MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 3 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51251 |
Java Code Generator
Claim
Generate secure Java code for common tasks and patterns. Apply best practices t…
|
— | ||||||||
| 51252 |
Solana Security Standard
Claim
Scan Solana/Anchor code against the Solana Security Standard and serve the rule…
|
— | ||||||||
| 51253 |
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, d…
|
— | ||||||||
| 51254 |
finance-intelligence-mcp
Claim
Personal finance MCP server with budgeting, analytics, and PostgreSQL.
|
— | ||||||||
| 51255 |
Generate authentic pixel art - sprites, animations, and tilesets - from any MCP…
|
— | ||||||||
| 51256 |
An AI-powered, safe database access gateway built on the Model Context Protocol…
|
— | ||||||||
| 51257 |
Ad Library MCP
Claim
Searches and analyzes competitor ads and content across Meta, Google, Instagram…
|
— | ||||||||
| 51258 |
mcp-server-demo
Claim
Exposes database and external API tools via the Model Context Protocol, enablin…
|
— | ||||||||
| 51259 |
niua-godot-mcp
Claim
A local MCP server plus a bundled Godot editor addon that lets an AI agent crea…
|
— | ||||||||
| 51260 |
pdf-analyzer
Claim
Enables AI agents to read and analyze PDF documents for natural language Q\&A. …
|
— | ||||||||
| 51261 |
Enables appending content to Google Docs and creating email drafts in Gmail via…
|
— | ||||||||
| 51262 |
JLCEDA MCP Server
Claim
Enables AI assistants to interact with JLCEDA EDA for schematic/PCB design oper…
|
— | ||||||||
| 51263 |
Core AI Toolkit - a modular MCP server that extends AI assistants with practica…
|
— | ||||||||
| 51264 |
kongen-mcp
Claim
Connects MCP clients to Kongen Labs' Pattern Intelligence API for reasoning reg…
|
— | ||||||||
| 51265 |
LNA-Report MCP Server
Claim
Enables AI agents to automatically analyze AWS LNA CSV data and generate compet…
|
— | ||||||||
| 51266 |
A Model Context Protocol server that provides access to Databento's historical …
|
— | ||||||||
| 51267 |
Enables Jira integration with dynamic configuration, time logging, task creatio…
|
— | ||||||||
| 51268 |
GoHighLevel MCP Server
Claim
Integrates Claude Desktop with GoHighLevel CRM, providing 269+ tools for contac…
|
— | ||||||||
| 51269 |
Publish-ready articles on demand. Send a topic, get back SEO-optimized content …
|
— | ||||||||
| 51270 |
SpecStream
Claim
Lead lists, company lists, grants and jobs from the live web, for your agent. P…
|
— | ||||||||
| 51271 |
FastMCP server for Substack — publish Notes and posts, pull analytics, manage d…
|
— | ||||||||
| 51272 |
texting
Claim
Enables Claude to send and read iMessages on macOS, with human approval require…
|
— | ||||||||
| 51273 |
dear-agent
Claim
Your AI agent keeps your diary for you. Local-first, private, works in any agen…
|
— | ||||||||
| 51274 |
OwnMemory
Claim
Encrypted memory for Claude, on a server you deploy to your own Cloudflare acco…
|
— | ||||||||
| 51275 |
domainintel-mcp
Claim
Domain intelligence for agents: WHOIS, DNS, SSL/TLS, security headers, reputati…
|
— | ||||||||
| 51276 |
Crevio
Claim
AI that runs your business so you don't have to.
|
— | ||||||||
| 51277 |
xray-mcp-server
Claim
|
— | ||||||||
| 51278 |
CodeSherlock
Claim
AI-powered static and contextual code analysis MCP server
|
— | ||||||||
| 51279 |
Provides a standardized interface for interacting with Coda's tools and service…
|
— | ||||||||
| 51280 |
MCP Leave Manager Server
Claim
Enables managing employee leave requests, balances, and approvals through natur…
|
— | ||||||||
| 51281 |
SwapWizard
Claim
Non-custodial DeFi for AI agents: swaps, concentrated liquidity (V3/V4) zaps + …
|
— | ||||||||
| 51282 |
TeamTok MCP
Claim
카톡 팀플방의 대화를 팀원별 역할, 마감, 미정 항목, 제출 체크리스트, 공지 메시지로 정리해주는 대학생용 MCP 서버.
|
— | ||||||||
| 51283 |
Shippp
Claim
A connected canvas for the builders of the next era.
|
— | ||||||||
| 51284 |
notification-ai-mcp
Claim
notification-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 51285 |
agentpay-sentinel-mcp
Claim
Security guardrails for AI agent payments
|
— | ||||||||
| 51286 |
COTAL actions (cotal.ai)
Claim
cotal.ai actions: product overview, site search, build log, feedback, Cloud wai…
|
— | ||||||||
| 51287 |
stac2026
Claim
Personal AI infrastructure gateway orchestrating memory, workflow automation, k…
|
— | ||||||||
| 51288 |
mcp-notifications
Claim
Enables sending real-time and webhook notifications when AI agents complete tas…
|
— | ||||||||
| 51289 |
blueprint-10k
Claim
An MCP server that provides deterministic finance tools for SEC filing analysis…
|
— | ||||||||
| 51290 |
trovex
Claim
Serves coding agents one canonical doc per query instead of rereading the repo …
|
— | ||||||||
| 51291 |
dead-letter
Claim
Convert .eml email exports to Markdown with YAML front matter
|
— | ||||||||
| 51292 |
|
— | ||||||||
| 51293 |
motherduck-mcp
Claim
Enables executing SQL queries on DuckDB databases locally or on MotherDuck clou…
|
— | ||||||||
| 51294 |
Tratto MCP Server
Claim
Lets AI tools send transactional emails, check status, and manage contacts thro…
|
— | ||||||||
| 51295 |
research-memory-mcp
Claim
An MCP server that provides controlled read/write tools for managing local-firs…
|
— | ||||||||
| 51296 |
space-feeds
Claim
Enables AI agents to access curated space and spaceflight RSS/Atom feeds via to…
|
— | ||||||||
| 51297 |
CenterPoint Connect
Claim
Manage properties, companies, employees, invoices, materials, and more from Cen…
|
— | ||||||||
| 51298 |
meok-ai-reflection-mcp
Claim
MEOK AI Labs - ai-reflection MCP server extracted from SOV3
|
— | ||||||||
| 51299 |
Wireshark MCP Server
Claim
Bridges AI assistants with network packet analysis, enabling PCAP investigation…
|
— | ||||||||
| 51300 |
MCP server for orchestrating Node.js development servers (backend, frontend, da…
|
— | ||||||||