MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6001 |
A Model Context Protocol server that allows intelligent analysis and querying o…
|
B 72 5⁄5 | ||||||||
| 6002 |
Local-first AWS security analyzer that discovers attack paths and generates rem…
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B 72 5⁄4 | ||||||||
| 6003 |
A Model Context Protocol server that enables searching YouTube videos, retrievi…
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B 72 5⁄5 | ||||||||
| 6004 |
Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp
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B 72 5⁄4 | ||||||||
| 6005 |
Enhanced Model Context Protocol server that transforms OmniFocus into an AI-pow…
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B 72 5⁄4 | ||||||||
| 6006 |
Enables sending rich notifications to Discord and/or Slack webhooks with automa…
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B 72 5⁄5 | ||||||||
| 6007 |
Provides natural language access to IPL cricket match data, allowing users to q…
|
B 72 5⁄4 | ||||||||
| 6008 |
Enables AI assistants to securely execute remote SSH commands, perform file tra…
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B 72 5⁄5 | ||||||||
| 6009 |
An MCP server that helps developers publish their MCP servers to the registry
|
B 72 5⁄5 | ||||||||
| 6010 |
An MCP server providing access to Telos, a philosophical AI mentor that combine…
|
B 72 5⁄4 | ||||||||
| 6011 |
MCP server that gives AI agents structured, ground-truth GitHub repository inte…
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B 72 5⁄4 | ||||||||
| 6012 |
Intelligently extracts and analyzes website logos from multiple sources (favico…
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B 72 5⁄5 | ||||||||
| 6013 |
Confluence MCP Server
Claim
Enables AI assistants to interact with Confluence by converting Markdown docume…
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B 72 5⁄5 | ||||||||
| 6014 |
Web search, content extraction, PDF parsing, plus datetime and geolocation tool…
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B 72 5⁄4 | ||||||||
| 6015 |
Claude RAG MCP Pipeline
Claim
Enables Claude Desktop to search and query personal document collections (PDF, …
|
B 72 5⁄5 | ||||||||
| 6016 |
A Model Context Protocol server that enables AI assistants and applications to …
|
B 72 5⁄5 | ||||||||
| 6017 |
Enables sending WhatsApp Business messages including text, media, interactive l…
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B 72 5⁄5 | ||||||||
| 6018 |
Provides an interactive user interface for asking questions with support for te…
|
B 72 5⁄4 | ||||||||
| 6019 |
mcp-lucene-server
Claim
mcp-lucene-server
|
B 72 5⁄5 | ||||||||
| 6020 |
iconfont-mcp
Claim
Enables searching, downloading, and managing SVG icons from iconfont.cn, China'…
|
B 72 5⁄5 | ||||||||
| 6021 |
A Model Context Protocol server that enables Claude Desktop to execute bash com…
|
B 72 5⁄4 | ||||||||
| 6022 |
Integrates Claude with Wave Accounting to automate expense tracking and income …
|
B 72 5⁄4 | ||||||||
| 6023 |
A reliable server for extracting text from PDF documents using the poppler-util…
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B 72 5⁄5 | ||||||||
| 6024 |
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS si…
|
B 72 5⁄4 | ||||||||
| 6025 |
This TypeScript-based MCP server implements a simple notes system, allowing the…
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B 72 5⁄5 | ||||||||
| 6026 |
A Model Context Protocol server that enables AI models to send emails via simpl…
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B 72 5⁄5 | ||||||||
| 6027 |
Enables interaction with ScanPower's inventory and shipment management system t…
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B 72 5⁄5 | ||||||||
| 6028 |
Provides advanced document search and processing capabilities through vector st…
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B 72 5⁄5 | ||||||||
| 6029 |
A Model Context Protocol server that provides AI assistants with structured acc…
|
B 72 5⁄4 | ||||||||
| 6030 |
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, I…
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B 72 5⁄4 | ||||||||
| 6031 |
Provides access to real-time and historical water conditions of the Aare river …
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B 72 5⁄5 | ||||||||
| 6032 |
A comprehensive tool server for reading, merging, and extracting content from P…
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B 72 5⁄5 | ||||||||
| 6033 |
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
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B 72 5⁄5 | ||||||||
| 6034 |
Mem0 Memory MCP Server
Claim
Enables AI agents to store and retrieve memories with user-specific context usi…
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B 72 5⁄5 | ||||||||
| 6035 |
Integrates with Keka HR platform to manage employee profiles, attendance, leave…
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B 72 5⁄5 | ||||||||
| 6036 |
Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT …
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B 72 5⁄5 | ||||||||
| 6037 |
Enables cost optimization and financial operations for Google BigQuery through …
|
B 72 5⁄4 | ||||||||
| 6038 |
MCP server for CSV/JSON data transformation using YAML rules
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B 72 5⁄4 | ||||||||
| 6039 |
A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to …
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B 72 5⁄4 | ||||||||
| 6040 |
A Model Context Protocol server that enables AI assistants like Claude to manag…
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B 72 5⁄5 | ||||||||
| 6041 |
OrgFlow MCP
Claim
Enables comprehensive organizational data management including employee trackin…
|
B 72 5⁄5 | ||||||||
| 6042 |
Converts Markdown files and standalone Mermaid diagrams into high-quality PDF o…
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B 72 5⁄5 | ||||||||
| 6043 |
This is an MCP server that provides tools to LLMs for searching and analyzing a…
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B 72 5⁄5 | ||||||||
| 6044 |
Enables interaction with MySQL databases through MCP, supporting query executio…
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B 72 5⁄5 | ||||||||
| 6045 |
LinkedIn MCP Server
Claim
A comprehensive Model Context Protocol server that enables AI assistants to int…
|
B 72 5⁄5 | ||||||||
| 6046 |
A tool that helps AI agents interact with Docker containers on local or remote …
|
B 72 5⁄4 | ||||||||
| 6047 |
Enables adding and running arbitrary CLI commands through natural language, wit…
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B 72 5⁄4 | ||||||||
| 6048 |
Model Context Protocol server for the JSR (JavaScript Registry)
|
B 72 5⁄5 | ||||||||
| 6049 |
Enables Claude to interact with HubSpot CRM for sales analysis and insights, pr…
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B 72 5⁄5 | ||||||||
| 6050 |
An MCP server that allows searching through public SearXNG instances by parsing…
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B 72 5⁄5 | ||||||||