MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 7 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12751 |
Yahoo Finance MCP Server
Claim
Enables querying Yahoo Finance data including stock prices, historical data, fi…
|
C 60 5⁄5 | ||||||||
| 12752 |
Discrete Structures
Claim
Comprehensive tools for discrete mathematics: logic, algorithms, number theory,…
|
C 60 5⁄4 | ||||||||
| 12753 |
A Model Context Protocol server built with FastMCP that provides tools for retr…
|
C 60 5⁄4 | ||||||||
| 12754 |
FAQ RAG MCP Server
Claim
Enables semantic search and question-answering over FAQ documents using RAG (Re…
|
C 60 5⁄5 | ||||||||
| 12755 |
An MCP server for nearby place searches with IP-based location detection.
|
C 60 5⁄5 | ||||||||
| 12756 |
SketchupMCP
Claim
Integration that connects Sketchup to Claude AI through the Model Context Proto…
|
C 60 5⁄5 | ||||||||
| 12757 |
Intelligent PDF processing server that automatically detects PDF types (text or…
|
C 60 5⁄5 | ||||||||
| 12758 |
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
|
C 60 6⁄6 | ||||||||
| 12759 |
Acts as a bridge between AI models and Google's PageSpeed Insights API, enablin…
|
C 60 6⁄6 | ||||||||
| 12760 |
Open Data MCP
Claim
Enables exploration and interaction with South Korea's Public Data Portal (Open…
|
C 60 6⁄6 | ||||||||
| 12761 |
Concierge Voyage MCP
Claim
An interactive travel planning server that integrates flight searching, weather…
|
C 60 5⁄5 | ||||||||
| 12762 |
A Model Context Protocol (MCP) server that provides mathematical calculations a…
|
C 60 5⁄5 | ||||||||
| 12763 |
A Model Context Protocol server that enables users to control and interact with…
|
C 60 5⁄5 | ||||||||
| 12764 |
Provides tools for managing qualitative research knowledge graphs, enabling str…
|
C 60 5⁄5 | ||||||||
| 12765 |
mcp-pageshot
Claim
Paste a URL to see exactly how it renders as a social card on Twitter, LinkedIn…
|
C 60 5⁄5 | ||||||||
| 12766 |
A Model Context Protocol server for intelligent Excel processing and data analy…
|
C 60 5⁄5 | ||||||||
| 12767 |
Docstring quality vetting for Python -- enrichment, freshness, coverage, and pr…
|
C 60 6⁄6 | ||||||||
| 12768 |
MCP server for AiList — search and discover Ai projects from Claude Code
|
C 60 6⁄4 | ||||||||
| 12769 |
This MCP server enables users to interact with and analyze the dair-ai/emotion …
|
C 60 5⁄5 | ||||||||
| 12770 |
sensecritiq
Claim
UX research synthesis. Upload interviews and get themes, findings, and verbatim…
|
C 60 5⁄4 | ||||||||
| 12771 |
Provides AI agents with real-time cryptocurrency news and media updates sourced…
|
C 60 5⁄5 | ||||||||
| 12772 |
gong-mcp
Claim
gong-mcp
|
C 60 5⁄5 | ||||||||
| 12773 |
Enables chess gameplay and interaction through MCP protocol. Allows users to pl…
|
C 60 5⁄5 | ||||||||
| 12774 |
A Model Context Protocol server that provides access to Magic UI components, al…
|
C 60 5⁄5 | ||||||||
| 12775 |
A Model Context Protocol server that enables natural language querying of the C…
|
C 60 5⁄5 | ||||||||
| 12776 |
Enables keyword searching across ManualWorks documents by combining document an…
|
C 60 5⁄5 | ||||||||
| 12777 |
An MCP server for managing and publishing 3D files using S3-compatible storage …
|
C 60 5⁄5 | ||||||||
| 12778 |
A mathematical computation service that enables users to perform symbolic calcu…
|
C 60 5⁄5 | ||||||||
| 12779 |
Enables management and monitoring of farm operations including field and crop t…
|
C 60 5⁄4 | ||||||||
| 12780 |
Enables AI agents to generate UNHCR-styled data visualizations including bar, l…
|
C 60 5⁄5 | ||||||||
| 12781 |
Enables control and interaction with Jira through the Jira Command Line interfa…
|
C 60 6⁄6 | ||||||||
| 12782 |
An MCP server that delivers NFT collection analytics powered by data from Dune …
|
C 60 5⁄5 | ||||||||
| 12783 |
A Model Context Protocol server providing comprehensive Korean stock market ana…
|
C 60 5⁄5 | ||||||||
| 12784 |
Provides intelligent access to the USDA nutrition database through AI assistant…
|
C 60 5⁄5 | ||||||||
| 12785 |
An MCP server that manages chunking and reading of large responses, allowing to…
|
C 60 5⁄4 | ||||||||
| 12786 |
A server based on the MCP protocol that uses the Brave API for web search funct…
|
C 60 5⁄5 | ||||||||
| 12787 |
A Python application that automatically generates different types of mind maps …
|
C 60 5⁄4 | ||||||||
| 12788 |
A Model Context Protocol server that enables efficient discovery and retrieval …
|
C 60 5⁄5 | ||||||||
| 12789 |
A template for deploying secure Model Context Protocol servers to Cloudflare Wo…
|
C 60 5⁄5 | ||||||||
| 12790 |
Manage your family's calendars and lists in Cozi. View, create, and update appo…
|
C 60 6⁄6 | ||||||||
| 12791 |
Enables tracking and analyzing personal expenses stored in CSV files. Supports …
|
C 60 5⁄4 | ||||||||
| 12792 |
A Model Context Protocol (MCP) based geographic processing server that provides…
|
C 60 5⁄5 | ||||||||
| 12793 |
A Model Context Protocol server that reduces token consumption by efficiently c…
|
C 60 6⁄4 | ||||||||
| 12794 |
Enables image analysis and recognition through multiple LLM vision models (Gemi…
|
C 60 5⁄5 | ||||||||
| 12795 |
An MCP server that provides a toolbox for interacting with EPA SWMM stormwater …
|
C 60 5⁄4 | ||||||||
| 12796 |
An MCP server that provides AI assistants access to the Beeminder API, allowing…
|
C 60 5⁄5 | ||||||||
| 12797 |
Provides AI assistants with read access to ServiceNow instances to aid in build…
|
C 60 5⁄5 | ||||||||
| 12798 |
Enables text-to-image generation using Zhipu AI's CogView4 model with support f…
|
C 60 5⁄5 | ||||||||
| 12799 |
ChatBI MCP Server
Claim
Enables AI-powered business intelligence and data analysis using pandas and LLM…
|
C 60 5⁄5 | ||||||||
| 12800 |
Zerodha Kite MCP Server
Claim
Implements a Model Context Protocol server that connects with Zerodha Kite API,…
|
C 60 5⁄5 | ||||||||