MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 2 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66451 |
agent-central-mcp
Claim
Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and…
|
— | ||||||||
| 66452 |
company-data
Claim
Read-only data on 3.9M Romanian companies: search, profiles, financials, status…
|
— | ||||||||
| 66453 |
bitbank MCP Server
Claim
MCP server for bitbank cryptocurrency exchange enabling ticker, candlestick, or…
|
— | ||||||||
| 66454 |
stackql
Claim
Open source SQL-native query and provisioning engine for cloud and SaaS infrast…
|
— | ||||||||
| 66455 |
green-mcp
Claim
Measures CPU energy and LLM token usage of programs to enable cost-efficient re…
|
— | ||||||||
| 66456 |
iso-42005-impact-mcp
Claim
ISO/IEC 42005:2025 AI Impact Assessment MCP — first international standard for …
|
— | ||||||||
| 66457 |
NetSuite Link (beta)
Claim
BETA — Run SuiteQL, read/write NetSuite records, query SuiteAnalytics, and run …
|
— | ||||||||
| 66458 |
Vibe MCP
Claim
Browser automation MCP server that enables multiple AI agents to simultaneously…
|
— | ||||||||
| 66459 |
HireLayer
Claim
Resume and CV parsing, candidate matching and ranking for recruiting and ATS AI…
|
— | ||||||||
| 66460 |
clawdentials
Claim
Trust layer for AI agent commerce — escrow-protected payments, verifiable reput…
|
— | ||||||||
| 66461 |
MoteCloud Memory
Claim
# Motecloud Memory MCP
Motecloud is durable memory infrastructure for AI agent…
|
— | ||||||||
| 66462 |
mcp
Claim
E-signatures for agents: mint a sandbox key, send PDFs, track status, download …
|
— | ||||||||
| 66463 |
A universal Model Context Protocol server in Java, enabling interaction with mu…
|
— | ||||||||
| 66464 |
A deployable server on Cloudflare Workers that provides Model Context Protocol …
|
— | ||||||||
| 66465 |
MonoMCP Gateway
Claim
A unified MCP layer that serves organization toolkits as MCP endpoints with per…
|
— | ||||||||
| 66466 |
perpdata
Claim
Normalized perp funding (apr), OI, liquidations and cross-venue spreads. Free t…
|
— | ||||||||
| 66467 |
AvianSuite
Claim
AI agents run business processes on your business data. Every change is attribu…
|
— | ||||||||
| 66468 |
jira-digest-mcp
Claim
MCP server for querying resolved Jira tickets across multiple Atlassian Cloud s…
|
— | ||||||||
| 66469 |
PostgreSQL MCP Server
Claim
Full-featured MCP server that exposes 36 tools for interacting with PostgreSQL …
|
— | ||||||||
| 66470 |
sally-ai-mcp
Claim
Chat with Sally about metabolic health and pay per interaction using x402 with …
|
— | ||||||||
| 66471 |
Arkana
Claim
An MCP server that provides 294 malware analysis tools behind an AI-driven inte…
|
— | ||||||||
| 66472 |
Outlook MCP Server
Claim
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
|
— | ||||||||
| 66473 |
GoHighLevel MCP Server
Claim
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
|
— | ||||||||
| 66474 |
hedera-hcs-mcp-server
Claim
AI-powered Hedera HCS topic intelligence for agents. Pay per call in HBAR.
|
— | ||||||||
| 66475 |
regressguard
Claim
Deterministic API regression checks for AI agents: snapshot a baseline, catch b…
|
— | ||||||||
| 66476 |
Governed USDC wallet for AI agents — policy gates, spending caps, and Ed25519-s…
|
— | ||||||||
| 66477 |
my-voice-mcp
Claim
A local-first MCP server that builds compact voice profiles from writing sample…
|
— | ||||||||
| 66478 |
learning-mcp-server
Claim
A minimal MCP server with three toy tools (add, echo, current_time) for learnin…
|
— | ||||||||
| 66479 |
epwforge-mcp
Claim
EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tool…
|
— | ||||||||
| 66480 |
Maango-mcp
Claim
Maango is the pre-flight check for AI agents on the web. Before an agent scrape…
|
— | ||||||||
| 66481 |
Cloudways MCP Server
Claim
Enables managing Cloudways servers, applications, backups, SSL, environment var…
|
— | ||||||||
| 66482 |
context-cloud
Claim
Persistent AI memory with shared team workspaces, typed knowledge chunks, and c…
|
— | ||||||||
| 66483 |
hive-mcp-mark
Claim
MCP server for trademark first-use attestation with post-quantum dual-signed re…
|
— | ||||||||
| 66484 |
mcp
Claim
Live, end-to-end encrypted, ephemeral file transfer between your AI agent and a…
|
— | ||||||||
| 66485 |
Salesforce MCP Server
Claim
Enables AI assistants to interact with Salesforce data by listing objects, desc…
|
— | ||||||||
| 66486 |
pincushion-plugin
Claim
Visual feedback as agent work packets. Stakeholders drop pins on your live app;…
|
— | ||||||||
| 66487 |
Jeikin
Claim
Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evid…
|
— | ||||||||
| 66488 |
A remote MCP server for reading, writing, and managing items in your Zotero lib…
|
— | ||||||||
| 66489 |
outlook_mcp
Claim
Connects Claude to Microsoft 365 Outlook and Google Gmail APIs for email search…
|
— | ||||||||
| 66490 |
project-knowledge-mcp
Claim
Cross-project knowledge graph for MCP — map features across mobile, backend, an…
|
— | ||||||||
| 66491 |
Read-only trading hours for 30 stock exchanges — open now, next open, holidays,…
|
— | ||||||||
| 66492 |
graphql-rest-bridge
Claim
Cloudflare Workers MCP server: graphql-rest-bridge
|
— | ||||||||
| 66493 |
Scaffold MCP Server
Claim
Enables generating frontend project scaffolding for multiple frameworks (React,…
|
— | ||||||||
| 66494 |
freight-pulse
Claim
Ocean & multimodal freight intelligence: rates, landed cost, transit, customs, …
|
— | ||||||||
| 66495 |
AynOps
Claim
AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabi…
|
— | ||||||||
| 66496 |
Civis MCP Server
Claim
Enables interaction with the Civis Platform for data exploration, querying, and…
|
— | ||||||||
| 66497 |
navigator
Claim
Read-only repo navigation and progressive disclosure; BM25 locator with registe…
|
— | ||||||||
| 66498 |
pdf-content-search-mcp
Claim
MCP bridge for [PDF Content Search](https://store.juergenkoller.software/en/app…
|
— | ||||||||
| 66499 |
Hickey_MCP
Claim
Personal MCP server for Snowflake and Tableau integration, enabling SQL queries…
|
— | ||||||||
| 66500 |
Fish Audio MCP Server
Claim
Enables natural language-driven speech synthesis using Fish Audio's Text-to-Spe…
|
— | ||||||||