MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8151 |
MCP server for ComfyUI that lets AI agents view, edit, and run node-based image…
|
C 69 5⁄4 | ||||||||
| 8152 |
Persistent codebase knowledge layer for AI coding agents. Pre-digests codebases…
|
C 69 5⁄4 | ||||||||
| 8153 |
MCP-PDF2MD
Claim
Converts PDF files from local storage or URLs to structured Markdown format usi…
|
C 69 5⁄5 | ||||||||
| 8154 |
Aster Finance MCP Server
Claim
Enables AI agents to interact with the Aster Finance Futures API for cryptocurr…
|
C 69 5⁄5 | ||||||||
| 8155 |
Provides comprehensive NBA player statistics from basketball-reference.com, del…
|
C 69 5⁄5 | ||||||||
| 8156 |
A Model Context Protocol server that provides tools for interacting with Mastod…
|
C 69 5⁄5 | ||||||||
| 8157 |
USASpending MCP Server
Claim
Enables research of federal contract awards and competitive landscape analysis …
|
C 69 5⁄5 | ||||||||
| 8158 |
A secure MCP server that enables querying PostgreSQL databases through an SSH t…
|
C 69 5⁄5 | ||||||||
| 8159 |
Unity AI Bridge
Claim
Remote-control Unity Editor from any AI IDE via file-based IPC. 62 tools, zero …
|
C 69 5⁄4 | ||||||||
| 8160 |
MCP server that scans Next.js projects and returns a compact summary
|
C 69 5⁄5 | ||||||||
| 8161 |
reddit-mcp
Claim
Provides access to public Reddit data through tools for searching subreddits, v…
|
C 69 5⁄5 | ||||||||
| 8162 |
Paperclip
Claim
The paperclip server enables searching and retrieving research papers from vari…
|
C 69 5⁄5 | ||||||||
| 8163 |
Enables LLMs to read and extract content from PDF files with high-fidelity LaTe…
|
C 69 5⁄4 | ||||||||
| 8164 |
A server that enables AI agents to perform sophisticated knowledge discovery an…
|
C 69 5⁄4 | ||||||||
| 8165 |
Geospatial MCP Server
Claim
Enables advanced geospatial analysis including elevation queries, line-of-sight…
|
C 69 5⁄5 | ||||||||
| 8166 |
Enables querying Brazilian electoral data through TSE's official API. Supports …
|
C 69 5⁄5 | ||||||||
| 8167 |
Enables fetching data from web URLs with automatic X402 payment handling using …
|
C 69 5⁄5 | ||||||||
| 8168 |
Enables comprehensive content analysis through web scraping, document processin…
|
C 69 5⁄5 | ||||||||
| 8169 |
An MCP server that uses Puppeteer and headless Chrome to scrape YouTube transcr…
|
C 69 5⁄5 | ||||||||
| 8170 |
A modern MCP server that provides fast, structured access to Microsoft Flight S…
|
C 69 5⁄5 | ||||||||
| 8171 |
Deep directory tree visualization tool enabling efficient visualization of comp…
|
C 69 5⁄5 | ||||||||
| 8172 |
A Model Context Protocol server that enables Claude AI to interact with PocketB…
|
C 69 5⁄4 | ||||||||
| 8173 |
Provides secure access to containerized build environments for software project…
|
C 69 5⁄5 | ||||||||
| 8174 |
Enables users to access and manage their Pinboard bookmarks directly through Cl…
|
C 69 5⁄5 | ||||||||
| 8175 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
|
C 69 5⁄5 | ||||||||
| 8176 |
S3 MCP Server
Claim
Enables interaction with S3-compatible storage services like AWS S3 and Cloudfl…
|
C 69 5⁄5 | ||||||||
| 8177 |
A ledger-cli integration for managing financial transactions and generating rep…
|
C 69 5⁄4 | ||||||||
| 8178 |
splid_mcp
Claim
|
C 69 5⁄4 | ||||||||
| 8179 |
An MCP server that provides real-time financial data integration with Alpha Van…
|
C 69 5⁄5 | ||||||||
| 8180 |
A demonstration server implementing the Model Context Protocol (MCP) with both …
|
C 69 5⁄5 | ||||||||
| 8181 |
A Model Context Protocol server that provides tools for interacting with the ST…
|
C 69 5⁄5 | ||||||||
| 8182 |
Integrates Claude Code with DingTalk (钉钉) robot notifications, allowing users t…
|
C 69 5⁄5 | ||||||||
| 8183 |
Enables powerful code search across millions of public GitHub repositories usin…
|
C 69 5⁄5 | ||||||||
| 8184 |
Automates interactions with the PAF-IAST University LMS to provide AI assistant…
|
C 69 5⁄4 | ||||||||
| 8185 |
Enables secure SSH command execution on remote servers and local PowerShell aut…
|
C 69 5⁄5 | ||||||||
| 8186 |
A Model Context Protocol server implementation that provides a standardized int…
|
C 69 5⁄4 | ||||||||
| 8187 |
Provides read-only access to MySQL databases, enabling schema inspection, table…
|
C 69 5⁄5 | ||||||||
| 8188 |
A TypeScript-based MCP server that implements a simple notes system, providing …
|
C 69 5⁄5 | ||||||||
| 8189 |
Provides a read-only interface for querying InstantDB data with tools to execut…
|
C 69 5⁄4 | ||||||||
| 8190 |
A Model Context Protocol server that enables management of Ghost blog content (…
|
C 69 5⁄5 | ||||||||
| 8191 |
A minimal Model Context Protocol server that provides a simple tool for adding …
|
C 69 4⁄4 | ||||||||
| 8192 |
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
|
C 69 5⁄5 | ||||||||
| 8193 |
Enables AI assistants like Claude to interact with Reflect notes through OAuth …
|
C 69 5⁄5 | ||||||||
| 8194 |
A Model Context Protocol server that provides a standardized interface for AI m…
|
C 69 5⁄5 | ||||||||
| 8195 |
Provides mathematical operation tools including basic arithmetic (add, subtract…
|
C 69 5⁄5 | ||||||||
| 8196 |
Instagram MCP server for analytics and insights. Get account overviews, posts, …
|
C 69 5⁄4 | ||||||||
| 8197 |
Mermaid Chart MCP
Claim
A powerful Model Context Protocol server that automatically generates Mermaid d…
|
C 69 5⁄5 | ||||||||
| 8198 |
Enables AI assistants to query and interact with Microsoft SQL Server LocalDB d…
|
C 69 5⁄4 | ||||||||
| 8199 |
An MCP server that enables interaction with Ky2Help, providing tools to retriev…
|
C 69 5⁄5 | ||||||||
| 8200 |
IDA-MCP
Claim
Enables interaction with multiple IDA Pro instances through MCP, allowing users…
|
C 69 5⁄4 | ||||||||