MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19451 |
Hosted memory that learns and forgets — feedback re-ranks what helps, recall fa…
|
B 83 3⁄3 | ||||||||
| 19452 |
Local MCP server for Hey.com email. Read, search, send, reply, and manage the s…
|
B 83 3⁄3 | ||||||||
| 19453 |
ynab-mcp-server
Claim
|
B 83 3⁄3 | ||||||||
| 19454 |
|
B 83 3⁄3 | ||||||||
| 19455 |
Transforms Figma design data into a compact, LLM-friendly format for code gener…
|
B 83 3⁄3 | ||||||||
| 19456 |
A local vision-language MCP server that enables Claude Code to perform image an…
|
B 83 3⁄3 | ||||||||
| 19457 |
Cortex is a Claude Code plugin that gives Claude persistent memory across sessi…
|
B 83 3⁄3 | ||||||||
| 19458 |
MCP server for OpenRouter management API: credits, key CRUD, activity drill-dow…
|
B 83 3⁄3 | ||||||||
| 19459 |
Enables AI agents to read and navigate EPUB files through 13 specialized tools …
|
B 83 3⁄3 | ||||||||
| 19460 |
Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.
|
B 83 3⁄3 | ||||||||
| 19461 |
Read and edit HTML/Markdown tables in GitBook-synced documents via MCP tools.
|
B 83 3⁄3 | ||||||||
| 19462 |
AllRatesToday currency exchange rates: real-time mid-market rates for 160+ curr…
|
B 83 3⁄3 | ||||||||
| 19463 |
Control Android/iOS/Windows devices from Claude, Cursor, and other AI tools. iO…
|
B 83 3⁄3 | ||||||||
| 19464 |
Search all of GitHub from your AI agent — find libraries, drill into repos, fin…
|
B 83 3⁄3 | ||||||||
| 19465 |
Fabric-Analytics-MCP
Claim
A Model Context Protocol (MCP) server that enables AI assistants to securely ac…
|
B 83 4⁄3 | ||||||||
| 19466 |
Aggregates search results from multiple providers (web, academic, code, finance…
|
B 83 3⁄3 | ||||||||
| 19467 |
AI assistant integration for n8n workflow automation through Model Context Prot…
|
B 83 4⁄3 | ||||||||
| 19468 |
Keyless MCP — 36 tools for SAM.gov, USAspending, Federal Register, eCFR, Grants…
|
B 83 3⁄3 | ||||||||
| 19469 |
Change tracking for AI-era codebases. AI agents call it to log structured chang…
|
B 83 3⁄3 | ||||||||
| 19470 |
Comprehensive Git MCP server enabling native git tools including clone, commit,…
|
B 83 4⁄3 | ||||||||
| 19471 |
A comprehensive all-in-one MCP server with 172 tools across 21 categories inclu…
|
B 83 4⁄3 | ||||||||
| 19472 |
Color convert, palette, contrast checker for AI agents
|
B 83 3⁄3 | ||||||||
| 19473 |
Real-time currency exchange rates, historical data, and multi-currency lookups …
|
B 83 3⁄3 | ||||||||
| 19474 |
Turn editor chat history (Cursor/Claude Code/Windsurf/Copilot/Codex CLI) into t…
|
B 83 3⁄3 | ||||||||
| 19475 |
rust-mcp-schema
Claim
A type-safe implementation of the official Model Context Protocol (MCP) schema …
|
B 83 4⁄3 | ||||||||
| 19476 |
Secure MCP server for WordPress content management
|
B 83 4⁄3 | ||||||||
| 19477 |
logic-server
Claim
Agent reasoning, memory, and token-optimized context for AI applications.
|
B 83 3⁄3 | ||||||||
| 19478 |
A read-only MCP server that connects to Proton Mail via Proton Bridge, enabling…
|
B 83 3⁄3 | ||||||||
| 19479 |
Bookmark manager for AI agents with tags, categories, and full-text search. Rea…
|
B 83 3⁄3 | ||||||||
| 19480 |
SQL formatting, schema visualization, migration generation
|
B 83 3⁄3 | ||||||||
| 19481 |
SilbercueSwift
Claim
High-performance MCP server for iOS development and test automation. Gives AI c…
|
B 83 3⁄3 | ||||||||
| 19482 |
|
B 83 3⁄3 | ||||||||
| 19483 |
An MCP server that gives AI agents deterministic, verified access to ISO 8583 f…
|
B 83 3⁄3 | ||||||||
| 19484 |
|
B 82 3⁄3 | ||||||||
| 19485 |
Turn 40+ data sources into a daily Wall Street-style market briefing, delivered…
|
B 82 3⁄3 | ||||||||
| 19486 |
SSWP MCP — Deterministic software attestation for AI-augmented development. Wit…
|
B 82 3⁄3 | ||||||||
| 19487 |
APITier utility APIs as MCP tools: validation, UK/India address lookup, barcode…
|
B 82 3⁄3 | ||||||||
| 19488 |
Verifiable action logs for AI agents. Every action is recorded in a SHA-256 has…
|
B 82 3⁄3 | ||||||||
| 19489 |
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
|
B 82 3⁄3 | ||||||||
| 19490 |
Connects open data to LLMs via MCP, enabling easy access to public datasets and…
|
B 82 3⁄3 | ||||||||
| 19491 |
India-first MCP server for NSE/BSE, fundamentals, analytics, and market researc…
|
B 82 3⁄3 | ||||||||
| 19492 |
A Model Context Protocol (MCP) server for the Holded Invoice API. This server a…
|
B 82 4⁄3 | ||||||||
| 19493 |
PublishReady helps AI agents turn drafts into cleaner, publish-ready writing us…
|
B 82 3⁄3 | ||||||||
| 19494 |
Indexes Kotlin/Native platform klibs to enable fast symbol lookup for iOS APIs.…
|
B 82 3⁄3 | ||||||||
| 19495 |
🚀 Active Fork of executeautomation/mcp-playwright
This repository is an activel…
|
B 82 4⁄3 | ||||||||
| 19496 |
telegram-api-mcp
Claim
Ultimate MCP server for Telegram Bot API — 169 methods, full v9.6 coverage, met…
|
B 82 3⁄3 | ||||||||
| 19497 |
Create presentations, documents, and webpages from any MCP-compatible AI assist…
|
B 82 3⁄3 | ||||||||
| 19498 |
.
|
B 82 3⁄3 | ||||||||
| 19499 |
Snapshot tests for AI tool-call traces: diff, validate, and catch silent regres…
|
B 82 3⁄3 | ||||||||
| 19500 |
Project memory and scoping engine for AI coding agents. It gives any agent pers…
|
B 82 3⁄3 | ||||||||