MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 6 hours, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19451 |
Transforms Figma design data into a compact, LLM-friendly format for code gener…
|
B 83 3⁄3 | ||||||||
| 19452 |
A local vision-language MCP server that enables Claude Code to perform image an…
|
B 83 3⁄3 | ||||||||
| 19453 |
|
B 83 4⁄3 | ||||||||
| 19454 |
Real-time currency exchange rates, historical data, and multi-currency lookups …
|
B 83 3⁄3 | ||||||||
| 19455 |
Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.
|
B 83 3⁄3 | ||||||||
| 19456 |
Enables AI agents to read and navigate EPUB files through 13 specialized tools …
|
B 83 3⁄3 | ||||||||
| 19457 |
SilbercueSwift
Claim
High-performance MCP server for iOS development and test automation. Gives AI c…
|
B 83 3⁄3 | ||||||||
| 19458 |
MCP server providing 124 tools for censorship intelligence, encrypted agent mes…
|
B 83 3⁄3 | ||||||||
| 19459 |
a mcp server to manage github project's functionality
|
B 83 4⁄3 | ||||||||
| 19460 |
AllRatesToday currency exchange rates: real-time mid-market rates for 160+ curr…
|
B 83 3⁄3 | ||||||||
| 19461 |
Parse partial / truncated / messy JSON for LLM tool calls and structured output…
|
B 83 3⁄3 | ||||||||
| 19462 |
ynab-mcp-server
Claim
|
B 83 3⁄3 | ||||||||
| 19463 |
Enables AI assistants to interact with Alibaba Cloud Yunxiao DevOps platform fo…
|
B 83 4⁄4 | ||||||||
| 19464 |
Refactory
Claim
Hybrid code decomposition — AI plans module boundaries, deterministic engine ha…
|
B 83 3⁄3 | ||||||||
| 19465 |
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config das…
|
B 83 3⁄3 | ||||||||
| 19466 |
Enables AI assistants to create and manipulate pixel art by providing tools for…
|
B 83 3⁄3 | ||||||||
| 19467 |
MCP server that closes the feedback loop for AI coding agents — CI monitoring, …
|
B 83 3⁄3 | ||||||||
| 19468 |
SQL formatting, schema visualization, migration generation
|
B 83 3⁄3 | ||||||||
| 19469 |
MCP Server for SigNoz
|
B 83 3⁄3 | ||||||||
| 19470 |
rust-mcp-schema
Claim
A type-safe implementation of the official Model Context Protocol (MCP) schema …
|
B 83 4⁄3 | ||||||||
| 19471 |
|
B 83 3⁄3 | ||||||||
| 19472 |
Enables AI assistants to query and inspect IBM DB2 for i databases using read-o…
|
B 83 4⁄4 | ||||||||
| 19473 |
Connects AI agents with CrowdStrike Falcon for security analysis and automation.
|
B 83 4⁄4 | ||||||||
| 19474 |
MCP server for Claude, ChatGPT, coding agents (cursor, claude code etc), windsu…
|
B 83 3⁄3 | ||||||||
| 19475 |
Analyze listening patterns, build playlists, find missing albums, discover simi…
|
B 83 4⁄4 | ||||||||
| 19476 |
Control Android/iOS/Windows devices from Claude, Cursor, and other AI tools. iO…
|
B 83 3⁄3 | ||||||||
| 19477 |
AI assistant integration for n8n workflow automation through Model Context Prot…
|
B 83 4⁄3 | ||||||||
| 19478 |
|
B 83 3⁄3 | ||||||||
| 19479 |
Change tracking for AI-era codebases. AI agents call it to log structured chang…
|
B 83 3⁄3 | ||||||||
| 19480 |
Comprehensive Git MCP server enabling native git tools including clone, commit,…
|
B 83 4⁄3 | ||||||||
| 19481 |
Secure MCP server for WordPress content management
|
B 83 4⁄3 | ||||||||
| 19482 |
MCP proxy server for NextRole CV tailoring services
|
B 83 3⁄3 | ||||||||
| 19483 |
Non-custodial on-chain escrow + AI dispute arbitration for agent-to-agent USDC …
|
B 83 3⁄3 | ||||||||
| 19484 |
Enables text-only AI models to understand clipboard images by describing them t…
|
B 82 3⁄3 | ||||||||
| 19485 |
First-party MCP server for Kaskad Protocol — a DeFi lending protocol on Igra L2…
|
B 82 3⁄3 | ||||||||
| 19486 |
Governed memory for coding agents. Trust lifecycle, conflict detection, health …
|
B 82 3⁄3 | ||||||||
| 19487 |
Browser and mobile app automation using WebdriverIO, enabling AI agents to cont…
|
B 82 4⁄3 | ||||||||
| 19488 |
Persistent project memory + architectural decisions + pre-execution safety hook…
|
B 82 3⁄3 | ||||||||
| 19489 |
greenlake-workspaces-mcp
Claim
HPE GreenLake workspaces MCP Server
|
B 82 3⁄3 | ||||||||
| 19490 |
An MCP server that gives AI agents persistent, narrative memory: concepts as no…
|
B 82 3⁄3 | ||||||||
| 19491 |
Create presentations, documents, and webpages from any MCP-compatible AI assist…
|
B 82 3⁄3 | ||||||||
| 19492 |
A Model Context Protocol (MCP) server for the Holded Invoice API. This server a…
|
B 82 4⁄3 | ||||||||
| 19493 |
AI agent security: prompt injection detection, semantic memory, output scanning…
|
B 82 3⁄3 | ||||||||
| 19494 |
Manages Google Play Store listing text through the official Android Publisher A…
|
B 82 3⁄3 | ||||||||
| 19495 |
Local task scheduler and worker manager with MCP integration for Claude Desktop.
|
B 82 3⁄3 | ||||||||
| 19496 |
|
B 82 3⁄3 | ||||||||
| 19497 |
The first MCP server for Final Cut Pro. 53 tools that parse, edit, and generate…
|
B 82 4⁄3 | ||||||||
| 19498 |
PublishReady helps AI agents turn drafts into cleaner, publish-ready writing us…
|
B 82 3⁄3 | ||||||||
| 19499 |
MCP server for Apple's Icon Composer: programmatically create .icon bundles wit…
|
B 82 3⁄3 | ||||||||
| 19500 |
A Model Context Protocol (MCP) server for Canny feedback management. Enables ma…
|
B 82 4⁄3 | ||||||||