MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 4 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41101 |
memory-plugin
Claim
Persistent memory management for Claude Code, allowing agents to store and retr…
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| 41102 |
MCP server providing data on Indonesian toll roads and railway lines, including…
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| 41103 |
fiware-orion-mcp
Claim
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
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| 41104 |
YouTube Data MCP Server
Claim
Enables extracting YouTube video transcripts, comments, and search results via …
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| 41105 |
Magic Eden MCP Server
Claim
Enables interaction with the Magic Eden NFT marketplace across multiple blockch…
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| 41106 |
bun-mcp-server
Claim
A lightweight HTTP-based MCP server built with Bun, enabling tool discovery and…
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| 41107 |
ecommerce-mcp-server
Claim
Enables AI agents to search products, lookup barcodes, and manage shopping cart…
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| 41108 |
LotAPI
Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
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| 41109 |
MCP Junction
Claim
Search a nightly-refreshed directory of MCP servers by keyword, category or top…
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| 41110 |
personal-knowledge
Claim
A portable, AI-agnostic second brain that stores typed memories with semantic r…
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| 41111 |
TermSSH MCP
Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
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| 41112 |
mcp-arcgis-tigard
Claim
Enables AI agents to search and query City of Tigard GIS open geospatial datase…
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| 41113 |
Provides AI-powered access to the largest EU GDPR enforcement decisions databas…
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| 41114 |
mcp-mychem
Claim
Provides access to dataset statistics and metadata for MyChem.info, a chemical …
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| 41115 |
NetApp ONTAP MCP Server
Claim
Provides a Model Context Protocol interface for managing and monitoring NetApp …
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| 41116 |
AWS Health MCP Server
Claim
MCP server that exposes AWS Health API as tools for checking service health, ev…
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| 41117 |
obsidian-wiki-mcp
Claim
MCP server that implements Karpathy's LLM Wiki pattern for Obsidian vaults, ena…
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| 41118 |
maib-mcp
Claim
MCP server for MAIB e-commerce payments (Moldova). Supports payments, refunds, …
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| 41119 |
Ozon MCP Server
Claim
MCP server for Ozon marketplace that enables AI assistants to search products, …
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| 41120 |
resume-mcp
Claim
A resume MCP server that enables AI agents to search work history by keyword or…
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| 41121 |
lean-mcp
Claim
Enables verification of Lean 4 mathematical proofs via MCP tools, allowing AI c…
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| 41122 |
Enables users to connect bank accounts within a chat session using Sophtron's U…
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| 41123 |
ts-mcp-server
Claim
A lightweight MCP server that provides 40 tools for TypeScript/JavaScript refac…
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| 41124 |
rocketchat-mcp
Claim
MCP server for Rocket.Chat, enabling AI agents to interact with Rocket.Chat wor…
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| 41125 |
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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| 41126 |
Memento Vault
Claim
Provides persistent knowledge capture and retrieval for coding agents. Enables …
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| 41127 |
mcp-ros2-logs
Claim
Enables AI agents to analyze ROS2 log files across multiple nodes by merging th…
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| 41128 |
RootCause
Claim
Enables debugging by analyzing bug reports, tracebacks, or code snippets to ret…
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| 41129 |
An MCP server implementing a 7-stage agentic frontend workflow—from design audi…
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| 41130 |
UnityAutonomousMCP
Claim
A comprehensive autonomous agent framework for Unity 2022.3.22f1 combining Mode…
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| 41131 |
smart-mcp-server
Claim
Enables AI assistants to securely interact with FHIR R4 servers for clinical de…
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| 41132 |
jira-mcp-server
Claim
A lightweight MCP server that exposes Jira issue operations (get, search, creat…
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| 41133 |
MarketIntel MCP Server
Claim
Enables AI assistants to perform real-time market research including competitor…
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| 41134 |
AI-powered cryptocurrency trading assistant for OKX exchange, featuring a multi…
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| 41135 |
automator-mcp
Claim
MCP server that enables AI to control macOS through AppleScript, JXA, and Autom…
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| 41136 |
toshl-mcp-server
Claim
Enables AI agents to access and analyze financial data from Toshl Finance, incl…
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| 41137 |
gmod-mcp
Claim
MCP server for Garry's Mod enabling RCON command execution, Lua scripting, wind…
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| 41138 |
jayrah
Claim
Enables AI assistants to interact with Jira via CLI/TUI, supporting issue brows…
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| 41139 |
MCP Data Vermont
Claim
Enables searching, querying, and retrieving metadata from Vermont Open Data (da…
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| 41140 |
MCP Security Auditor
Claim
An LLM-powered vulnerability auditor for MCP servers that catches semantically-…
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| 41141 |
@agentkarma/mcp
Claim
Exposes AgentKarma's read-only trust and reputation tools (karma, agents, succe…
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| 41142 |
Delivery cost calculator and container dimensions for France. Real HT/TTC price…
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| 41143 |
Aseprite-MCP
Claim
Enables AI assistants to automate Aseprite tasks such as sprite sheet export, f…
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| 41144 |
fyi-mcp
Claim
FYI request management with tools for requests, authorities, correspondence, sy…
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| 41145 |
sakutto-mcp-server
Claim
A production-ready MCP server for AI agents, providing deep web research and RA…
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| 41146 |
anchor-x402-mcp
Claim
16 paid wallet & utility tools on Base + Solana. 9 commodity primitives — OFAC …
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| 41147 |
sendpookie
Claim
Create and send cinematic digital gifts for birthdays and anniversaries via Cla…
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| 41148 |
Fpl Universal MCP Server
Claim
Provides a standardized interface for interacting with Fpl's tools and services…
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| 41149 |
Provides a standardized interface for interacting with Slack's tools and servic…
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| 41150 |
hermes-local-agent-lanes
Claim
Provides safe local-model MCP support tools (summarization, classification, cri…
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