MCP Server Quality Scores
Independent quality analysis of 40750 public MCP servers
Last updated 2 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39001 |
qutebrowser-mcp
Claim
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
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| 39002 |
YNAB MCP Server
Claim
Enables AI assistants to interact with YNAB budgets, performing read-only queri…
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| 39003 |
sncro
Claim
sncro is a lightweight MCP relay and framework plugin system that lets AI codin…
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| 39004 |
Taste
Claim
Expert review for AI agents. On-chain proof of human review.
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| 39005 |
lifequo
Claim
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| 39006 |
MCP Shell Server
Claim
A simple MCP server that provides a terminal tool for executing shell commands …
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| 39007 |
LabArchives MCP Server
Claim
Connects AI assistants to LabArchives electronic lab notebooks, enabling queryi…
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| 39008 |
Xee-mcp
Claim
Enables AI assistants to search X posts and read user timelines without API cos…
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| 39009 |
Universal AI Hub
Claim
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
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| 39010 |
assiststudio-runner
Claim
Windows-only headless LLM task automation engine with scheduling via Windows Ta…
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| 39011 |
Mind Cloud
Claim
Persistent memory infrastructure for AI systems, running on Cloudflare's edge n…
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| 39012 |
clipboard-mcp-server
Claim
Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), an…
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| 39013 |
gyana-universal-vectorkb
Claim
# Gyana Universal VectorKB MCP Server
A unified WebSocket-based MCP (Model Con…
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| 39014 |
testing-mcp
Claim
Enables AI assistants to write and debug integration tests by providing live ac…
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| 39015 |
Meta Ads MCP
Claim
Enables AI-powered analysis, management, and optimization of Meta advertising c…
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| 39016 |
Estroni Storefront
Claim
UCP agentic-commerce proxy for Estroni: merino & low-tox women's activewear cat…
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| 39017 |
hedera-mcp-platform
Claim
Hedera ecosystem intelligence for AI agents. 16 tools, pay per call in HBAR.
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| 39018 |
repo-memory
Claim
A different approach from typical persistent-memory MCPs. Instead of a local
SQ…
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| 39019 |
Text sentiment analysis API for AI agents. Analyze sentiment (positive/negative…
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| 39020 |
vimax-mcp
Claim
Enables AI video generation from ideas or screenplays via ViMax, with job manag…
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| 39021 |
mcp-ssh
Claim
MCP server for SSH remote execution, file transfer, and file editing with autom…
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| 39022 |
opendart-mcp-server
Claim
Enables AI agents to access Korean corporate disclosure data from DART, allowin…
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| 39023 |
google_calendarmcp
Claim
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| 39024 |
nasa-exoplanet-mcp
Claim
An MCP server that gives AI assistants direct access to NASA's Exoplanet Archiv…
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| 39025 |
Strapi MCP Server
Claim
Provides AI agents with full access to Strapi 5.x CMS for managing content type…
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| 39026 |
DataDawn MCP Server
Claim
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
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| 39027 |
Google Tasks MCP Server
Claim
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
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| 39028 |
Zillow MCP Server
Claim
Provides real-time access to Zillow real estate data, enabling property search,…
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| 39029 |
Renfe MCP Server
Claim
Enables querying Renfe train schedules, checking prices, and finding stations a…
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| 39030 |
interview-mcp-server
Claim
Intelligent interview assistant that parses resumes, generates interview questi…
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| 39031 |
mundigital
Claim
Exposes a public, read-only professional profile with tools to search resume ev…
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| 39032 |
Scopecraft Command
Claim
MCP server for managing Markdown-Driven Task Management (MDTM) files with task,…
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| 39033 |
Secure MCP Server
Claim
Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
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| 39034 |
Vibe Blocks MCP
Claim
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
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| 39035 |
Createve.AI Nexus
Claim
An open-source implementation of the Model Context Protocol (MCP) that bridges …
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| 39036 |
mcp-server-max
Claim
A Model Context Protocol server for Max messenger that lets AI assistants send …
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| 39037 |
daisyui-mcp-server
Claim
MCP server for daisyUI React components that enables AI coding assistants to se…
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| 39038 |
MCPpedia
Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
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| 39039 |
Hosted MCP
Claim
Provide a hosted environment for Model Context Protocol applications.
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| 39040 |
MCP AI Chat Server
Claim
A Laravel-based AI-powered chat interface for business management operations, e…
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| 39041 |
onenote-mcp-server
Claim
Enables natural language access to Microsoft OneNote notebooks, sections, and p…
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| 39042 |
crawl-mcp
Claim
MCP server for web crawling, searching, and AI-powered content extraction, supp…
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| 39043 |
coherence-mcp-server
Claim
Enables AI agents to interact with the Coherence Network platform, allowing the…
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| 39044 |
StarUML MCP Server
Claim
Enables AI to remotely control StarUML for generating UML diagrams (use case, c…
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| 39045 |
coze-mcp-server
Claim
A Model Context Protocol server that provides Coze resources and tools for mana…
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| 39046 |
sovr-mcp-proxy
Claim
A transparent proxy and execution firewall that intercepts and audits AI agent …
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| 39047 |
zerolangcompiler-mcp
Claim
A paid remote MCP for ZeroLang, built to return verdicts, receipts, usage logs,…
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| 39048 |
MCP server for Ordali memory: SQLite-backed project memory and governance trace…
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| 39049 |
mcp-selenium-python
Claim
Enables LLMs to automate browser tasks (navigation, clicks, text input) via Sel…
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| 39050 |
PBPK MCP Server
Claim
Public MCP endpoint for physiologically based pharmacokinetic (PBPK) simulation…
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