MCP Server Quality Scores
Independent quality analysis of 58691 public MCP servers
Last updated 1 hour, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5601 |
A Model Context Protocol (MCP) server that provides services for the bilibili.c…
|
B 73 6⁄4 | ||||||||
| 5602 |
|
B 73 5⁄5 | ||||||||
| 5603 |
Enables searching, reading, and analyzing discussions on GitLab's community for…
|
B 73 5⁄5 | ||||||||
| 5604 |
Enables AI agents to store and retrieve information persistently using key-valu…
|
B 73 5⁄4 | ||||||||
| 5605 |
Enables AI assistants to manage scheduled social media posts and content automa…
|
B 73 5⁄5 | ||||||||
| 5606 |
Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95…
|
B 73 5⁄5 | ||||||||
| 5607 |
AI-powered log analysis - parse, search, extract errors across 9+ formats
|
B 73 5⁄4 | ||||||||
| 5608 |
airbroke
Claim
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error C…
|
B 73 5⁄4 | ||||||||
| 5609 |
Enables AI assistants to securely interact with Microsoft SQL Server databases …
|
B 73 5⁄5 | ||||||||
| 5610 |
Self-evolving memory system for AI agents
|
B 73 5⁄4 | ||||||||
| 5611 |
A secure MCP (Model Context Protocol) server hosted on Google Cloud Run that en…
|
B 73 5⁄5 | ||||||||
| 5612 |
MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM…
|
B 73 5⁄5 | ||||||||
| 5613 |
Rwandan legislation via MCP — full-text search across statutes and provisions
|
B 73 5⁄5 | ||||||||
| 5614 |
Enables interaction with Microsoft OneNote via the Microsoft Graph API, allowin…
|
B 73 5⁄5 | ||||||||
| 5615 |
Gives large language models time awareness capabilities through various time-re…
|
B 73 5⁄5 | ||||||||
| 5616 |
Provides real-time Venezuelan economic data, including official and parallel ex…
|
B 73 5⁄5 | ||||||||
| 5617 |
Enables AI agents to maintain context across conversation sessions by saving an…
|
B 73 5⁄5 | ||||||||
| 5618 |
Provides access to SEC filings and detailed XBRL financial data for all publicl…
|
B 73 5⁄5 | ||||||||
| 5619 |
Enables AI assistants to retrieve Trello card information by ID or link, provid…
|
B 73 5⁄5 | ||||||||
| 5620 |
Refined MCP server for GitHub GraphQL API.
GitHub's official MCP Server expose…
|
B 73 5⁄5 | ||||||||
| 5621 |
Axon.MCP.Server
Claim
An MCP server that transforms codebases into intelligent, queryable knowledge b…
|
B 73 5⁄4 | ||||||||
| 5622 |
Integrates with Garmin Connect to retrieve activity data, health metrics, and p…
|
B 73 5⁄5 | ||||||||
| 5623 |
Playwright wrapper for MCP that enables LLM-powered clients to control a browse…
|
B 73 5⁄4 | ||||||||
| 5624 |
MCP server for The Noun Project - search and download icons directly in Cursor …
|
B 73 5⁄4 | ||||||||
| 5625 |
A Model Context Protocol server that enables scalable mobile automation for iOS…
|
B 73 5⁄5 | ||||||||
| 5626 |
A Model Context Protocol server that allows managing VMware Fusion virtual mach…
|
B 73 5⁄5 | ||||||||
| 5627 |
HT-MCP
Claim
ht-mcp is useful for enabling Agents to use terminals (e.g. bash, zsh, fish) i…
|
B 73 5⁄5 | ||||||||
| 5628 |
Search and discover rescue dogs from European and UK organizations with AI-powe…
|
B 73 5⁄5 | ||||||||
| 5629 |
A plugin for the Tabby terminal emulator that allows AI assistants to execute c…
|
B 73 5⁄4 | ||||||||
| 5630 |
MCP SSE Server Python
Claim
Enables real-time system monitoring and automation through MCP protocol with SS…
|
B 73 5⁄5 | ||||||||
| 5631 |
Transforms Chrome browser into an AI-controlled automation tool that allows AI …
|
B 73 5⁄4 | ||||||||
| 5632 |
UI Expert MCP Server
Claim
Provides professional UI/UX design expertise and frontend development tools for…
|
B 73 5⁄5 | ||||||||
| 5633 |
MCP Todo List Manager
Claim
Enables natural language todo list management through Claude Desktop with YAML-…
|
B 73 5⁄4 | ||||||||
| 5634 |
SQLite operations — query databases, inspect schemas, explain queries, and expo…
|
B 73 5⁄4 | ||||||||
| 5635 |
Read-only Database MCP
Claim
Enables read-only access to PostgreSQL and MySQL/MariaDB databases through MCP …
|
B 73 5⁄4 | ||||||||
| 5636 |
Muiscan MCP Server
Claim
Converts Figma designs into production-ready MUI (Michael UI) web components th…
|
B 73 5⁄5 | ||||||||
| 5637 |
Enables AI assistants to search and retrieve executive orders, presidential doc…
|
B 73 5⁄5 | ||||||||
| 5638 |
An MCP server that integrates the XTQuant quantitative trading platform with AI…
|
B 73 5⁄4 | ||||||||
| 5639 |
Enables conversational data analysis of Excel/CSV files through natural languag…
|
B 73 5⁄5 | ||||||||
| 5640 |
MCP-RAG
Claim
An agentic AI system that orchestrates multiple specialized AI tools to perform…
|
B 73 5⁄5 | ||||||||
| 5641 |
Provides tools for AI models to search and retrieve information from five major…
|
B 73 5⁄5 | ||||||||
| 5642 |
Enables AI agents to access and analyze professional esports data for League of…
|
B 73 5⁄5 | ||||||||
| 5643 |
A template for creating custom tools for Cursor IDE using Model Context Protoco…
|
B 73 5⁄5 | ||||||||
| 5644 |
Provides a simple addition tool and an API key retrieval tool, serving as a boi…
|
B 73 5⁄4 | ||||||||
| 5645 |
Enables analysis of binary files (PE, ELF, Mach-O, COFF) by providing tools to …
|
B 73 4⁄4 | ||||||||
| 5646 |
Enables diagnostics and troubleshooting of OpenShift clusters through storage a…
|
B 73 5⁄5 | ||||||||
| 5647 |
MCP Python Linter
Claim
Enables Python code linting by integrating the Model Context Protocol with tool…
|
B 73 5⁄5 | ||||||||
| 5648 |
A comprehensive Model Context Protocol server that integrates Elasticsearch sea…
|
B 73 5⁄5 | ||||||||
| 5649 |
Enables Claude Code to send prompts to Claude Desktop using macOS automation an…
|
B 73 5⁄4 | ||||||||
| 5650 |
Retrieve and list content from various knowledge bases effortlessly. Enhance yo…
|
B 73 5⁄4 | ||||||||