MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34111
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
34101
VerifyRef Claim 1
AI agent recruiting: talent pool match, reference checks, credit packs via Stri…
F 18 3⁄5 ◔ — 0 0 — 55 —
34102
mcp Claim 1
Create and manage Templated email templates from any MCP client - bring your ow…
F 18 3⁄5 ◔ — 0 0 — 55 —
34103
Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+…
F 18 3⁄5 ◔ — 0 0 — 55 —
34104
fetch-extract Claim 1
MCP server (stdio): fetch web pages as clean readable markdown via the AgentFor…
F 18 3⁄5 ◔ — 0 0 — 55 —
34105
url-alive-check Claim 1
MCP server (stdio): check if URLs are alive (status, redirects, latency) via th…
F 18 3⁄5 ◔ — 0 0 — 55 —
34106
zeroheight Claim 1
Connect AI assistants to zeroheight styleguides using the Model Context Protocol
F 18 3⁄5 ◔ — 0 0 — 55 —
34107
openapi-lint Claim 1
MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API
F 18 3⁄5 ◔ — 0 0 — 55 —
34108
ezStats MCP Claim 1
Privacy-first website analytics MCP server for ezStats with analytics, SEO, goa…
F 18 3⁄5 ◔ — 0 0 — 55 —
34109
FreelanceOS Claim 1
Freelance business manager — clients, proposals, invoices, time tracking, scope…
F 18 3⁄5 ◔ — 0 0 — 55 —
34110
facturx-toolkit Claim 1
Validate, extract, repair and generate French Factur-X / EN16931 invoices via A…
F 18 3⁄5 ◔ — 0 0 — 55 —
34111
mcp-merchant Claim 1
Search-only commerce MCP server backed by Stripe (test)
F 16 3⁄5 ◔ — 0 0 — 47 —
○ Unscored
34112
peroperogames
Enables SSH connection management with remote command execution and file transf…
— ○ ⏳ — — — — 81 —
34113
ai-jcce
Contexta Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
— ○ ⏳ — — — — 81 —
34114
Weather forecasts, alerts, air quality, marine, radar imagery, lightning. NOAA …
— ○ — N/A N/A — 81 —
34115
pendpost
pendpost Claim
Pendpost MCP server — exposes ~43 tools for posting, scheduling, and managing c…
— ○ ⏳ — — — — — —
34116
groundlogic-ai-source
Autonomous WCAG 2.1 accessibility auditor that scans, fixes, re-verifies, and g…
— ○ ⏳ — — — — — —
34117
twilize5
PBIFORGE Claim
PBIForge — Power BI .pbix generator MCP server generate .pbix files from dashbo…
— ○ ⏳ — — — — — —
34118
IsakRein
mac-mail-mcp Claim
Provides read-only access to Apple Mail.app emails, accounts, and folders by di…
— ○ ⏳ — N/A N/A — — —
34119
halilertekin
Provides AI agents with professional-grade SEO capabilities including on-page a…
— ○ ⏳ — — — — — —
34120
maxinedotdev
Saga Claim
A local-first MCP server for document ingestion and semantic search, providing …
— ○ ⏳ — N/A N/A — — —
34121
macgaf
Provides tools to query Elasticsearch indices, retrieve mappings, execute searc…
— ○ ⏳ — — — — — —
34122
dzg-studio
Inspect Mac storage, explain file activity, and perform journaled cleanup with …
— ○ ⏳ — N/A N/A — — —
34123
McpCrypto
A backend service that executes transactions across multiple blockchains, enabl…
— ○ ⏳ — — — — 81 —
34124
masayukick
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
— ○ ⏳ — — — — 81 —
34125
ESKRiPO
Enables AI assistants to access and search Slovak legal regulations from Slov-L…
— ○ ⏳ — — — — — —
34126
wuxiaolong123121
Enforces engineering governance for AI-driven software projects, ensuring state…
— ○ ⏳ — — — — — —
34127
VenticinqueMauro
Enables Shopify store owners to get actionable business insights such as sales …
— ○ ⏳ — N/A N/A — — —
34128
shiiman
Manages multiple AI CLI instances (Claude Code, Codex, Gemini, Cursor) in tmux …
— ○ ⏳ — N/A N/A — — —
34129
mohitbadwal
ringback Claim
Lets the LLM reach you on your phone: live, interruptible voice calls and tiere…
— ○ ⏳ — N/A N/A — — —
34130
borgi-s
dfxm-geo-mcp Claim
MCP server for the dfxm-geo dark-field X-ray microscopy forward model
— ○ ⏳ — N/A N/A — — —
34131
knownsec
Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
— ○ ⏳ — N/A N/A — — —
34132
rubenknol
Enables an AI assistant to control Apple Logic Pro DAW including transport, mix…
— ○ ⏳ — N/A N/A — — —
34133
numeratica
Deterministic US financial planning: retirement Monte Carlo, Roth conversion, R…
— ○ ⏳ — — — — — —
34134
x402node
x402-mcp Claim
Exposes 100+ x402-paid APIs to AI agents via auto-discovery from Coinbase Bazaa…
— ○ ⏳ — N/A N/A — — —
34135
a48zhang
luogu-mcp Claim
Fetches and structures programming problem data from Luogu, enabling AI tools t…
— ○ ⏳ — N/A N/A — — —
34136
Woorim-Chun
An AI reading companion that curates next books based on the Chicago Plan curri…
— ○ ⏳ — — — — — —
34137
RobsonAdvincula
Enables AI agents to integrate the SIBS payment gateway, providing tools for cr…
— ○ ⏳ — N/A N/A — — —
34138
MCP-Mirror
Enables AI assistants to interact with Joplin notes through full-text search, r…
— ○ ⏳ — N/A N/A — 95 —
34139
coddieapp
Secure read-only access to Coddie project planning data, enabling AI assistants…
— ○ ⏳ — — — — — —
34140
mambalabsdev
Enrich companies, discover hiring signals and find verified contacts in one act…
— ○ ⏳ — N/A N/A — — —
34141
wtigero
An offline MCP server offering Thai-specific utilities for AI agents, including…
— ○ ⏳ — N/A N/A — — —
34142
zoharazr
Hybrid code quality analysis server combining fast logic-based checks with AI-p…
— ○ ⏳ — N/A N/A — — —
34143
Shatale-SASU
AI-native payment infrastructure that enables AI agents to make purchases, issu…
— ○ ⏳ — N/A N/A — — —
34144
tszaks
keynote-mcp Claim
Local macOS MCP server that reads, edits, and exports Apple Keynote presentatio…
— ○ ⏳ — N/A N/A — — —
34145
waldzellai
Provides instant access to Exa's neural search API documentation, code examples…
— ○ ⏳ — N/A N/A — — —
34146
softvoyagers
qrmint-api Claim
Free styled QR code generator API with custom colors, logos, frames, and batch …
— ○ ⏳ — — — — 95 —
34147
huang198600-cpu
Enables deep structural analysis of ebooks by extracting core conflicts, insigh…
— ○ ⏳ — — — — — —
34148
Yunjihun-n
Enables natural language management of Binance USDS-margin futures trading, inc…
— ○ ⏳ — — — — — —
34149
TerminallyLazy
Enables AI agents to execute terminal commands and Python code on the host syst…
— ○ ⏳ — N/A N/A — — —
34150
gallaghern51-art
Author and validate Calaf workspace seeds against the app's real importer. No a…
— ○ ⏳ — — — — 67 —
Showing 34101–34150 of 69448 servers
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