MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 8 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8101 |
Enables seamless integration between Claude and Trello via Nango authentication…
|
C 69 5⁄5 | ||||||||
| 8102 |
Provides basic and advanced mathematical operations including addition, subtrac…
|
C 69 5⁄5 | ||||||||
| 8103 |
json-mcp-server
|
C 69 5⁄5 | ||||||||
| 8104 |
USASpending MCP Server
Claim
Enables research of federal contract awards and competitive landscape analysis …
|
C 69 5⁄5 | ||||||||
| 8105 |
arXiv MCP Server
Claim
Enables searching and retrieving arXiv papers by topic, fetching abstracts by p…
|
C 69 5⁄4 | ||||||||
| 8106 |
Provides read-only access to MySQL databases, enabling schema inspection, table…
|
C 69 5⁄5 | ||||||||
| 8107 |
A rich MCP server for Things
|
C 69 5⁄5 | ||||||||
| 8108 |
Provides tools for compiling and packaging XR875 project components, including …
|
C 69 5⁄5 | ||||||||
| 8109 |
reddit-mcp
Claim
Provides access to public Reddit data through tools for searching subreddits, v…
|
C 69 5⁄5 | ||||||||
| 8110 |
A Model Context Protocol server that facilitates seamless communication between…
|
C 69 5⁄5 | ||||||||
| 8111 |
A simple MCP server that allows accessing and executing shell commands on a VM …
|
C 69 5⁄5 | ||||||||
| 8112 |
Enables AI agents to interact with the Sei blockchain ecosystem through natural…
|
C 69 5⁄5 | ||||||||
| 8113 |
MCP-CLIO
Claim
Exposes Creatio CLI (CLIO) commands as tools for AI agents to manage Creatio en…
|
C 69 5⁄4 | ||||||||
| 8114 |
An MCP server that enables LLM applications to control web browsers via Browser…
|
C 69 5⁄4 | ||||||||
| 8115 |
Enables interaction with the Siigo API to manage products, customers, and invoi…
|
C 69 5⁄5 | ||||||||
| 8116 |
Enables interaction with FogBugz issue tracking system through its XML API, all…
|
C 69 5⁄5 | ||||||||
| 8117 |
A TypeScript-based MCP server that enables Claude Desktop to perform file opera…
|
C 69 5⁄5 | ||||||||
| 8118 |
Enables comprehensive cybersecurity vulnerability assessment by searching GitHu…
|
C 69 5⁄5 | ||||||||
| 8119 |
MCP-PDF2MD
Claim
Converts PDF files from local storage or URLs to structured Markdown format usi…
|
C 69 5⁄5 | ||||||||
| 8120 |
A local Ethereum contract analysis tool that retrieves on-chain information, in…
|
C 69 5⁄5 | ||||||||
| 8121 |
Interact with FTP servers seamlessly. List directories, upload and download fil…
|
C 69 5⁄5 | ||||||||
| 8122 |
Enables LLM clients to analyze and interact with Power BI (.pbix) files, provid…
|
C 69 5⁄4 | ||||||||
| 8123 |
A simple MCP server that exposes stock price lookup tools, demonstrating how to…
|
C 69 5⁄4 | ||||||||
| 8124 |
Gmail MCP Summarizer
Claim
Enables AI models to fetch and summarize Gmail messages, send emails with attac…
|
C 69 5⁄5 | ||||||||
| 8125 |
kubernetes-mcp
Claim
A Model Context Protocol (MCP) server that provides safe, read-only access to K…
|
C 69 5⁄5 | ||||||||
| 8126 |
An MCP server that provides poker play recommendations by combining real-time M…
|
C 69 5⁄4 | ||||||||
| 8127 |
MCP server that turns any website into an API by capturing or importing API end…
|
C 69 6⁄4 | ||||||||
| 8128 |
A Model Context Protocol (MCP) server for Relay Protocol — cross-chain bridge a…
|
C 69 5⁄5 | ||||||||
| 8129 |
Enables interaction with Google Cloud Platform services through gcloud CLI, sup…
|
C 69 5⁄5 | ||||||||
| 8130 |
mcp-server-cloudbrowser
|
C 69 5⁄5 | ||||||||
| 8131 |
A unified mathematical calculator that automatically detects expression types a…
|
C 69 5⁄5 | ||||||||
| 8132 |
Enables AI-powered audio processing including stem separation, vocal extraction…
|
C 69 5⁄4 | ||||||||
| 8133 |
Enables AI-powered generation of presentations, documents, and webpages through…
|
C 69 5⁄5 | ||||||||
| 8134 |
A TypeScript-based MCP server that implements a simple notes system, providing …
|
C 69 5⁄5 | ||||||||
| 8135 |
MCP server providing 100+ AI agent skills from Anthropic, Vercel, Trail of Bits…
|
C 69 6⁄4 | ||||||||
| 8136 |
Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid sear…
|
C 69 5⁄4 | ||||||||
| 8137 |
A personal semantic knowledge base that enables storing, searching, and retriev…
|
C 69 5⁄5 | ||||||||
| 8138 |
MCP server for Nerve blockchain JSON-RPC & REST API for AI Agents
|
C 69 5⁄4 | ||||||||
| 8139 |
Execute SQL Query on InterSystems IRIS
Do some monitoring and manipulations wit…
|
C 69 5⁄5 | ||||||||
| 8140 |
Transforms PDF collections into a searchable knowledge base using TF-IDF indexi…
|
C 69 5⁄4 | ||||||||
| 8141 |
A template for creating Model Context Protocol (MCP) servers in TypeScript, off…
|
C 69 5⁄5 | ||||||||
| 8142 |
Enables MCP clients like Claude Code and Cursor to use multiple AI models (Gemi…
|
C 69 5⁄4 | ||||||||
| 8143 |
VRChat MCP OSC
Claim
Provides a bridge between AI assistants and VRChat, enabling AI-driven avatar c…
|
C 69 5⁄4 | ||||||||
| 8144 |
Enables AI assistants to query and interact with Microsoft SQL Server LocalDB d…
|
C 69 5⁄4 | ||||||||
| 8145 |
hello-world-mcp
Claim
|
C 69 5⁄4 | ||||||||
| 8146 |
A Model Context Protocol server that provides comprehensive access to Microsoft…
|
C 69 5⁄5 | ||||||||
| 8147 |
Analyzes codebases and extracts all symbols (functions, classes, methods, inter…
|
C 69 5⁄4 | ||||||||
| 8148 |
Allows AI assistants to seamlessly interact with Terminal.shop to browse produc…
|
C 69 5⁄5 | ||||||||
| 8149 |
Enables AI agents to interact with Ethereum smart contracts through Anvil, prov…
|
C 69 5⁄5 | ||||||||
| 8150 |
A server that enables control of smart home devices through the Jenius AI agent…
|
C 69 5⁄5 | ||||||||