MCP Server Quality Scores
Independent quality analysis of 44165 public MCP servers
Last updated 1 hour, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43851 |
dataforseo-mario
Claim
|
— | ||||||||
| 43852 |
Syndicate Links MCP
Claim
Attribution and commission infrastructure for AI agents. Track conversions, ver…
|
— | ||||||||
| 43853 |
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
|
— | ||||||||
| 43854 |
SDS MCP
Claim
Enables automated project analysis and structured development specification gen…
|
— | ||||||||
| 43855 |
agentdrop-mcp-server
Claim
MCP server for AgentDrop - encrypted file transfer between AI agents across any…
|
— | ||||||||
| 43856 |
Query Airbrake errors, notices, deploys, and project stats from MCP clients
|
— | ||||||||
| 43857 |
Search the Federal Register for rules, proposed rules, and notices affecting en…
|
— | ||||||||
| 43858 |
ThinkNEO MCP SMB
Claim
8 standalone MCP servers for SMBs — Guardrails (prompt injection, PII, secrets …
|
— | ||||||||
| 43859 |
Enables backend test quality analysis for GPA e-commerce, including coverage an…
|
— | ||||||||
| 43860 |
dejared
Claim
Explore, analyze, and decompile Java JAR files via MCP
|
— | ||||||||
| 43861 |
ai-dictionary-mcp
Claim
Look up, search, cite, discuss, and track AI phenomenology terms
|
— | ||||||||
| 43862 |
corviapp
Claim
|
— | ||||||||
| 43863 |
126 Email SMTP Server
Claim
Send emails securely using the 126 email service with SMTP support. Enable send…
|
— | ||||||||
| 43864 |
Onplana
Claim
Project portfolio management for PMOs. Alternative to Microsoft Project Online.…
|
— | ||||||||
| 43865 |
A comprehensive Model Context Protocol server that bridges LLMs with self-hoste…
|
— | ||||||||
| 43866 |
MCP Server Chart
Claim
Enables generation of 25+ types of charts and data visualizations using AntV, i…
|
— | ||||||||
| 43867 |
browser-auth-mcp
Claim
Enables AI agents to authenticate with websites using a real Chromium browser w…
|
— | ||||||||
| 43868 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects through natural language…
|
— | ||||||||
| 43869 |
MCP-Mem0
Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
|
— | ||||||||
| 43870 |
WHOOP MCP Server
Claim
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
|
— | ||||||||
| 43871 |
Google Webmaster MCP
Claim
Enables AI agents to manage Google Tag Manager, Google Search Console, and Goog…
|
— | ||||||||
| 43872 |
mcp
Claim
Currency conversion and exchange rates for AI. 170+ currencies, historical data…
|
— | ||||||||
| 43873 |
server
Claim
|
— | ||||||||
| 43874 |
Next Role
Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
|
— | ||||||||
| 43875 |
appd-mcp
Claim
A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to q…
|
— | ||||||||
| 43876 |
Let AI tools securely access your LinkedIn network and DMs
|
— | ||||||||
| 43877 |
neo4j
Claim
|
— | ||||||||
| 43878 |
mcp-checker1
Claim
|
— | ||||||||
| 43879 |
mem0-mcp
Claim
MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention
|
— | ||||||||
| 43880 |
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS manageme…
|
— | ||||||||
| 43881 |
Enables fetching content from InterviewReady (blogs, resources, course material…
|
— | ||||||||
| 43882 |
Provide accurate and up-to-date weather information including current condition…
|
— | ||||||||
| 43883 |
mev-history-mcp
Claim
MCP server for EVM MEV history, offering pay-per-call endpoints to check wallet…
|
— | ||||||||
| 43884 |
A flexible MCP server that enables users to define and execute arbitrary comman…
|
— | ||||||||
| 43885 |
Substack MCP Server
Claim
Enables interaction with Substack publications through natural conversation, al…
|
— | ||||||||
| 43886 |
ContextCore
Claim
A local-first MCP server that indexes all your local files (text, code, images,…
|
— | ||||||||
| 43887 |
Airtable MCP Server
Claim
Enables interaction with Airtable bases and tables, allowing schema inspection …
|
— | ||||||||
| 43888 |
DDG MCP Server
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
|
— | ||||||||
| 43889 |
Gergy AI MCP
Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
|
— | ||||||||
| 43890 |
NanoBanana MCP
Claim
Generates AI images using Google Imagen directly in Claude Desktop, with automa…
|
— | ||||||||
| 43891 |
Say Hello
Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
|
— | ||||||||
| 43892 |
boring
Claim
Automate planning, implementation, and verification of code across your project…
|
— | ||||||||
| 43893 |
Free competitive pricing intelligence for SMB CPG brands. Check where any produ…
|
— | ||||||||
| 43894 |
mijia-control
Claim
Control Xiaomi/Mijia smart home devices (lights, AC, heaters, robots, cameras) …
|
— | ||||||||
| 43895 |
Pero MCP Server
Claim
Enables SSH connection management with remote command execution and file transf…
|
— | ||||||||
| 43896 |
mcp-gsheet
Claim
MCP server for interacting with Google Sheets, providing tools to list sheets, …
|
— | ||||||||
| 43897 |
n8n-mcpmcp3
Claim
|
— | ||||||||
| 43898 |
Gists MCP Server
Claim
Enables Claude to manage GitHub Gists as an intelligent code library, allowing …
|
— | ||||||||
| 43899 |
Claude-Skills
Claim
338 AI skills across 16 domains. PM is the deepest (66 skills — discovery, exec…
|
— | ||||||||
| 43900 |
Use 3,000+ pre-built cloud tools, known as Actors, to extract data from website…
|
— | ||||||||