MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7801 |
Enables interaction with Google Calendar through OAuth2 authentication, support…
|
B 70 5⁄5 | ||||||||
| 7802 |
A server that enables communication with multiple unichat-based MCP servers sim…
|
B 70 5⁄5 | ||||||||
| 7803 |
Enables browser automation and web page interaction using Playwright's accessib…
|
B 70 5⁄5 | ||||||||
| 7804 |
A powerful MCP tool for parsing and manipulating MIDI files that allows users t…
|
B 70 5⁄5 | ||||||||
| 7805 |
A lightweight server that exposes FFmpeg's video processing capabilities to AI …
|
B 70 5⁄5 | ||||||||
| 7806 |
MCP Sigmund
Claim
Enables AI assistants to analyze personal financial data from Open Banking sour…
|
B 70 5⁄5 | ||||||||
| 7807 |
An MCP server that enables searching and fetching openly-licensed images from O…
|
B 70 5⁄5 | ||||||||
| 7808 |
Enables AI assistants to fetch and understand API endpoint definitions from Api…
|
B 70 5⁄5 | ||||||||
| 7809 |
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
|
B 70 5⁄5 | ||||||||
| 7810 |
FEL MCP Server (Local)
Claim
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
|
B 70 5⁄4 | ||||||||
| 7811 |
A Model Context Protocol server implementation for interacting with Salesforce …
|
B 70 5⁄5 | ||||||||
| 7812 |
Enables AI applications to send emails, manage drafts, and compose professional…
|
B 70 5⁄4 | ||||||||
| 7813 |
HopperPyMCP
Claim
A FastMCP server plugin for the Hopper disassembler that enables AI assistants …
|
B 70 5⁄4 | ||||||||
| 7814 |
A persistent long-term memory system that enables AI clients to store and recal…
|
B 70 5⁄5 | ||||||||
| 7815 |
High-performance MCP server that enables generation of images and videos using …
|
B 70 5⁄5 | ||||||||
| 7816 |
FastMCP Server Template
Claim
A production-ready MCP server template that enables developers to quickly build…
|
B 70 5⁄5 | ||||||||
| 7817 |
A simple server that enables AI models to send WhatsApp messages via the Twilio…
|
B 70 5⁄5 | ||||||||
| 7818 |
A server that enables LLMs like Claude to query AWS DynamoDB databases through …
|
B 70 5⁄5 | ||||||||
| 7819 |
|
B 70 5⁄4 | ||||||||
| 7820 |
Enables AI assistants to capture screenshots of web pages using automated brows…
|
B 70 5⁄5 | ||||||||
| 7821 |
Atlassian MCP Server
Claim
Enables AI assistants to interact with Jira by executing commands through the A…
|
B 70 5⁄4 | ||||||||
| 7822 |
open-mcp-auth-proxy
Claim
Authentication and Authorization Proxy for MCP Servers
|
B 70 5⁄4 | ||||||||
| 7823 |
A server that enables Claude Desktop users to access the Claude API directly, a…
|
B 70 5⁄4 | ||||||||
| 7824 |
A lightweight MCP server that provides a unified interface to various LLM provi…
|
B 70 5⁄5 | ||||||||
| 7825 |
serveMyAPI
Claim
A personal MCP (Model Context Protocol) server for securely storing and accessi…
|
B 70 5⁄4 | ||||||||
| 7826 |
Provides access to 400+ AI models from OpenRouter, enabling users to chat with …
|
B 70 5⁄5 | ||||||||
| 7827 |
A graph-based MCP server that discovers, resolves dependencies, and installs th…
|
B 70 5⁄5 | ||||||||
| 7828 |
Enables AI agents to interact with IBM FileNet Content Manager for document and…
|
B 70 5⁄5 | ||||||||
| 7829 |
Delivering real-time cross-chain bridge rates and optimal transfer routes to on…
|
B 70 5⁄5 | ||||||||
| 7830 |
Enables Claude to access Rhino 8 RhinoCommon API documentation for accurate cod…
|
B 70 5⁄5 | ||||||||
| 7831 |
An MCP server that enables users to store and retrieve personalized coding patt…
|
B 70 5⁄4 | ||||||||
| 7832 |
An MCP server for generic Database Management System (DBMS) Connectivity via th…
|
B 70 5⁄4 | ||||||||
| 7833 |
On-demand access to amCharts 5 docs, code examples, and API reference
|
B 70 5⁄4 | ||||||||
| 7834 |
Enables automated publishing and draft saving to note.com platform using Playwr…
|
B 70 5⁄5 | ||||||||
| 7835 |
A local, fully-offline MCP memory server that enables persistent storage and re…
|
B 70 5⁄5 | ||||||||
| 7836 |
A server implementation that exposes grep functionality through the Model Conte…
|
B 70 5⁄4 | ||||||||
| 7837 |
Generates complete SEO-optimized Etsy product listings including titles, descri…
|
B 70 5⁄5 | ||||||||
| 7838 |
Provides tools for managing wallet operations, transfers, and currency exchange…
|
B 70 5⁄5 | ||||||||
| 7839 |
Provides advanced mathematical utilities including basic arithmetic, statistica…
|
B 70 5⁄5 | ||||||||
| 7840 |
Provides advanced Flutter development tools via Model Context Protocol with fea…
|
B 70 5⁄5 | ||||||||
| 7841 |
Provides AI assistants with a comprehensive toolkit for developing, testing, an…
|
B 70 5⁄5 | ||||||||
| 7842 |
A utility toolkit that enhances Claude's code interaction capabilities by provi…
|
B 70 5⁄4 | ||||||||
| 7843 |
Streamline client management, compliance deadlines, and core bookkeeping for yo…
|
B 70 5⁄4 | ||||||||
| 7844 |
The URL-Context-MCP MCP Server provides a tool to analyze and summarize the con…
|
B 70 5⁄5 | ||||||||
| 7845 |
Provides AI assistants with access to personal best practice skills and coding …
|
B 70 5⁄5 | ||||||||
| 7846 |
Forge Space MCP server for UI and backend generation via stdio transport.
|
B 70 5⁄4 | ||||||||
| 7847 |
An MCP server that interfaces with the Lilith library to analyze Higgs boson ph…
|
B 70 5⁄5 | ||||||||
| 7848 |
An interface for the Nipoppy neuroimaging framework that enables AI agents to l…
|
B 70 5⁄4 | ||||||||
| 7849 |
Shopify Update MCP Server
|
B 70 5⁄5 | ||||||||
| 7850 |
Enables conversion of plain text descriptions and Markdown content into interac…
|
B 70 5⁄5 | ||||||||