MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33101 |
chronoverify-mcp
Claim
Verify a photo's capture time and provenance before an agent trusts it: cryptog…
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| 33102 |
faceit-mcp
Claim
Enables AI assistants to query the FACEIT platform for players, matches, hubs, …
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| 33103 |
ChatGPT MCP Server
Claim
Enables ChatGPT to perform filesystem operations, execute PowerShell commands, …
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| 33104 |
figma-opencode-mcp
Claim
Local-first MCP server that connects AI coding agents to the currently open Fig…
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| 33105 |
exitengine-mcp
Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
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| 33106 |
UCP Server
Claim
Self-hosted server that generates and serves Universal Context Packages (UCP) t…
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| 33107 |
TrendRadar MCP Server
Claim
Enables quick deployment of a trending news assistant with multi-channel notifi…
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| 33108 |
Personal Notes Assistant
Claim
MCP server that indexes your Obsidian notes into a Milvus vector database and e…
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| 33109 |
n8n-mcp
Claim
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| 33110 |
Smart Colab MCP Bridge
Claim
Connects Claude Desktop to a Google Colab runtime via ngrok for remote Python e…
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| 33111 |
mcp-1
Claim
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| 33112 |
excel-mcp-server
Claim
Enables AI assistants to automate Microsoft Excel tasks such as reading/writing…
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| 33113 |
affinity-mcp-bridge
Claim
Bridges MCP clients to Affinity by Canva's local MCP server, exposing tools for…
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| 33114 |
meta-ads-mcp-server
Claim
MCP Server for the Meta Marketing API. Gives Claude Desktop direct access to yo…
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| 33115 |
Wafle-Scraper
Claim
Enables AI agents to scrape web pages safely with incognito browsing, rate limi…
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| 33116 |
rednote-mcp-2
Claim
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| 33117 |
A standardized interface for interacting with AWS S3 tools and services through…
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| 33118 |
Computer Use MCP Server
Claim
A production-grade macOS MCP server exposing 33 tools for full desktop automati…
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| 33119 |
Master MCP Orchestrator
Claim
A central MCP server that connects to multiple MCP servers and intelligently ro…
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| 33120 |
Demonstrates MCP remote authentication boundary with OAuth 2.0, Keycloak token …
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| 33121 |
factorio-mcp
Claim
Enables control and inspection of a Factorio 2.0 server via RCON, with tools fo…
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| 33122 |
perplexity-control-mcp
Claim
Comprehensive MCP server providing full programmatic control over the Perplexit…
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| 33123 |
AWS Cost Saver
Claim
Enables scanning AWS accounts for cost optimization opportunities by reading re…
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| 33124 |
SkillSync MCP
Claim
An MCP server for searching, security scanning, installing, and managing skills…
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| 33125 |
Assembly MCP
Claim
Converts PDF to Markdown and Markdown to PDF using PyMuPDF and WeasyPrint engin…
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| 33126 |
claude-mcp
Claim
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| 33127 |
fleet-mcp-server
Claim
Enables semantic search, recommendations, and similar crate lookups for Rust cr…
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| 33128 |
mcp-server-polarion
Claim
Polarion ALM integration with 24 read/write tools for documents, work items, tr…
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| 33129 |
Pexels MCP Server
Claim
Enables searching and retrieving free photos and videos from Pexels using natur…
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| 33130 |
Gmail MCP Server
Claim
Provides read-only access to Gmail, enabling email search, unread listing, mess…
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| 33131 |
Provides 15 geospatial utility tools for AI agents, covering coordinate transfo…
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| 33132 |
btdiag
Claim
Enables AI agents to control Bluetooth audio devices via MCP tools, including b…
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| 33133 |
auggie-context-mcp
Claim
Enables AI agents like Claude and Cursor to query codebases using Augment's con…
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| 33134 |
transcode-mcp
Claim
A media transcoding proxy with an MCP control surface for generating optimized …
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| 33135 |
Capsid
Claim
A Cloudflare-native MCP server for a consolidated knowledge base, enabling CRUD…
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| 33136 |
agent-messaging
Claim
Enables asynchronous messaging between AI agents, including sending messages, p…
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| 33137 |
OHIP MCP Server
Claim
A universal gateway for the Oracle Hospitality Interface Platform (OHIP) that e…
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| 33138 |
Salesforce Query
Claim
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
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| 33139 |
UniversalDeFi AI
Claim
A backend service that executes transactions across multiple blockchains, enabl…
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| 33140 |
claude-ssh-mcp
Claim
Enables Claude to connect to servers via SSH, execute commands, transfer files,…
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| 33141 |
@looppause/mcp
Claim
Pauses AI agent execution and routes approval requests to humans via Slack or e…
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| 33142 |
Enables AI-assisted development by running and testing code directly on Databri…
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| 33143 |
post-server
Claim
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| 33144 |
aiproject-mcp
Claim
MCP server for managing AIProject tasks and projects, providing CRUD operations…
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| 33145 |
transit-mcp
Claim
MCP server for Japanese public transit journey planning with interactive map UI…
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| 33146 |
agent-memory
Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
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| 33147 |
ElevenLabs MCP Server
Claim
Official MCP server that enables interaction with ElevenLabs Text to Speech and…
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| 33148 |
Python Code Validator
Claim
Validates, repairs and sandbox-runs AI-generated Python: lint, types, security,…
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| 33149 |
semarcy-mcp
Claim
MCP server providing RAG-powered access to Semarchy documentation (xDM, xDI, xD…
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| 33150 |
mail-macos-mcp
Claim
Enables Claude to control the macOS Mail app for reading, searching, drafting, …
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