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 | ||||||||||
| 801 |
Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools
|
B 82 5⁄4 | ||||||||
| 802 |
A local text-to-image generation server that enables AI agents to generate imag…
|
B 82 5⁄5 | ||||||||
| 803 |
Provides local vector-based semantic memory storage for AI assistants to persis…
|
B 82 5⁄4 | ||||||||
| 804 |
sample-agentic-ai-demos
Claim
Collection of examples of how to use Model Context Protocol with AWS.
|
B 82 5⁄4 | ||||||||
| 805 |
UK legal research — case law, legislation, Hansard, bills, votes, committees, H…
|
B 82 6⁄6 | ||||||||
| 806 |
An MCP server for automatic license plate recognition
|
B 82 5⁄4 | ||||||||
| 807 |
css-noop-checker
Claim
Chrome DevTools extension that detects CSS properties with no effect
|
B 82 4⁄4 | ||||||||
| 808 |
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
|
B 82 5⁄5 | ||||||||
| 809 |
A server that bridges Anthropic's Claude AI with Geekbot's standup management t…
|
B 82 5⁄4 | ||||||||
| 810 |
Converts Microsoft Office documents (Word, Excel, PowerPoint) to Markdown forma…
|
B 82 5⁄5 | ||||||||
| 811 |
Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.
|
B 82 5⁄4 | ||||||||
| 812 |
An MCP server that enables AI agents to search Hilton hotels, manage reservatio…
|
B 82 5⁄5 | ||||||||
| 813 |
The Self-Improving MCP Server - Agents write code to orchestrate multiple MCP s…
|
B 82 5⁄4 | ||||||||
| 814 |
PostgreSQL-backed virtual filesystem for agents: session isolation, shared stor…
|
B 82 5⁄4 | ||||||||
| 815 |
Vacation rental discovery, direct booking, and property protection for AI agent…
|
B 82 6⁄6 | ||||||||
| 816 |
Lightweight local memory for your AI agent. SQLite + embeddings, zero setup, no…
|
B 82 5⁄4 | ||||||||
| 817 |
MCP server enabling LLMs to interact with Intervals.icu - training data, wellne…
|
B 82 5⁄5 | ||||||||
| 818 |
Metropolitan Museum of Art Collection API integration to search and display art…
|
B 82 5⁄5 | ||||||||
| 819 |
SmartThings MCP
Claim
Control SmartThings devices and scenes across your locations. Get live status a…
|
B 82 5⁄4 | ||||||||
| 820 |
A server that provides a persistent Python REPL environment through the MCP pro…
|
B 82 5⁄5 | ||||||||
| 821 |
Enables natural language interaction with Betaflight FPV drone flight controlle…
|
B 82 5⁄5 | ||||||||
| 822 |
Enables access to Slovak Registry of Financial Statements data, allowing users …
|
B 82 6⁄6 | ||||||||
| 823 |
hyper-mcp
Claim
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly …
|
B 82 5⁄4 | ||||||||
| 824 |
A management tool for Claude Code that optimizes performance by recommending an…
|
B 82 4⁄4 | ||||||||
| 825 |
MercadoLibre marketplace integration for AI agents. Search products, get item d…
|
B 82 5⁄5 | ||||||||
| 826 |
Provides token-efficient semantic search and document retrieval by indexing PDF…
|
B 82 5⁄4 | ||||||||
| 827 |
Local MCP server for parsing Sketch exported HTML zip archives and extracting d…
|
B 82 4⁄4 | ||||||||
| 828 |
An AI-powered Technical Project Manager that enables Claude to track projects, …
|
B 82 5⁄5 | ||||||||
| 829 |
MCP server for PLANKA kanban boards. Full CRUD for cards, tasks, comments, and …
|
B 82 5⁄5 | ||||||||
| 830 |
Bahrain legislation via MCP -- full-text search across statutes and provisions
|
B 82 6⁄6 | ||||||||
| 831 |
|
B 82 5⁄4 | ||||||||
| 832 |
Manages backlog items and todos with status tracking, priorities, and dependenc…
|
B 82 5⁄5 | ||||||||
| 833 |
Browse and search open-source bounties on Algora. 5 tools: list, search, filter…
|
B 82 5⁄5 | ||||||||
| 834 |
Multi-interface task management system that enables AI agents and users to mana…
|
B 82 5⁄5 | ||||||||
| 835 |
Provides AI agents with structured access to the OWASP Bug Logging Tool (BLT) e…
|
B 82 5⁄5 | ||||||||
| 836 |
Zambia legislation via MCP -- full-text search across statutes and provisions
|
B 82 6⁄6 | ||||||||
| 837 |
Enables integration with the AverbePorto platform for cargo insurance endorseme…
|
B 82 5⁄5 | ||||||||
| 838 |
₿ A Model Context Protocol (MCP) server that enables AI models to interact with…
|
B 82 5⁄4 | ||||||||
| 839 |
WHOOP MCP Server
Claim
Enables access to WHOOP fitness and health data through all WHOOP v2 API endpoi…
|
B 82 5⁄4 | ||||||||
| 840 |
Provides tools for automating LinkedIn job post search and management.
Job opp…
|
B 82 5⁄4 | ||||||||
| 841 |
Kollektiv MCP enables you to chat with and query your own documents directly fr…
|
B 82 5⁄4 | ||||||||
| 842 |
mcp-js
Claim
A Javascript code execution sandbox that uses v8 to isolate code to run AI gene…
|
B 82 5⁄4 | ||||||||
| 843 |
shareseer-mcp-server
Claim
MCP to Access SEC filings, financials & insider trading data in real time using…
|
B 82 6⁄6 | ||||||||
| 844 |
A read-only MCP server that provides LLMs with introspection data and documenta…
|
B 82 5⁄4 | ||||||||
| 845 |
MCP server to manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from you…
|
B 82 5⁄5 | ||||||||
| 846 |
Enables comprehensive web searching and content extraction using multiple searc…
|
B 82 5⁄4 | ||||||||
| 847 |
Connect AI assistants to Outline for document search, reading, and management
|
B 82 5⁄5 | ||||||||
| 848 |
Implements cognitive science-backed interleaved learning techniques to create s…
|
B 82 6⁄6 | ||||||||
| 849 |
Screenshot capture with PII masking and cross-platform support for AI agents
|
B 82 5⁄4 | ||||||||
| 850 |
A Go-based MCP connector for Jira that enables AI assistants like Claude to int…
|
B 82 5⁄5 | ||||||||