MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28701 |
Shared task queue for humans and AI agents: leases, handoffs, approvals and sig…
|
D 53 2⁄5 | ||||||||
| 28702 |
Enables network management through Cisco Catalyst Center, providing tools for m…
|
D 53 3⁄4 | ||||||||
| 28703 |
Agent-native dental planning MCP for plan drafts, presentations, and price esti…
|
D 53 3⁄5 | ||||||||
| 28704 |
Korean-Japanese bilingual community. Read public posts/comments, route Korea/Ja…
|
D 53 3⁄5 | ||||||||
| 28705 |
An MCP server that provides secure, read-only access to the TrakSYS manufacturi…
|
D 53 3⁄4 | ||||||||
| 28706 |
Help estimating move size, inventory and quotes for house or office movers.
|
D 53 3⁄5 | ||||||||
| 28707 |
An MCP server that enables AI assistants to manage Tiny Tiny RSS feeds, includi…
|
D 53 3⁄4 | ||||||||
| 28708 |
Render HTML and CSS to PNG images over HTTP. Send HTML and CSS and get a PNG ba…
|
D 53 3⁄5 | ||||||||
| 28709 |
MCPDischarge
Claim
Enables automated cross-department healthcare discharge coordination using MCP,…
|
D 53 3⁄4 | ||||||||
| 28710 |
An MCP server that provides access to Northwood Capital Partners' portfolio car…
|
D 53 3⁄4 | ||||||||
| 28711 |
MemLayer
Claim
Agent learning infrastructure that captures experience, surfaces what works, an…
|
D 53 3⁄4 | ||||||||
| 28712 |
A Model Context Protocol server that provides AI assistants like Claude with fu…
|
D 52 3⁄4 | ||||||||
| 28713 |
Keyless x402 crypto intel + pre-trade safety: signed SAFE/CAUTION/BLOCK, $0.02.…
|
D 52 3⁄5 | ||||||||
| 28714 |
Unified MCP gateway to Algeria TKAWEN ecosystem: commerce, certification and AI…
|
D 52 3⁄5 | ||||||||
| 28715 |
An MCP server that enables users to control a full Chrome browser running in a …
|
D 52 3⁄4 | ||||||||
| 28716 |
Provides real-time and historical exchange rate data for JPY against major curr…
|
D 52 3⁄4 | ||||||||
| 28717 |
Ava MCP Adapter
Claim
A REST bridge that exposes Ava Agent's AI capabilities as MCP tools, enabling i…
|
D 52 3⁄4 | ||||||||
| 28718 |
Eversince MCP Server
Claim
A creative agent that plans and executes across image, video, and audio. Uses 3…
|
D 52 3⁄4 | ||||||||
| 28719 |
mcp-server-aistor
Claim
Official MCP server for AIStor
|
D 52 3⁄4 | ||||||||
| 28720 |
MCP Calculator Server
Claim
A lightweight TypeScript-based MCP server that demonstrates how to build custom…
|
D 52 3⁄4 | ||||||||
| 28721 |
Search 13.7M+ USPTO trademarks. Clearance, phonetic matching, TTAB stats, analy…
|
D 52 3⁄5 | ||||||||
| 28722 |
Analyse your LinkedIn Ads performance. Compare to benchmarks and get optimisati…
|
D 52 3⁄4 | ||||||||
| 28723 |
An MCP server that enables full management of WikiJS instances, supporting oper…
|
D 52 3⁄4 | ||||||||
| 28724 |
Kurdish (Sorani & Kurmanji) text-to-speech & speech-to-text — 664 AI voices. AP…
|
D 52 3⁄5 | ||||||||
| 28725 |
French gluten-free product catalog and comparisons — verified prices and buyer …
|
D 52 3⁄5 | ||||||||
| 28726 |
An MCP server that connects to the Charles Schwab brokerage API to enable accou…
|
D 52 3⁄4 | ||||||||
| 28727 |
Enables integration with Figma through the Model Context Protocol, allowing use…
|
D 52 3⁄4 | ||||||||
| 28728 |
This MCP server provides a web-ready SSE bridge for Microsoft's Power BI Modeli…
|
D 52 3⁄4 | ||||||||
| 28729 |
An MCP server designed for remote Linux kernel cross-compilation over Tailscale…
|
D 52 3⁄4 | ||||||||
| 28730 |
Manage translation projects, phrases and locales with secure organization-scope…
|
D 52 2⁄5 | ||||||||
| 28731 |
QRcodly
Claim
Create, manage, and share QR codes and short URLs
|
D 52 4⁄5 | ||||||||
| 28732 |
An MCP server for FixPayment creditors that simplifies account management, stat…
|
D 52 3⁄4 | ||||||||
| 28733 |
A Model Context Protocol server that converts Solidity bytecode into functional…
|
D 52 3⁄4 | ||||||||
| 28734 |
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
|
D 52 3⁄4 | ||||||||
| 28735 |
Create and edit architecture diagrams from your AI agent; get an SVG and a live…
|
D 52 2⁄5 | ||||||||
| 28736 |
A Model Context Protocol server that connects AI assistants to MISP threat inte…
|
D 52 3⁄4 | ||||||||
| 28737 |
Build and host full-stack apps from a prompt, with agents that reach you on Wha…
|
D 52 3⁄5 | ||||||||
| 28738 |
An All-in-One Model Context Protocol Server Package that integrates 14 MCP serv…
|
D 52 3⁄4 | ||||||||
| 28739 |
A Model Context Protocol server that connects AI assistants to OpenCTI threat i…
|
D 52 3⁄4 | ||||||||
| 28740 |
AdWeave Meta Ads
Claim
Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insi…
|
D 52 3⁄4 | ||||||||
| 28741 |
MCP server for AI-assisted WordPress editing across 12 page builders. 172 tools…
|
D 52 3⁄4 | ||||||||
| 28742 |
Automates research workflows by collecting, summarizing, and categorizing AI te…
|
D 51 3⁄4 | ||||||||
| 28743 |
A FastMCP-based server designed for the banking and fintech domains, providing …
|
D 51 3⁄4 | ||||||||
| 28744 |
NHN Server MCP
Claim
Enables secure SSH access to servers through a gateway with Kerberos authentica…
|
D 51 3⁄4 | ||||||||
| 28745 |
An HTTP server that exposes Last.app's MCP as a remote endpoint for Claude Desk…
|
D 51 3⁄4 | ||||||||
| 28746 |
MCP server that provides container image vulnerability scanning and remediation…
|
D 51 3⁄4 | ||||||||
| 28747 |
MCP RAG Agent Server
Claim
This MCP server enables intelligent API testing automation by combining RAG kno…
|
D 51 3⁄4 | ||||||||
| 28748 |
An MCP server that connects LLMs to SQL databases for development assistance, e…
|
D 51 3⁄4 | ||||||||
| 28749 |
ones-wiki-mcp-server
Claim
A Spring AI MCP-based service for retrieving ONES Waiki content and converting …
|
D 51 3⁄4 | ||||||||
| 28750 |
A FastAPI-based server that enables executing SQL queries, managing database co…
|
D 51 3⁄4 | ||||||||