MCP Server Quality Scores

Independent quality analysis of 43656 public MCP servers

43656
Discovered
29481
Scored
2111
Verified
16952
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34301
warpfreight
Book real LTL/FTL/van/box-truck freight through the Warp network. 20 tools, in-…
34302
teatak
An MCP server that runs in the browser, letting web pages register custom tools…
N/A N/A
34303
universal-mcp
Provides a standardized interface to interact with Serpapi's search engine resu…
34304
ebrandler
McPortfolio Claim
Enables LLM-driven portfolio optimization using natural language, providing too…
N/A N/A
34305
AIFAIS
Headless document processing for AI agents. Invoice extraction, contract analys…
N/A N/A 95
34306
yeshello-app
YesHello Claim
Digital business cards, lead capture forms, and service listings - built and ma…
34307
jiweiqi
Provides smart URL navigation to ANSYS Fluent documentation, enabling AI assist…
N/A N/A
34308
Ar5en1c
MCP server that cuts cloud LLM costs 36-42% by indexing context locally and giv…
N/A N/A
34309
norm613
MCP server for accessing the eSpace facilities management API, enabling work or…
N/A N/A
34310
Tanguito86
Modular testing and automation MCP servers for Android devices, desktop browser…
N/A N/A
34311
yimu0824
MCP bridge server for SolidWorks that enables AI assistants to control SolidWor…
N/A N/A
34312 N/A N/A 95
34313
kazuph
Obsidian vault connector for Claude Desktop - enables reading and writing Markd…
N/A N/A 95
34314 N/A N/A 95
34315
irahulstomar
brain-mcp Claim
A private, local AI second brain for Markdown notes, providing hybrid search an…
N/A N/A
34316
clauxel
A paid remote MCP for ZeroLang, built to return verdicts, receipts, usage logs,…
34317
BrandKity
Enables AI agents to create, manage, and publish brand kits with colors, typogr…
N/A N/A
34318
Vektor-Memory
Via Claim
Enables routing context and execution across AI tools like Claude, Cursor, Wind…
N/A N/A
34319
inngest
A Model Context Protocol server that provides AI coding agents with access to u…
N/A N/A 95
34320
shahrear33
mcp-oauth Claim
FastMCP server with Bearer token authentication mounted on FastAPI, including O…
34321
anthonyd23
Enterprise-grade MCP server providing 102 production-ready tools for Jira, Conf…
34322
Boti-Ormandi
archicad-mcp Claim
MCP server for Archicad automation, enabling AI assistants to run Python script…
N/A N/A
34323
MCP server for Nginx Proxy Manager with full API coverage (43 tools)
N/A N/A 81
34324
Piotr1215
Enables AI assistants to query, validate, and create vCluster YAML configuratio…
34325
universal-mcp
Provides a standardized interface for interacting with Semrush's tools and serv…
34326
lethanhbinh3920
personal Claim
N/A N/A 95
34327
sint-ai
An MCP server using Hono and Streamable HTTP, deployable to Cloudflare Workers,…
34328
bioanywhere
Enables AI applications to interact with the Base Network and Coinbase API for …
81
34329
KratosUAE
Enables AI assistants to monitor, analyze, and configure OWASP ModSecurity CRS …
N/A N/A
34330 N/A N/A 95
34331
LokiMCPUniverse
Enables interaction with UiPath Orchestrator Cloud API to manage processes, rob…
34332
pawbhard
Enables MCP servers and clients to communicate over gRPC using FastMCP, support…
34333
notgate
dnSpy-MCP Claim
A Model Context Protocol server for static .NET assembly analysis, offering dec…
N/A N/A
34334
ahmetem
pbs-mcp Claim
MCP server for Proxmox Backup Server. Exposes datastore status, snapshot invent…
34335
Purv123
A specialized monitoring solution that enables users to create and manage synth…
N/A N/A 95
34336
longbiao7498
remote-mcp Claim
A local MCP server that proxies file and shell tools (Read, Write, Edit, Bash, …
N/A N/A
34337
praveendhra
Enables AI assistants to perform DevOps tasks including Kubernetes management, …
34338
8899you
claude Claim
N/A N/A 95
34339
souravpn
whoop-mcp Claim
A Model Context Protocol (MCP) server that gives Claude access to your WHOOP bi…
N/A N/A
34340
g-digital-by-Garrigues
gocertius Claim
GoCertius MCP — certified evidence, dossiers, notifications and chats from EAD …
N/A N/A
34341
spajjuri.pro
vsfclubnew5 Claim
N/A N/A 95
34342
KyaniteLabs
mcp-video Claim
Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools.
N/A N/A
34343
SuxyEE
This MCP server enables AI assistants to interact with a BT Panel server throug…
34344
ericchansen
mcp-tester Claim
Instrumented MCP server for testing client conformance to list_changed notifica…
N/A N/A
34345
saya6k
mcp-chzzk Claim
Enables querying the Chzzk live-streaming platform for channels, live broadcast…
34346
zral
Provides weather forecast tools via the Model Context Protocol, enabling users …
34347
shibingli
MCP ToolKit Claim
A comprehensive MCP tools collection providing filesystem operations, command e…
34348
xiaobenyang-com
public_promo Claim
N/A N/A 95
34349
Gwyn-Ahchoo
A TypeScript MCP server boilerplate providing example tools and resources for r…
N/A N/A
34350
AiAgentKarl
Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
Showing 34301–34350 of 43656 servers
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