protocol interface for managing and monitoring NetApp …
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| 40675 |
AWS Health MCP Server
Claim
MCP server that exposes AWS Health API as tools for checking service health, ev…
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| 40676 |
obsidian-wiki-mcp
Claim
MCP server that implements Karpathy's LLM Wiki pattern for Obsidian vaults, ena…
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| 40677 |
maib-mcp
Claim
MCP server for MAIB e-commerce payments (Moldova). Supports payments, refunds, …
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| 40678 |
Ozon MCP Server
Claim
MCP server for Ozon marketplace that enables AI assistants to search products, …
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| 40679 |
resume-mcp
Claim
A resume MCP server that enables AI agents to search work history by keyword or…
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| 40680 |
lean-mcp
Claim
Enables verification of Lean 4 mathematical proofs via MCP tools, allowing AI c…
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| 40681 |
Enables users to connect bank accounts within a chat session using Sophtron's U…
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| 40682 |
ts-mcp-server
Claim
A lightweight MCP server that provides 40 tools for TypeScript/JavaScript refac…
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| 40683 |
rocketchat-mcp
Claim
MCP server for Rocket.Chat, enabling AI agents to interact with Rocket.Chat wor…
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| 40684 |
悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server,提供市…
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| 40685 |
Memento Vault
Claim
Provides persistent knowledge capture and retrieval for coding agents. Enables …
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| 40686 |
mcp-ros2-logs
Claim
Enables AI agents to analyze ROS2 log files across multiple nodes by merging th…
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| 40687 |
RootCause
Claim
Enables debugging by analyzing bug reports, tracebacks, or code snippets to ret…
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| 40688 |
An MCP server implementing a 7-stage agentic frontend workflow—from design audi…
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| 40689 |
UnityAutonomousMCP
Claim
A comprehensive autonomous agent framework for Unity 2022.3.22f1 combining Mode…
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| 40690 |
smart-mcp-server
Claim
Enables AI assistants to securely interact with FHIR R4 servers for clinical de…
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| 40691 |
jira-mcp-server
Claim
A lightweight MCP server that exposes Jira issue operations (get, search, creat…
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| 40692 |
MarketIntel MCP Server
Claim
Enables AI assistants to perform real-time market research including competitor…
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| 40693 |
AI-powered cryptocurrency trading assistant for OKX exchange, featuring a multi…
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| 40694 |
automator-mcp
Claim
MCP server that enables AI to control macOS through AppleScript, JXA, and Autom…
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| 40695 |
toshl-mcp-server
Claim
Enables AI agents to access and analyze financial data from Toshl Finance, incl…
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| 40696 |
gmod-mcp
Claim
MCP server for Garry's Mod enabling RCON command execution, Lua scripting, wind…
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| 40697 |
jayrah
Claim
Enables AI assistants to interact with Jira via CLI/TUI, supporting issue brows…
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| 40698 |
MCP Data Vermont
Claim
Enables searching, querying, and retrieving metadata from Vermont Open Data (da…
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| 40699 |
images-mcp
Claim
Provides image generation tools powered by OpenRouter, running on Cloudflare Wo…
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| 40700 |
Bybit MCP Server
Claim
A production-ready MCP server for Bybit — 206 tools covering market data, tradi…
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