MCP Server Quality Scores
Independent quality analysis of 33641 public MCP servers
Last updated 1 hour, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19851 |
tl-draw-mcp
Claim
Enables Claude to draw on a live tldraw canvas from prompts, with real-time vis…
|
B 78 3⁄3 | ||||||||
| 19852 |
Persistent memory, coordination, and learning for AI agents. Local-first, 25 MC…
|
B 78 4⁄3 | ||||||||
| 19853 |
MCP server for Roku device automation — deploy, ECP control, screenshots, and d…
|
B 78 3⁄3 | ||||||||
| 19854 |
Auto-resolves Git merge conflicts so agents only touch the complex hunks.
|
B 78 3⁄3 | ||||||||
| 19855 |
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
|
B 78 3⁄3 | ||||||||
| 19856 |
Philippine government data as agent-callable tools: PHIVOLCS earthquakes + volc…
|
B 78 3⁄3 | ||||||||
| 19857 |
figbridge
Claim
Free, local MCP bridge for Figma — HTML, CSS, Tailwind, tokens, agent handoff b…
|
B 78 3⁄3 | ||||||||
| 19858 |
MCP server wrapping Gemini CLI: query, review, search, structured output, and d…
|
B 78 3⁄3 | ||||||||
| 19859 |
Agent-native product catalog API for Southeast Asia — search, compare prices, f…
|
B 78 3⁄3 | ||||||||
| 19860 |
Offline verification of signed artifacts -- receipts, manifests, audit bundles.…
|
B 78 3⁄3 | ||||||||
| 19861 |
Tool suite built around an MCP server for Android automation for developer work…
|
B 78 4⁄3 | ||||||||
| 19862 |
Connects Claude Desktop to Garmin Connect, enabling natural language queries of…
|
B 78 4⁄4 | ||||||||
| 19863 |
An MCP server that enables AI agents to interact with the Godot game engine by …
|
B 78 3⁄3 | ||||||||
| 19864 |
203 RF & electronics calculators + 14 simulation tools for AI agents.
|
B 78 4⁄3 | ||||||||
| 19865 |
MCP server for METAR/TAF aviation weather data
|
B 78 3⁄3 | ||||||||
| 19866 |
Provides a suite of tools like agent orchestration and token optimization for C…
|
B 78 4⁄4 | ||||||||
| 19867 |
MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.
|
B 78 4⁄3 | ||||||||
| 19868 |
DNS, IP info, SSL, WHOIS, ping for AI agents
|
B 78 3⁄3 | ||||||||
| 19869 |
MCP server for the entire Apple ecosystem — 150+ tools across 17 modules includ…
|
B 78 4⁄3 | ||||||||
| 19870 |
MCP server for Firecrawl web scraping, structured data extraction and web searc…
|
B 78 4⁄3 | ||||||||
| 19871 |
Provides programmatic access to the Binance.US cryptocurrency exchange, enablin…
|
B 78 4⁄4 | ||||||||
| 19872 |
Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and…
|
B 78 4⁄4 | ||||||||
| 19873 |
Submit URLs for instant indexing via IndexNow and Google Indexing API.
|
B 78 3⁄3 | ||||||||
| 19874 |
Enables comprehensive email marketing and transactional email operations throug…
|
B 78 4⁄4 | ||||||||
| 19875 |
Connects Claude to Lichess for playing chess games, analyzing positions with St…
|
B 78 3⁄3 | ||||||||
| 19876 |
A text-based user interface (TUI) client for interacting with MCP servers using…
|
B 78 4⁄3 | ||||||||
| 19877 |
Lichess MCP
Claim
Enables natural language interaction with Lichess chess platform to play games,…
|
B 78 4⁄3 | ||||||||
| 19878 |
Headless Eclipse MAT MCP server for Java heap dump analysis
|
B 78 3⁄3 | ||||||||
| 19879 |
formanator
Claim
Submit and manage Forma (https://joinforma.com) claims from the command line an…
|
B 78 3⁄3 | ||||||||
| 19880 |
Provar MCP: AI-powered Salesforce test automation. Generate, validate, migrate,…
|
B 78 3⁄3 | ||||||||
| 19881 |
MCP server exposing cryptography library functionality
|
B 78 3⁄3 | ||||||||
| 19882 |
uwas
Claim
Unified Web Application Server — Apache+Nginx+Varnish+Caddy in a single Go bina…
|
B 78 3⁄3 | ||||||||
| 19883 |
agent-trade-kit
Claim
OKX trading MCP server — connect AI agents to spot, swap, futures, options & gr…
|
B 78 4⁄3 | ||||||||
| 19884 |
MCP server that exposes RS485 bus connectivity for reading and writing serial d…
|
B 78 3⁄3 | ||||||||
| 19885 |
AI-native task management system for Claude agents. Hierarchical tasks, depende…
|
B 78 4⁄3 | ||||||||
| 19886 |
An MCP server and client for LLMs to interact with Unity Projects
|
B 78 3⁄3 | ||||||||
| 19887 |
Generate changelogs and suggest semver bumps from git history
|
B 78 3⁄3 | ||||||||
| 19888 |
Full Figma control: create shapes, text, components, set styles, auto-layout, v…
|
B 78 4⁄3 | ||||||||
| 19889 |
GopherHole Agent Hub
Claim
Standards-based A2A hub. One MCP connection to thousands of agents, with shared…
|
B 78 3⁄3 | ||||||||
| 19890 |
Provides access to Avanza's public API for real-time Swedish stock quotes, fund…
|
B 77 4⁄4 | ||||||||
| 19891 |
midnight-mcp
Claim
Midnight MCP server giving AI assistants access to Midnight blockchain — search…
|
B 77 4⁄3 | ||||||||
| 19892 |
Financial data for AI agents: SEC filings, price history, insider trades, and m…
|
B 77 3⁄3 | ||||||||
| 19893 |
Enables AI assistants to run, manage, and debug BSD/Illumos VMs through natural…
|
B 77 3⁄3 | ||||||||
| 19894 |
MCP server exposing Capstone 5.0.7 disassembly framework
|
B 77 3⁄3 | ||||||||
| 19895 |
Learning Hub
Claim
AI learning assistant for families. Manages game time rewards based on school g…
|
B 77 4⁄3 | ||||||||
| 19896 |
MCP server to publish to Substack, Ghost, Dev.to, WordPress, LinkedIn + 5 more …
|
B 77 3⁄3 | ||||||||
| 19897 |
OTC crypto trading with HTLC atomic settlement on Ethereum and Bitcoin
|
B 77 3⁄3 | ||||||||
| 19898 |
Enables autonomous web automation through Playwright browser control integrated…
|
B 77 3⁄3 | ||||||||
| 19899 |
Enables interaction with LaunchDarkly's feature flag platform through AI client…
|
B 77 4⁄4 | ||||||||
| 19900 |
A Model Context Protocol (MCP) server that provides seamless integration with O…
|
B 77 4⁄3 | ||||||||