MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33001 |
excel-mcp-server
Claim
Enables AI assistants to automate Microsoft Excel tasks such as reading/writing…
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| 33002 |
affinity-mcp-bridge
Claim
Bridges MCP clients to Affinity by Canva's local MCP server, exposing tools for…
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| 33003 |
meta-ads-mcp-server
Claim
MCP Server for the Meta Marketing API. Gives Claude Desktop direct access to yo…
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| 33004 |
Wafle-Scraper
Claim
Enables AI agents to scrape web pages safely with incognito browsing, rate limi…
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| 33005 |
rednote-mcp-2
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| 33006 |
A standardized interface for interacting with AWS S3 tools and services through…
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| 33007 |
Computer Use MCP Server
Claim
A production-grade macOS MCP server exposing 33 tools for full desktop automati…
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| 33008 |
Master MCP Orchestrator
Claim
A central MCP server that connects to multiple MCP servers and intelligently ro…
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| 33009 |
Demonstrates MCP remote authentication boundary with OAuth 2.0, Keycloak token …
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| 33010 |
factorio-mcp
Claim
Enables control and inspection of a Factorio 2.0 server via RCON, with tools fo…
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| 33011 |
perplexity-control-mcp
Claim
Comprehensive MCP server providing full programmatic control over the Perplexit…
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| 33012 |
AWS Cost Saver
Claim
Enables scanning AWS accounts for cost optimization opportunities by reading re…
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| 33013 |
SkillSync MCP
Claim
An MCP server for searching, security scanning, installing, and managing skills…
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| 33014 |
Assembly MCP
Claim
Converts PDF to Markdown and Markdown to PDF using PyMuPDF and WeasyPrint engin…
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| 33015 |
claude-mcp
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| 33016 |
fleet-mcp-server
Claim
Enables semantic search, recommendations, and similar crate lookups for Rust cr…
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| 33017 |
mcp-server-polarion
Claim
Polarion ALM integration with 24 read/write tools for documents, work items, tr…
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| 33018 |
Pexels MCP Server
Claim
Enables searching and retrieving free photos and videos from Pexels using natur…
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| 33019 |
Gmail MCP Server
Claim
Provides read-only access to Gmail, enabling email search, unread listing, mess…
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| 33020 |
Provides 15 geospatial utility tools for AI agents, covering coordinate transfo…
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| 33021 |
btdiag
Claim
Enables AI agents to control Bluetooth audio devices via MCP tools, including b…
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| 33022 |
auggie-context-mcp
Claim
Enables AI agents like Claude and Cursor to query codebases using Augment's con…
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| 33023 |
transcode-mcp
Claim
A media transcoding proxy with an MCP control surface for generating optimized …
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| 33024 |
Capsid
Claim
A Cloudflare-native MCP server for a consolidated knowledge base, enabling CRUD…
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| 33025 |
agent-messaging
Claim
Enables asynchronous messaging between AI agents, including sending messages, p…
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| 33026 |
OHIP MCP Server
Claim
A universal gateway for the Oracle Hospitality Interface Platform (OHIP) that e…
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| 33027 |
Salesforce Query
Claim
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
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| 33028 |
UniversalDeFi AI
Claim
A backend service that executes transactions across multiple blockchains, enabl…
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| 33029 |
claude-ssh-mcp
Claim
Enables Claude to connect to servers via SSH, execute commands, transfer files,…
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| 33030 |
@looppause/mcp
Claim
Pauses AI agent execution and routes approval requests to humans via Slack or e…
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| 33031 |
Enables AI-assisted development by running and testing code directly on Databri…
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| 33032 |
post-server
Claim
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| 33033 |
aiproject-mcp
Claim
MCP server for managing AIProject tasks and projects, providing CRUD operations…
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| 33034 |
transit-mcp
Claim
MCP server for Japanese public transit journey planning with interactive map UI…
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| 33035 |
agent-memory
Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
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| 33036 |
ElevenLabs MCP Server
Claim
Official MCP server that enables interaction with ElevenLabs Text to Speech and…
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| 33037 |
Python Code Validator
Claim
Validates, repairs and sandbox-runs AI-generated Python: lint, types, security,…
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| 33038 |
semarcy-mcp
Claim
MCP server providing RAG-powered access to Semarchy documentation (xDM, xDI, xD…
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| 33039 |
mail-macos-mcp
Claim
Enables Claude to control the macOS Mail app for reading, searching, drafting, …
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| 33040 |
OPC UA MCP Server
Claim
Connects to any OPC UA server and exposes its node tree and data via MCP, with …
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| 33041 |
kundali-mcp
Claim
A Vedic astrology MCP server that computes birth charts, dashas, transits, and …
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| 33042 |
arxiv-retrive
Claim
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| 33043 |
datadog-mcp
Claim
Enables AI assistants to query and manage Datadog observability data including …
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| 33044 |
trademe-tinymcp
Claim
A simple MCP server for interacting with Trade Me APIs, providing tools for con…
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| 33045 |
Agent Pulse
Claim
Source-backed finance, technology, and AI news, research, briefings, and Agent …
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| 33046 |
golive-mcp
Claim
Enables AI agents to deploy code to any hosting provider by creating PRs, build…
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| 33047 |
Arcade Agent MCP
Claim
Lets MCP-capable AI agents interact with the Arcade DEX and launchpad on Circle…
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| 33048 |
zendesk-mcp
Claim
Connects AI assistants to your Zendesk account with 14 curated tools for managi…
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| 33049 |
mcp-offline-wikipedia
Claim
Provides offline search and retrieval of Wikipedia articles using Kiwix .zim fi…
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| 33050 |
cangjie-mcp
Claim
MCP server for the Cangjie programming language, providing documentation search…
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