MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3601 |
A goal-agnostic parallel orchestration framework that enables sophisticated mul…
|
B 76 5⁄5 | ||||||||
| 3602 |
This server facilitates structured problem-solving by breaking down complex iss…
|
B 76 5⁄5 | ||||||||
| 3603 |
Kali MCP Server
Claim
Provides access to 20+ Kali Linux penetration testing tools through isolated Do…
|
B 76 5⁄5 | ||||||||
| 3604 |
A Model Context Protocol server that enables AI assistants to search, read, and…
|
B 76 5⁄5 | ||||||||
| 3605 |
A TypeScript starter template for building Model Context Protocol (MCP) servers…
|
B 76 5⁄4 | ||||||||
| 3606 |
Enables AI assistants to access Ramp's developer documentation and API schemas …
|
B 76 5⁄4 | ||||||||
| 3607 |
Connects AI agents to Real World Asset (RWA) data, enabling queries about token…
|
B 76 5⁄5 | ||||||||
| 3608 |
Provides tools to fetch and analyze credit card data with filtering options for…
|
B 76 6⁄6 | ||||||||
| 3609 |
Provides local web search and content fetching capabilities for AI assistants, …
|
B 76 5⁄4 | ||||||||
| 3610 |
Provides tools to search and retrieve news across various categories including …
|
B 76 5⁄5 | ||||||||
| 3611 |
Enables users to analyze data from BitFlux-enabled AWS EC2 instances and AWS pr…
|
B 76 5⁄5 | ||||||||
| 3612 |
ClaudeHopper
Claim
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
|
B 76 5⁄4 | ||||||||
| 3613 |
sushimcp
|
B 76 5⁄5 | ||||||||
| 3614 |
Enables users to search for job opportunities in Singapore through the MyCareer…
|
B 76 5⁄5 | ||||||||
| 3615 |
A centralized automation hub that provides a unified interface for AI agents to…
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B 76 5⁄5 | ||||||||
| 3616 |
Enables access to Hong Kong government's official open data portal (DATA.GOV.HK…
|
B 76 5⁄5 | ||||||||
| 3617 |
Image generation
|
B 76 5⁄4 | ||||||||
| 3618 |
A comprehensive MCP server for querying historical maritime shipping records, v…
|
B 76 5⁄5 | ||||||||
| 3619 |
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
|
B 76 5⁄5 | ||||||||
| 3620 |
An MCP server built on ableton-js enables AI assistants to control Ableton Live…
|
B 76 5⁄5 | ||||||||
| 3621 |
Enables LLMs to autonomously retrieve and explore web content by fetching pages…
|
B 76 5⁄5 | ||||||||
| 3622 |
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
|
B 76 5⁄5 | ||||||||
| 3623 |
Access Chess.com player data, game records, and other public information throug…
|
B 76 5⁄5 | ||||||||
| 3624 |
Enables AI assistants to interact with macOS windows through yabai, providing w…
|
B 76 5⁄5 | ||||||||
| 3625 |
A lightweight MCP server for interacting with IMAP email accounts to read messa…
|
B 76 5⁄5 | ||||||||
| 3626 |
Allows the AI to read .ged files and genetic data
|
B 76 5⁄4 | ||||||||
| 3627 |
Glitchtip MCP Server
Claim
Enables interaction with Glitchtip error tracking platform through natural lang…
|
B 76 5⁄5 | ||||||||
| 3628 |
A bridge server that enables MCP-compatible AI assistants like Claude to seamle…
|
B 76 5⁄5 | ||||||||
| 3629 |
fossil-mcp
Claim
The code quality toolkit for the agentic AI era. Find dead code, clones, and sc…
|
B 76 5⁄5 | ||||||||
| 3630 |
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
|
B 76 5⁄5 | ||||||||
| 3631 |
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
|
B 76 5⁄5 | ||||||||
| 3632 |
symbols
Claim
Fast polyglot source code intelligence: symbols, imports, dependencies, and imp…
|
B 76 5⁄4 | ||||||||
| 3633 |
A beginner-friendly MCP server demonstrating core concepts with calculator oper…
|
B 76 5⁄5 | ||||||||
| 3634 |
MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
|
B 76 5⁄4 | ||||||||
| 3635 |
🚀 MassGen is an open-source multi-agent scaling system that runs in your termin…
|
B 76 5⁄4 | ||||||||
| 3636 |
Provides real-time access to Go package documentation, function signatures, and…
|
B 76 5⁄5 | ||||||||
| 3637 |
AI agent identity verification via SATP on Solana. Trust scores and on-chain at…
|
B 76 5⁄5 | ||||||||
| 3638 |
claude-session-manager
Claim
Claude Code Session Manager
|
B 76 5⁄4 | ||||||||
| 3639 |
A browser-based solution that enables programmatic interaction with Medium's co…
|
B 76 5⁄4 | ||||||||
| 3640 |
Automatically generates MCP tools, CLI, and web UI from TypeScript methods, ena…
|
B 76 5⁄4 | ||||||||
| 3641 |
A Model Context Protocol server for comprehensive Jupyter notebook manipulation…
|
B 76 5⁄5 | ||||||||
| 3642 |
Analyze test coverage from LCOV files - makes AI agents coverage-aware without …
|
B 76 5⁄5 | ||||||||
| 3643 |
Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.
|
B 76 6⁄6 | ||||||||
| 3644 |
Provides real-time control of Unity Editor through natural language commands. E…
|
B 76 5⁄4 | ||||||||
| 3645 |
Enables AI-guided spec-driven development workflow that transforms ideas into i…
|
B 76 5⁄5 | ||||||||
| 3646 |
MCP server to interact with the UCSC Genome Browser API, letting you find genom…
|
B 76 5⁄5 | ||||||||
| 3647 |
Provides web search capabilities using SearxNG, allowing AI assistants like Cla…
|
B 76 5⁄5 | ||||||||
| 3648 |
Connects AI assistants to Lokalise translation management platform with 59 tool…
|
B 76 5⁄5 | ||||||||
| 3649 |
An MCP server that generates 2D and 3D game assets from text prompts using AI m…
|
B 76 5⁄5 | ||||||||
| 3650 |
Enables AI assistants to store and retrieve memories with semantic search capab…
|
B 76 5⁄5 | ||||||||