MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47251 |
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
|
— | ||||||||
| 47252 |
Call For Me
Claim
Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…
|
— | ||||||||
| 47253 |
AynOps
Claim
AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabi…
|
— | ||||||||
| 47254 |
Task Planner MCP Server
Claim
Enables AI assistants to create, manage, and break down tasks into subtasks wit…
|
— | ||||||||
| 47255 |
preflight
Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
|
— | ||||||||
| 47256 |
Safie API MCP Server
Claim
Enables to retrieve device information, images, media, location, thumbnails, an…
|
— | ||||||||
| 47257 |
EU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + I…
|
— | ||||||||
| 47258 |
ragalgo-mcp
Claim
Deliver scored market context for Korean stocks and crypto to drive confident d…
|
— | ||||||||
| 47259 |
ActTrace
Claim
MCP server for EU AI Act compliance, providing risk classification of AI featur…
|
— | ||||||||
| 47260 |
deplo.sh
Claim
Deploy static sites, files, and JSON APIs instantly from any AI agent. No confi…
|
— | ||||||||
| 47261 |
ChainWeaver
Claim
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between s…
|
— | ||||||||
| 47262 | — | |||||||||
| 47263 |
FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pat…
|
— | ||||||||
| 47264 |
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
|
— | ||||||||
| 47265 |
Twitch-Streamer-Server
Claim
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
|
— | ||||||||
| 47266 |
ShotAPI
Claim
Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, re…
|
— | ||||||||
| 47267 |
Search Google Books and Open Library for book metadata, covers, and publication…
|
— | ||||||||
| 47268 |
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
|
— | ||||||||
| 47269 |
Occam
Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
|
— | ||||||||
| 47270 |
Meilisearch API Server
Claim
Provide AI models with seamless access to Meilisearch's powerful search and ind…
|
— | ||||||||
| 47271 |
LINZA
Claim
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised …
|
— | ||||||||
| 47272 |
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback bil…
|
— | ||||||||
| 47273 |
agoradigest-mcp
Claim
MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, …
|
— | ||||||||
| 47274 |
testing
Claim
|
— | ||||||||
| 47275 |
Agents Council
Claim
The simplest way to bridge and collaborate across AI Agent sessions like Claude…
|
— | ||||||||
| 47276 |
metabase-server
Claim
Enables AI assistants to interact with Metabase by providing access to dashboar…
|
— | ||||||||
| 47277 |
VisualQ MCP Server
Claim
Enables running visual regression tests, polling results, and reading structure…
|
— | ||||||||
| 47278 |
An MCP server utilizing Supabase to provide memory and knowledge graph storage,…
|
— | ||||||||
| 47279 |
AI-driven MCP server for Sitecore XM Cloud authoring, enabling template creatio…
|
— | ||||||||
| 47280 |
else_when
Claim
|
— | ||||||||
| 47281 |
mongodb3-mcp-server
Claim
A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and …
|
— | ||||||||
| 47282 |
Cold Mail Marketing
Claim
AI-powered cold email campaign management through Model Context Protocol (MCP).
|
— | ||||||||
| 47283 |
Enables WordPress content management through the Model Context Protocol, allowi…
|
— | ||||||||
| 47284 |
meok-governance-smithery
Claim
MEOK Governance Engine - 62 AI governance tools. EU AI Act + NIST + ISO 42001 +…
|
— | ||||||||
| 47285 |
Enables LLMs to interact with small business data systems through tools for doc…
|
— | ||||||||
| 47286 |
openEHR MCP Server
Claim
Enables MCP clients like Claude Desktop to interact with openEHR REST APIs (EHR…
|
— | ||||||||
| 47287 |
appium-mcp
Claim
Professional mobile test automation framework with AI-powered test generation, …
|
— | ||||||||
| 47288 |
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
|
— | ||||||||
| 47289 |
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
|
— | ||||||||
| 47290 |
groupdocs-comparison-mcp
Claim
MCP server for GroupDocs.Comparison — compare documents and inspect source info…
|
— | ||||||||
| 47291 |
serverclaude
Claim
|
— | ||||||||
| 47292 |
Read and verify Content Credentials (C2PA) from images and media using the c2pa…
|
— | ||||||||
| 47293 |
API Locker
Claim
Encrypted credential vault with a 21-tool MCP server. Store and manage LLM API …
|
— | ||||||||
| 47294 |
EV-recall transport compliance — ADR Class 9 (UN3480/3481/3536/3556/3557/3558),…
|
— | ||||||||
| 47295 |
optometry-patient-mcp
Claim
FHIR-based patient records for domiciliary opticians
|
— | ||||||||
| 47296 |
neuronwriter-mcp
Claim
|
— | ||||||||
| 47297 |
survey-builder-ai-mcp
Claim
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
|
— | ||||||||
| 47298 |
Servonaut
Claim
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, sa…
|
— | ||||||||
| 47299 |
28 tools that make AI write, implement, and verify structured intent — so hallu…
|
— | ||||||||
| 47300 |
saft-mcp
Claim
An MCP server that enables AI assistants to parse, validate, and analyze Portug…
|
— | ||||||||