MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45601 |
pns-server MCP Server
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Enables natural language conversion of production and queueing systems into Pet…
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| 45602 |
Gcore MCP Server
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Enables interaction with Gcore Cloud API via LLM assistants, providing tools fo…
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| 45603 |
agent-walkie-talkie
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Enables autonomous agent-to-agent communication between Claude Code instances u…
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| 45604 |
timeverse-command-mcp
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An MCP server that enables AI clients to execute shell, Python, and Node comman…
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| 45605 |
gtfs-pro-mcp
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MCP server that provides tools for querying live transit data (stops, departure…
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| 45606 |
hetzner-mcp
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Manage your entire Hetzner platform from any AI assistant. Cloud servers, netwo…
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| 45607 |
AssetMCP
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Provides normalized reads and unsigned transaction payloads for ASA, ARC-200, a…
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| 45608 |
MCP Server My Lark Doc
Claim
Enables searching and retrieving content from Lark (Feishu) documents via MCP t…
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| 45609 |
Appendix
Claim
Physician-reviewed medical opinions and prescriptions for AI agents.
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| 45610 |
expense-mcp-server
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Enables AI assistants to track and manage expenses, including adding, viewing, …
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| 45611 |
buddy
Claim
Agent-first knowledge graph MCP server that provides 25 tools for managing a kn…
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| 45612 |
cms-mcp-hub
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A universal connector hub that proxies Claude.ai tool calls to any CMS that run…
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| 45613 |
line-oa-mcp-ultimate
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Operate your LINE Official Account from any AI agent through natural language.
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| 45614 |
Converse MCP Server
Claim
Enables Claude to chat with various AI models and obtain multi-model consensus …
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| 45615 |
coingecko-mcp-server
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Crypto market data via CoinGecko — prices, markets, history, trending, and deep…
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| 45616 |
Chai-1 MCP Server
Claim
Enables protein structure prediction using the Chai-1 model via Docker, with to…
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| 45617 |
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
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| 45618 |
Witnessed
Claim
Verifiable action receipts for AI agents — agents sign claims locally, an indep…
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| 45619 |
Document Buddy
Claim
A no-server MCP toolkit that organizes project wikis from Feishu documents, mes…
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| 45620 |
Yazio MCP
Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
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| 45621 |
jenkins-mcp-server
Claim
Enables LLMs to access Jenkins job data, trigger builds, and manage Jenkins tas…
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| 45622 |
figmind
Claim
MCP server that connects AI clients to Figma, enabling real-time reading, creat…
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| 45623 |
Yahoo Mail MCP Server
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Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
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| 45624 |
Enables sending emails, drafting emails, and appending text to Google Docs via …
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| 45625 |
Gridscoot
Claim
AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (…
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| 45626 |
linkedin-mcp
Claim
A personal-use remote MCP server that lets you post to LinkedIn, queue/schedule…
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| 45627 |
Shared AI + user PowerShell session on Windows - execute commands, run scripts,…
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| 45628 |
gmail-mcp
Claim
An MCP server that lets Claude read, search, send, label, and manage your Gmail…
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| 45629 |
MCP Hub
Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
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| 45630 |
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
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| 45631 |
password-ai-mcp
Claim
password-ai-mcp MCP server by MEOK AI Labs
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| 45632 |
godot-mcp
Claim
A TypeScript MCP server bridging MCP clients to Godot 4 editor, enabling scene,…
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| 45633 |
8DX MCP Server
Claim
Exposes 8DX DEX aggregator REST endpoints as tools for AI agents, enabling toke…
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| 45634 |
gaudio-developers-mcp
Claim
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
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| 45635 |
pmcontrols-mcp
Claim
Validated project scheduling and earned value computations for AI agents, expos…
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| 45636 |
aviation-weather-mcp
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Provides aviation weather briefings including METARs, TAFs, PIREPs, SIGMETs, an…
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| 45637 |
Semrush MCP
Claim
MCP server & CLI for keyword research, domain analytics, backlinks, traffic ana…
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| 45638 |
sumo-logic-mcp
Claim
MCP server for Sumo Logic — 37 tools for searching logs, managing monitors, ale…
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| 45639 |
Strapi Connector
Claim
Manage Strapi content and media from one place. Browse content types and compon…
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| 45640 |
unofficialMCP4Vaillant
Claim
An unofficial MCP (Model Context Protocol) server that exposes a Vaillant heat …
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| 45641 |
A read-only MongoDB MCP server designed for serverless deployment on Vercel, pr…
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| 45642 |
Provides a remote MCP server with tools like guild_feed and join_guild for AI a…
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| 45643 |
MA local gov meetings, transcripts, articles, bylaws, calendars for 351 towns.
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| 45644 |
Enables comprehensive Trello integration via MCP, supporting boards, lists, car…
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| 45645 |
Spain AI Kit
Claim
A collection of MCP servers that connect AI assistants to Spanish open governme…
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| 45646 |
mcp-pypi
Claim
A security-focused MCP server that enables AI assistants to search PyPI package…
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| 45647 |
groundcheck
Claim
An MCP server that lets any AI agent evaluate RAG outputs -- faithfulness scori…
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| 45648 |
Token Metrics MCP Server
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Token Metrics MCP Server
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| 45649 |
build-vault-mcp-server1
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| 45650 |
mcp-server-modular
Claim
A modular MCP server that lets you add tools by dropping JavaScript files into …
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