MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29595
Scored
2112
Verified
16952
Complete

Last updated 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47251
jnilrac
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
47252
kimjin8
Call For Me Claim
Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…
47253
AynOps
AynOps Claim
AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabi…
N/A N/A
47254
CaptainCrouton89
Enables AI assistants to create, manage, and break down tasks into subtasks wit…
N/A N/A
47255
evan-follis-u0ll
preflight Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
81
47256
SafiePublic
Enables to retrieve device information, images, media, location, thumbnails, an…
47257
CSOAI-ORG
EU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + I…
N/A N/A 81
47258
ragalgo
ragalgo-mcp Claim
Deliver scored market context for Korean stocks and crypto to drive confident d…
N/A N/A 95
47259
goww7
ActTrace Claim
MCP server for EU AI Act compliance, providing risk classification of AI featur…
N/A N/A
47260
deplo
deplo.sh Claim
Deploy static sites, files, and JSON APIs instantly from any AI agent. No confi…
81
47261
dgenio
ChainWeaver Claim
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between s…
N/A N/A
47262 N/A N/A 95
47263
CSOAI-ORG
fda-samd-mcp Claim 1
FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pat…
N/A N/A 81
47264
claudetest Claim 1
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
N/A N/A 69
47265
Eclipse-XV
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
N/A N/A 95
47266
smallhandsome
ShotAPI Claim
Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, re…
47267
Book Metadata Claim 1
Search Google Books and Open Library for book metadata, covers, and publication…
N/A N/A 81
47268
SocialAPI-AI
socialapi Claim 1
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
N/A N/A 83
47269
caliper
Occam Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
81
47270
falcosan
Provide AI models with seamless access to Meilisearch's powerful search and ind…
N/A N/A 95
47271
Semiotronika
LINZA Claim
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised …
N/A N/A
47272
CSOAI-ORG
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback bil…
81
47273
agoradigest
MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, …
47274
dave
testing Claim
N/A N/A 95
47275
MrLesk
The simplest way to bridge and collaborate across AI Agent sessions like Claude…
N/A N/A
47276
yespark
Enables AI assistants to interact with Metabase by providing access to dashboar…
81
47277
abecms
Enables running visual regression tests, polling results, and reading structure…
47278
gtrusler
An MCP server utilizing Supabase to provide memory and knowledge graph storage,…
N/A N/A 95
47279
JagadeeshMaroju
AI-driven MCP server for Sitecore XM Cloud authoring, enabling template creatio…
47280
the-meta-value
else_when Claim
N/A N/A 95
47281
chenfukun
A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and …
47282
mailgo
AI-powered cold email campaign management through Model Context Protocol (MCP).
81
47283
galatanovidiu
Enables WordPress content management through the Model Context Protocol, allowi…
47284
CSOAI-ORG
MEOK Governance Engine - 62 AI governance tools. EU AI Act + NIST + ISO 42001 +…
N/A N/A
47285
Joe-Spencer
Enables LLMs to interact with small business data systems through tools for doc…
N/A N/A
47286
deak-ai
Enables MCP clients like Claude Desktop to interact with openEHR REST APIs (EHR…
47287
youcanautomate-yca
appium-mcp Claim
Professional mobile test automation framework with AI-powered test generation, …
N/A N/A
47288
mcp-developers Claim 1
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
N/A N/A 69
47289
VictoriaMetrics-Community
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
N/A N/A 83
47290
groupdocs-comparison
MCP server for GroupDocs.Comparison — compare documents and inspect source info…
N/A N/A
47291
merciless-artist
serverclaude Claim
N/A N/A 95
47292
Read and verify Content Credentials (C2PA) from images and media using the c2pa…
N/A N/A 81
47293
asancivieri
API Locker Claim
Encrypted credential vault with a 21-tool MCP server. Store and manage LLM API …
81
47294
CSOAI-ORG
EV-recall transport compliance — ADR Class 9 (UN3480/3481/3536/3556/3557/3558),…
N/A N/A
47295
CSOAI-ORG
FHIR-based patient records for domiciliary opticians
N/A N/A
47296 N/A N/A 95
47297
CSOAI-ORG
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
N/A N/A
47298
zb-ss
Servonaut Claim
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, sa…
N/A N/A
47299
leocelis
28 tools that make AI write, implement, and verify structured intent — so hallu…
47300
Bloomidea
saft-mcp Claim
An MCP server that enables AI assistants to parse, validate, and analyze Portug…
N/A N/A
Showing 47251–47300 of 47403 servers