MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 401 |
Helps developers tackle legacy codebases by giving AI coding assistants context…
|
B 83 5⁄4 | ||||||||
| 402 |
Enables interaction with the Bitcoin blockchain through the Maestro API platfor…
|
B 83 6⁄6 | ||||||||
| 403 |
A MCP(Model Context Protocol) server that accesses to Lightdash
|
B 83 5⁄5 | ||||||||
| 404 |
Enables integration with CMP (Connectivity Management Platform) API to query an…
|
B 83 6⁄6 | ||||||||
| 405 |
MySQL database integration in NodeJS with configurable access controls and sche…
|
B 83 5⁄5 | ||||||||
| 406 |
MCP server for [Fizzy](https://fizzy.do) kanban task management with tools for …
|
B 83 5⁄5 | ||||||||
| 407 |
Enables monitoring of domain registration information via WHOIS lookup and SSL …
|
B 83 6⁄6 | ||||||||
| 408 |
brave-search-mcp
Claim
Web, Image, News, Video, and Local Point of Interest search capabilities using …
|
B 83 5⁄5 | ||||||||
| 409 |
Enables AI assistants to automate macOS through AppleScript and JXA by providin…
|
B 83 5⁄4 | ||||||||
| 410 |
AI-orchestrated calendars, contacts & tasks across any DAV platform. 26 tools, …
|
B 83 5⁄4 | ||||||||
| 411 |
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
|
B 83 5⁄5 | ||||||||
| 412 |
MCP server for YNAB (You Need A Budget) — budgets, accounts, transactions, cate…
|
B 83 5⁄4 | ||||||||
| 413 |
Enables secure database operations on SQL Server instances through a three-tier…
|
B 83 5⁄5 | ||||||||
| 414 |
computer-use-mcp
Claim
MCP server that enables Claude to control your computer, similar to Anthropic's…
|
B 83 5⁄4 | ||||||||
| 415 |
Fetter MCP
Claim
Real-time Python package and vulnerability data for AI coding agents.
|
B 83 6⁄6 | ||||||||
| 416 |
A SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.
|
B 83 5⁄4 | ||||||||
| 417 |
Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, ena…
|
B 83 5⁄5 | ||||||||
| 418 |
Search ethical, origin-verified products and brands by country of origin
|
B 83 5⁄4 | ||||||||
| 419 |
Fail-closed Cedar policy gate + Ed25519 signed receipts for agent tool calls. D…
|
B 83 4⁄4 | ||||||||
| 420 |
Enables efficient content retrieval from Contentful's Content Delivery API usin…
|
B 83 5⁄5 | ||||||||
| 421 |
Collective memory for AI agents. One agent solves a bug — every agent gets the …
|
B 83 6⁄6 | ||||||||
| 422 |
container-use
Claim
Containerized environments for coding agents. Multiple agents can work independ…
|
B 83 5⁄4 | ||||||||
| 423 |
A type-safe solution to remote MCP communication, enabling effortless integrati…
|
B 83 5⁄4 | ||||||||
| 424 |
Bitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitb…
|
B 83 5⁄4 | ||||||||
| 425 |
local-brain
Claim
A CLI tool for managing projects
|
B 83 4⁄4 | ||||||||
| 426 |
frontmcp
Claim
TypeScript-first framework for the Model Context Protocol (MCP). You write clea…
|
B 83 5⁄4 | ||||||||
| 427 |
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repo…
|
B 83 5⁄5 | ||||||||
| 428 |
Read-only access to Quicken For Mac financial data: transactions, spending, and…
|
B 83 5⁄5 | ||||||||
| 429 |
Comprehensive Model Context Protocol server for managing Home Assistant through…
|
B 83 5⁄4 | ||||||||
| 430 |
Enables access to AWS documentation through natural language by fetching and co…
|
B 83 5⁄5 | ||||||||
| 431 |
Microsoft Learn MCP
Claim
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples fo…
|
B 83 6⁄6 | ||||||||
| 432 |
UK legislation via MCP — full-text search across statutes and provisions
|
B 83 5⁄4 | ||||||||
| 433 |
GitLab documentation search for AI assistants via Model Context Protocol (MCP)
|
B 83 5⁄4 | ||||||||
| 434 |
Provides access to Old School RuneScape wiki information and game data through …
|
B 83 6⁄6 | ||||||||
| 435 |
Provides seamless access to official Ukrainian government statistics from the S…
|
B 83 5⁄5 | ||||||||
| 436 |
Official Next.js MCP server for coding agents. Provides runtime diagnostics, ro…
|
B 83 5⁄5 | ||||||||
| 437 |
Irish legislation via MCP — full-text search across statutes and provisions
|
B 83 5⁄4 | ||||||||
| 438 |
A local proxy that strips web pages down to clean text before they enter your A…
|
B 83 4⁄4 | ||||||||
| 439 |
mcp-everything-search
Claim
A high-performance Model Context Protocol (MCP) server built for Windows. Lever…
|
B 83 4⁄4 | ||||||||
| 440 |
MCP server for Gong.io - access calls, transcripts, and users
|
B 83 5⁄4 | ||||||||
| 441 |
An MCP server that enforces development discipline and workflow best practices,…
|
B 83 5⁄4 | ||||||||
| 442 |
🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with …
|
B 83 5⁄4 | ||||||||
| 443 |
MCP server providing comprehensive Datadog observability access for AI assistan…
|
B 83 5⁄5 | ||||||||
| 444 |
Extracts decision intent from git history and protects intentional code from AI…
|
B 83 4⁄4 | ||||||||
| 445 |
Provides structured access to the full NIST cybersecurity catalog, including SP…
|
B 83 4⁄4 | ||||||||
| 446 |
Enable advanced scientific reasoning by leveraging graph structures and dynamic…
|
B 83 5⁄4 | ||||||||
| 447 |
MCP Apps Template Server
Claim
A starter template for building MCP apps with React widgets, featuring tool exe…
|
B 83 5⁄4 | ||||||||
| 448 |
Enables text-to-speech synthesis using VOICEPEAK software with support for cust…
|
B 83 5⁄4 | ||||||||
| 449 |
Give Claude Code 51 research, analysis & media production tools with one comman…
|
B 83 5⁄4 | ||||||||
| 450 |
Guardian Engine
Claim
Deterministic recipe verification engine — validates AI-generated recipes again…
|
B 83 6⁄6 | ||||||||