MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 3 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 34101 |
AI agent recruiting: talent pool match, reference checks, credit packs via Stri…
|
F 18 3⁄5 | ||||||||
| 34102 |
Create and manage Templated email templates from any MCP client - bring your ow…
|
F 18 3⁄5 | ||||||||
| 34103 |
Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+…
|
F 18 3⁄5 | ||||||||
| 34104 |
MCP server (stdio): fetch web pages as clean readable markdown via the AgentFor…
|
F 18 3⁄5 | ||||||||
| 34105 |
MCP server (stdio): check if URLs are alive (status, redirects, latency) via th…
|
F 18 3⁄5 | ||||||||
| 34106 |
Connect AI assistants to zeroheight styleguides using the Model Context Protocol
|
F 18 3⁄5 | ||||||||
| 34107 |
MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API
|
F 18 3⁄5 | ||||||||
| 34108 |
Privacy-first website analytics MCP server for ezStats with analytics, SEO, goa…
|
F 18 3⁄5 | ||||||||
| 34109 |
Freelance business manager — clients, proposals, invoices, time tracking, scope…
|
F 18 3⁄5 | ||||||||
| 34110 |
Validate, extract, repair and generate French Factur-X / EN16931 invoices via A…
|
F 18 3⁄5 | ||||||||
| 34111 |
Search-only commerce MCP server backed by Stripe (test)
|
F 16 3⁄5 | ||||||||
| ○ Unscored | ||||||||||
| 34112 |
Pero MCP Server
Claim
Enables SSH connection management with remote command execution and file transf…
|
— | ||||||||
| 34113 |
Contexta
Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
|
— | ||||||||
| 34114 |
Weather forecasts, alerts, air quality, marine, radar imagery, lightning. NOAA …
|
— | ||||||||
| 34115 |
pendpost
Claim
Pendpost MCP server — exposes ~43 tools for posting, scheduling, and managing c…
|
— | ||||||||
| 34116 |
AccessibilityAI
Claim
Autonomous WCAG 2.1 accessibility auditor that scans, fixes, re-verifies, and g…
|
— | ||||||||
| 34117 |
PBIFORGE
Claim
PBIForge — Power BI .pbix generator MCP server generate .pbix files from dashbo…
|
— | ||||||||
| 34118 |
mac-mail-mcp
Claim
Provides read-only access to Apple Mail.app emails, accounts, and folders by di…
|
— | ||||||||
| 34119 |
advanced-seo-mcp
Claim
Provides AI agents with professional-grade SEO capabilities including on-page a…
|
— | ||||||||
| 34120 |
Saga
Claim
A local-first MCP server for document ingestion and semantic search, providing …
|
— | ||||||||
| 34121 |
Elasticsearch MCP Server
Claim
Provides tools to query Elasticsearch indices, retrieve mappings, execute searc…
|
— | ||||||||
| 34122 |
Inspect Mac storage, explain file activity, and perform journaled cleanup with …
|
— | ||||||||
| 34123 |
UniversalDeFi AI
Claim
A backend service that executes transactions across multiple blockchains, enabl…
|
— | ||||||||
| 34124 |
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
|
— | ||||||||
| 34125 |
Slov-Lex MCP Server
Claim
Enables AI assistants to access and search Slovak legal regulations from Slov-L…
|
— | ||||||||
| 34126 |
AI Project OS MCP
Claim
Enforces engineering governance for AI-driven software projects, ensuring state…
|
— | ||||||||
| 34127 |
Shopify Insights MCP
Claim
Enables Shopify store owners to get actionable business insights such as sales …
|
— | ||||||||
| 34128 |
multi-agent-mcp
Claim
Manages multiple AI CLI instances (Claude Code, Codex, Gemini, Cursor) in tmux …
|
— | ||||||||
| 34129 |
ringback
Claim
Lets the LLM reach you on your phone: live, interruptible voice calls and tiere…
|
— | ||||||||
| 34130 |
dfxm-geo-mcp
Claim
MCP server for the dfxm-geo dark-field X-ray microscopy forward model
|
— | ||||||||
| 34131 |
mcp_log_analyzer
Claim
Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
|
— | ||||||||
| 34132 |
logic-pro-mcp
Claim
Enables an AI assistant to control Apple Logic Pro DAW including transport, mix…
|
— | ||||||||
| 34133 |
Deterministic US financial planning: retirement Monte Carlo, Roth conversion, R…
|
— | ||||||||
| 34134 |
x402-mcp
Claim
Exposes 100+ x402-paid APIs to AI agents via auto-discovery from Coinbase Bazaa…
|
— | ||||||||
| 34135 |
luogu-mcp
Claim
Fetches and structures programming problem data from Luogu, enabling AI tools t…
|
— | ||||||||
| 34136 |
reading-coach
Claim
An AI reading companion that curates next books based on the Chicago Plan curri…
|
— | ||||||||
| 34137 |
SIBS Payment MCP
Claim
Enables AI agents to integrate the SIBS payment gateway, providing tools for cr…
|
— | ||||||||
| 34138 |
Joplin MCP Server
Claim
Enables AI assistants to interact with Joplin notes through full-text search, r…
|
— | ||||||||
| 34139 |
Coddie MCP Server
Claim
Secure read-only access to Coddie project planning data, enabling AI assistants…
|
— | ||||||||
| 34140 |
mcp-b2b-prospect-engine
Claim
Enrich companies, discover hiring signals and find verified contacts in one act…
|
— | ||||||||
| 34141 |
Thai Toolkit MCP
Claim
An offline MCP server offering Thai-specific utilities for AI agents, including…
|
— | ||||||||
| 34142 |
code-quality-mcp
Claim
Hybrid code quality analysis server combining fast logic-based checks with AI-p…
|
— | ||||||||
| 34143 |
Shatale MCP Server
Claim
AI-native payment infrastructure that enables AI agents to make purchases, issu…
|
— | ||||||||
| 34144 |
keynote-mcp
Claim
Local macOS MCP server that reads, edits, and exports Apple Keynote presentatio…
|
— | ||||||||
| 34145 |
Provides instant access to Exa's neural search API documentation, code examples…
|
— | ||||||||
| 34146 |
qrmint-api
Claim
Free styled QR code generator API with custom colors, logos, frames, and batch …
|
— | ||||||||
| 34147 |
book-teardown-mcp
Claim
Enables deep structural analysis of ebooks by extracting core conflicts, insigh…
|
— | ||||||||
| 34148 |
Enables natural language management of Binance USDS-margin futures trading, inc…
|
— | ||||||||
| 34149 |
Enables AI agents to execute terminal commands and Python code on the host syst…
|
— | ||||||||
| 34150 |
Author and validate Calaf workspace seeds against the app's real importer. No a…
|
— | ||||||||