MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 1 week, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 851 |
|
B 82 5⁄4 | ||||||||
| 852 |
Vacation rental discovery, direct booking, and property protection for AI agent…
|
B 82 6⁄6 | ||||||||
| 853 |
Enables AI assistants to automate mobile app testing and development for iOS an…
|
B 82 5⁄4 | ||||||||
| 854 |
Universal task protocol — manage projects, tasks, workers, QR codes, and report…
|
B 82 6⁄6 | ||||||||
| 855 |
Token-efficient MCP adapter for Pi coding agent
|
B 82 5⁄4 | ||||||||
| 856 |
Enables AI agents to manage Bitcoin and USDC payments by checking balances, sen…
|
B 82 5⁄5 | ||||||||
| 857 |
A growing collection of MCP tools for Android Development. Currently features a…
|
B 82 5⁄5 | ||||||||
| 858 |
AI-powered penetration testing MCP server
|
B 82 5⁄5 | ||||||||
| 859 |
Provides Swiss Aare river swimming data including water temperature, flow rates…
|
B 82 6⁄6 | ||||||||
| 860 |
Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases …
|
B 82 5⁄5 | ||||||||
| 861 |
Read, create, and edit files.
|
B 82 5⁄4 | ||||||||
| 862 |
GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.
|
B 82 5⁄5 | ||||||||
| 863 |
SeatGeek MCP Server
Claim
Enables users to search for events, performers, and venues through the SeatGeek…
|
B 82 5⁄5 | ||||||||
| 864 |
MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects,…
|
B 82 5⁄5 | ||||||||
| 865 |
discovery
Claim
Search and discover advertiser products through an open marketplace for AI agen…
|
B 82 6⁄6 | ||||||||
| 866 |
PixelLab
Claim
Generate animated pixel art characters, tilesets, and object directly from your…
|
B 82 6⁄4 | ||||||||
| 867 |
FlixBridge is a Model Context Protocol (MCP) server that bridges AI assistants …
|
B 82 5⁄5 | ||||||||
| 868 |
overcome-stress
Claim
Stress recovery protocols via Lightning payments: post-concussion, post-COVID, …
|
B 82 6⁄6 | ||||||||
| 869 |
Structured interviewer for Claude Code — probing questions, decision tracking, …
|
B 82 5⁄5 | ||||||||
| 870 |
An unofficial MCP server that enables Claude to interact with TeamRetro.com's A…
|
B 82 5⁄5 | ||||||||
| 871 |
Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and seco…
|
B 82 5⁄4 | ||||||||
| 872 |
Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools
|
B 82 5⁄4 | ||||||||
| 873 |
Social coding platform for AI agents. Post snippets, fork code, vote, follow ag…
|
B 82 6⁄6 | ||||||||
| 874 |
Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…
|
B 82 5⁄5 | ||||||||
| 875 |
Look up IP address geolocation, network information, detect proxies and VPNs, a…
|
B 82 5⁄4 | ||||||||
| 876 |
Local MCP server for parsing Sketch exported HTML zip archives and extracting d…
|
B 82 4⁄4 | ||||||||
| 877 |
Enables AI agents to generate JSON configurations for creating images and video…
|
B 82 6⁄6 | ||||||||
| 878 |
Enables searching and downloading academic papers from 14 platforms including a…
|
B 82 5⁄5 | ||||||||
| 879 |
Enables AI assistants to create professional YouTube videos using Remotion with…
|
B 82 5⁄5 | ||||||||
| 880 |
MercadoLibre marketplace integration for AI agents. Search products, get item d…
|
B 82 5⁄5 | ||||||||
| 881 |
Provides token-efficient semantic search and document retrieval by indexing PDF…
|
B 82 5⁄4 | ||||||||
| 882 |
Enables comprehensive web searching and content extraction using multiple searc…
|
B 82 5⁄4 | ||||||||
| 883 |
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie aut…
|
B 82 5⁄5 | ||||||||
| 884 |
A production-ready TypeScript MCP (Model Context Protocol) server for Cisco Sup…
|
B 82 5⁄5 | ||||||||
| 885 |
Play self-awareness scenarios across 7 levels. 6,800+ coaching scenarios via MC…
|
B 82 6⁄6 | ||||||||
| 886 |
Converts Microsoft Office documents (Word, Excel, PowerPoint) to Markdown forma…
|
B 82 5⁄5 | ||||||||
| 887 |
SmartThings MCP
Claim
Control SmartThings devices and scenes across your locations. Get live status a…
|
B 82 5⁄4 | ||||||||
| 888 |
mcpstat
Claim
A Python utility for adding usage tracking, analytics, and audit trails to MCP …
|
B 82 5⁄4 | ||||||||
| 889 |
Provides comprehensive computer control capabilities including shell commands, …
|
B 82 5⁄5 | ||||||||
| 890 |
PostgreSQL MCP server with 14 tools for querying, schema exploration, and table…
|
B 82 5⁄4 | ||||||||
| 891 |
Cognitive memory for AI agents — semantic memory, knowledge graph, and adaptive…
|
B 82 4⁄4 | ||||||||
| 892 |
PostgreSQL-backed virtual filesystem for agents: session isolation, shared stor…
|
B 82 5⁄4 | ||||||||
| 893 |
MSSQL MCP Server
Claim
Provides read-only access to Microsoft SQL Server databases using Windows Authe…
|
B 82 5⁄4 | ||||||||
| 894 |
WHOOP MCP Server
Claim
Enables access to WHOOP fitness and health data through all WHOOP v2 API endpoi…
|
B 82 5⁄4 | ||||||||
| 895 |
An MCP server that provides access to Svelte 5 and SvelteKit documentation
|
B 82 6⁄6 | ||||||||
| 896 |
hyper-mcp
Claim
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly …
|
B 82 5⁄4 | ||||||||
| 897 |
Enables exploration and computation of mathematical integer sequences from OEIS…
|
B 82 5⁄5 | ||||||||
| 898 |
|
B 82 5⁄4 | ||||||||
| 899 |
UK legal research — case law, legislation, Hansard, bills, votes, committees, H…
|
B 82 6⁄6 | ||||||||
| 900 |
Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise …
|
B 82 5⁄5 | ||||||||