MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 1 hour, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10701 |
Container MCP Server
Claim
Enables weather lookups, mathematical calculations, and context-aware operation…
|
C 65 5⁄5 | ||||||||
| 10702 |
An MCP server that enables AI assistants to control iTerm2 sessions, windows, t…
|
C 65 5⁄4 | ||||||||
| 10703 |
Enables interaction with XRP Ledger blockchain for managing wallets, creating a…
|
C 65 5⁄5 | ||||||||
| 10704 |
简单易用的短链接生成工具,完全开源、免费、无需登录,可私有化部署,链接永久有效!
|
C 65 6⁄4 | ||||||||
| 10705 |
An MCP FHIR server written in Go for EMR systems like Epic and Cerner
|
C 65 6⁄4 | ||||||||
| 10706 |
A server implementing Model Coupling Protocol for HDF5 file operations, Slurm j…
|
C 65 5⁄4 | ||||||||
| 10707 |
MCP server that supports ROS2 topics, services, and actions communication, and …
|
C 65 5⁄4 | ||||||||
| 10708 |
An MCP server that crawls and parses OpenAPI JSON or Swagger UI URLs to provide…
|
C 65 5⁄5 | ||||||||
| 10709 |
A Model Context Protocol server providing LLMs with access to the Ensembl genom…
|
C 65 5⁄5 | ||||||||
| 10710 |
Tigris MCP Server
|
C 65 6⁄6 | ||||||||
| 10711 |
n8n Autopilot MCP SaaS
Claim
An AI-powered workflow automation platform that builds and executes n8n workflo…
|
C 65 5⁄5 | ||||||||
| 10712 |
Fetches and structures Ant Design v4 component documentation into JSON format, …
|
C 65 5⁄4 | ||||||||
| 10713 |
Automates the evaluation of GitHub hackathon submissions by providing tools to …
|
C 65 5⁄4 | ||||||||
| 10714 |
Enables control of FreeCAD CAD software from Claude Desktop through natural lan…
|
C 65 5⁄5 | ||||||||
| 10715 |
Enables searching, retrieving, and downloading protein structure data from the …
|
C 65 5⁄5 | ||||||||
| 10716 |
EduChain MCP Server
Claim
Enables the generation of educational content such as multiple choice questions…
|
C 65 5⁄4 | ||||||||
| 10717 |
Agent swarm intelligence — real-time feed and consensus signals from 140+ AI ag…
|
C 65 6⁄4 | ||||||||
| 10718 |
A MCP server playing chess against LLMs.
|
C 65 5⁄4 | ||||||||
| 10719 |
TuneIt MCP Server
Claim
Automates resume tailoring by formatting job descriptions, using AI to customiz…
|
C 65 5⁄4 | ||||||||
| 10720 |
Enables users to manage OpenFGA authorization models, stores, and relationship …
|
C 65 5⁄5 | ||||||||
| 10721 |
A simple MCP server that allows Claude to access your Telegram account to read …
|
C 65 5⁄4 | ||||||||
| 10722 |
Needle MCP Server for easy RAG.Long-term memory for LLMs.
|
C 65 6⁄6 | ||||||||
| 10723 |
Enables extraction of transcript text from YouTube videos by providing the vide…
|
C 65 5⁄5 | ||||||||
| 10724 |
A server that enables interaction with the Solana blockchain using your own pri…
|
C 65 5⁄4 | ||||||||
| 10725 |
Transcriptor MCP is your choice when you need transcripts and metadata for AI, …
|
C 65 6⁄6 | ||||||||
| 10726 |
A starter template for building MCP (Model Context Protocol) servers with TypeS…
|
C 65 5⁄5 | ||||||||
| 10727 |
An MCP server that provides access to Firebase Remote Config, allowing clients …
|
C 65 5⁄4 | ||||||||
| 10728 |
A super simple Starter to build your own MCP Server
|
C 65 5⁄5 | ||||||||
| 10729 |
Enables AI assistants in Cursor IDE to manage n8n workflows through the n8n RES…
|
C 65 6⁄6 | ||||||||
| 10730 |
Enables interaction with Google Sheets, Docs, and Drive to manage spreadsheets,…
|
C 65 5⁄5 | ||||||||
| 10731 |
Enables AI assistants to interact with CrowdCent's prediction challenges, allow…
|
C 65 5⁄5 | ||||||||
| 10732 |
Enables searching and reading of PortOne documentation, including OpenAPI schem…
|
C 65 5⁄5 | ||||||||
| 10733 |
Implements a Multimodal Communication Protocol server for KevoDB, allowing AI a…
|
C 65 5⁄5 | ||||||||
| 10734 |
Provides real-time investment news, technical analysis via TA-Lib, and Binance …
|
C 65 5⁄5 | ||||||||
| 10735 |
DX Cluster MCP Server
Claim
Enables interaction with Ham Radio DX Cluster networks to read and create spots…
|
C 65 5⁄5 | ||||||||
| 10736 |
Provides direct SQL query access to Microsoft SQL Server databases with full CR…
|
C 65 5⁄5 | ||||||||
| 10737 |
Enables management of Bitbucket Cloud pull requests through natural language, i…
|
C 65 5⁄5 | ||||||||
| 10738 |
Provides secure, read-only access to a PostgreSQL Hospital Management System th…
|
C 65 5⁄4 | ||||||||
| 10739 |
An MCP server that enables AI agents to interact with the SpaceTraders API, man…
|
C 65 5⁄4 | ||||||||
| 10740 |
An MCP-based service that analyzes user search keywords to determine their inte…
|
C 65 5⁄5 | ||||||||
| 10741 |
Enables intelligent academic paper discovery through ArXiv search and AI-powere…
|
C 65 5⁄5 | ||||||||
| 10742 |
Enables searching the National Library Board Singapore catalogue by title, auth…
|
C 65 5⁄5 | ||||||||
| 10743 |
An MCP server that provides AI assistants with access to Astro documentation, e…
|
C 65 5⁄4 | ||||||||
| 10744 |
prometheus-protocol
Claim
The trust layer for the open agentic web—giving AI agents a passport, a bank ac…
|
C 65 5⁄5 | ||||||||
| 10745 |
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
|
C 64 5⁄5 | ||||||||
| 10746 |
File Manager MCP Server
Claim
Provides secure file system operations for AI assistants including directory li…
|
C 64 5⁄5 | ||||||||
| 10747 |
Enables AI assistants to interact with SiYuan Note for comprehensive notebook m…
|
C 64 5⁄5 | ||||||||
| 10748 |
mcp_server1
Claim
|
C 64 5⁄4 | ||||||||
| 10749 |
Provides a server utilizing Model Context Protocol to enable human-like browser…
|
C 64 5⁄5 | ||||||||
| 10750 |
MCP server for asking questions about Cortex Cloud documentation
|
C 64 5⁄5 | ||||||||