MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12551 |
A deterministic, network-free MCP server for validating repository release hygi…
|
C 61 5⁄4 | ||||||||
| 12552 |
An orchestration server that enables AI agents to collaborate across multiple A…
|
C 61 5⁄5 | ||||||||
| 12553 |
This MCP server enables users to interact with and analyze the dair-ai/emotion …
|
C 60 5⁄5 | ||||||||
| 12554 |
Intelligent PDF processing server that automatically detects PDF types (text or…
|
C 60 5⁄5 | ||||||||
| 12555 |
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
|
C 60 6⁄6 | ||||||||
| 12556 |
A Node.js server that wraps the WordPress REST API with the Model Context Proto…
|
C 60 5⁄5 | ||||||||
| 12557 |
A Model Context Protocol server that enables efficient discovery and retrieval …
|
C 60 5⁄5 | ||||||||
| 12558 |
Enables management of dental appointments through Google Calendar integration. …
|
C 60 6⁄6 | ||||||||
| 12559 |
Provides advanced JWT auditing tools including decoding, vulnerability analysis…
|
C 60 5⁄4 | ||||||||
| 12560 |
Domain Checker
Claim
Enables checking domain name availability using WHOIS lookups and DNS resolutio…
|
C 60 5⁄5 | ||||||||
| 12561 |
sensecritiq
Claim
UX research synthesis. Upload interviews and get themes, findings, and verbatim…
|
C 60 5⁄4 | ||||||||
| 12562 |
Enables AI assistants to build and manage Filament admin panels by providing co…
|
C 60 5⁄5 | ||||||||
| 12563 |
A Model Context Protocol server that enables AI agents to autonomously execute …
|
C 60 5⁄5 | ||||||||
| 12564 |
|
C 60 5⁄5 | ||||||||
| 12565 |
Jokes MCP Server
Claim
Enables users to fetch jokes from multiple sources including Chuck Norris jokes…
|
C 60 5⁄5 | ||||||||
| 12566 |
Enables LLMs to retrieve real-time stock and cryptocurrency prices and news usi…
|
C 60 5⁄5 | ||||||||
| 12567 |
An MCP server that gives AI agents fast access to verified EVM chain informatio…
|
C 60 5⁄5 | ||||||||
| 12568 |
A MCP server provides SQL database access with support for PostgreSQL, MySQL, a…
|
C 60 5⁄4 | ||||||||
| 12569 |
Provides read-only access to Velero backup and schedule resources in Kubernetes…
|
C 60 5⁄5 | ||||||||
| 12570 |
Enables AI assistants to search PyPI packages and retrieve detailed metadata, v…
|
C 60 5⁄5 | ||||||||
| 12571 |
SketchupMCP
Claim
Integration that connects Sketchup to Claude AI through the Model Context Proto…
|
C 60 5⁄5 | ||||||||
| 12572 |
A FastMCP server providing 25 tools for interacting with the YouTube Data API v…
|
C 60 5⁄5 | ||||||||
| 12573 |
Enables read-only access to Apache Iceberg tables via Impala, allowing LLMs to …
|
C 60 5⁄5 | ||||||||
| 12574 |
Enables automated interaction with Xiaohongshu (Little Red Book) platform inclu…
|
C 60 5⁄4 | ||||||||
| 12575 |
An MCP server that manages chunking and reading of large responses, allowing to…
|
C 60 5⁄4 | ||||||||
| 12576 |
OneNote MCP Server
Claim
Enables AI assistants to securely interact with Microsoft OneNote data through …
|
C 60 5⁄5 | ||||||||
| 12577 |
Enables programmatic control of Android devices via ADB, supporting UI automati…
|
C 60 5⁄4 | ||||||||
| 12578 |
A Python-based Model Context Protocol server that allows AI assistants like Cla…
|
C 60 5⁄5 | ||||||||
| 12579 |
A server based on the MCP protocol that uses the Brave API for web search funct…
|
C 60 5⁄5 | ||||||||
| 12580 |
|
C 60 6⁄4 | ||||||||
| 12581 |
Provides tools for managing qualitative research knowledge graphs, enabling str…
|
C 60 5⁄5 | ||||||||
| 12582 |
A generic Model Context Protocol framework for building AI-powered applications…
|
C 60 5⁄5 | ||||||||
| 12583 |
A mathematical computation service that enables users to perform symbolic calcu…
|
C 60 5⁄5 | ||||||||
| 12584 |
ChatBI MCP Server
Claim
Enables AI-powered business intelligence and data analysis using pandas and LLM…
|
C 60 5⁄5 | ||||||||
| 12585 |
A Model Context Protocol server that enables natural language querying of the C…
|
C 60 5⁄5 | ||||||||
| 12586 |
Provides AI agents with real-time cryptocurrency news and media updates sourced…
|
C 60 5⁄5 | ||||||||
| 12587 |
Allows sending emails through the Resend service using a standardized Model Con…
|
C 60 5⁄5 | ||||||||
| 12588 |
Enables text-to-image generation using Zhipu AI's CogView4 model with support f…
|
C 60 5⁄5 | ||||||||
| 12589 |
Enables access to National Stock Exchange (NSE) market data through the Upstox …
|
C 60 5⁄5 | ||||||||
| 12590 |
A Model Context Protocol server built with FastMCP that provides tools for retr…
|
C 60 5⁄4 | ||||||||
| 12591 |
A Model Context Protocol server that enables Claude AI to interact with Xano da…
|
C 60 5⁄5 | ||||||||
| 12592 |
An MCP protocol server that enables web search functionality using the Tavily A…
|
C 60 5⁄5 | ||||||||
| 12593 |
An MCP server that tracks trading volume metrics segmented by DEX, blockchain, …
|
C 60 5⁄5 | ||||||||
| 12594 |
An MCP server that enables AI agents and LLMs to interact with the Test MCP Ser…
|
C 60 5⁄5 | ||||||||
| 12595 |
MCP Server for AsterPay x402 Data API — market data, AI tools, crypto analytics…
|
C 60 5⁄5 | ||||||||
| 12596 |
A Playwright-based tool that performs Google searches and extracts results whil…
|
C 60 5⁄5 | ||||||||
| 12597 |
Enables AI assistants to interact with Odoo ERP systems through XML-RPC, provid…
|
C 60 5⁄5 | ||||||||
| 12598 |
An MCP server that analyzes cross-chain activity on the Wormhole protocol, prov…
|
C 60 5⁄5 | ||||||||
| 12599 |
Enables comprehensive healthcare data analysis using Tuva Health demo data with…
|
C 60 5⁄5 | ||||||||
| 12600 |
Enables AI assistants to access real-time financial data, historical stock pric…
|
C 60 5⁄5 | ||||||||