MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42251
KratosUAE
Enables AI assistants to monitor, analyze, and configure OWASP ModSecurity CRS …
N/A N/A
42252 N/A N/A 95
42253
LokiMCPUniverse
Enables interaction with UiPath Orchestrator Cloud API to manage processes, rob…
42254
pawbhard
Enables MCP servers and clients to communicate over gRPC using FastMCP, support…
42255
nico4348
A dual-protocol MCP server that supports both modern Streamable HTTP and legacy…
N/A N/A 95
42256
ejmockler
Multi-perspective code analysis using Claude Code, Codex, and Antigravity CLI a…
N/A N/A
42257
ahmetem
pbs-mcp Claim
MCP server for Proxmox Backup Server. Exposes datastore status, snapshot invent…
42258
longbiao7498
remote-mcp Claim
A local MCP server that proxies file and shell tools (Read, Write, Edit, Bash, …
N/A N/A
42259
DeDuckProject
Estimates physical quantum resources (qubit count, runtime) for quantum algorit…
42260
8899you
claude Claim
N/A N/A 95
42261
praveendhra
Enables AI assistants to perform DevOps tasks including Kubernetes management, …
42262
souravpn
whoop-mcp Claim
A Model Context Protocol (MCP) server that gives Claude access to your WHOOP bi…
N/A N/A
42263
arunveersingh
MCP server that gives AI agents deep code understanding across multiple git rep…
N/A N/A
42264
KyaniteLabs
mcp-video Claim
Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools.
N/A N/A
42265
sF1nX
x402station Claim
Preflight by [x402station.io](https://x402station.io) — infrastructure for x402…
42266
SuxyEE
This MCP server enables AI assistants to interact with a BT Panel server throug…
42267
ericchansen
mcp-tester Claim
Instrumented MCP server for testing client conformance to list_changed notifica…
N/A N/A
42268
zral
Provides weather forecast tools via the Model Context Protocol, enabling users …
42269
jshph
Enzyme Claim
Semantic search and pattern discovery for Obsidian and markdown vaults.
N/A N/A 95
42270
saya6k
mcp-chzzk Claim
Enables querying the Chzzk live-streaming platform for channels, live broadcast…
42271
shibingli
MCP ToolKit Claim
A comprehensive MCP tools collection providing filesystem operations, command e…
42272
xiaobenyang-com
public_promo Claim
N/A N/A 95
42273
Gwyn-Ahchoo
A TypeScript MCP server boilerplate providing example tools and resources for r…
N/A N/A
42274
rtx1025189518-source
Enables AI assistants to control Adobe After Effects through the MCP protocol, …
N/A N/A
42275
nishant
test1 Claim
N/A N/A 95
42276
D4D25A
PyPen MCP Claim
Enables LLM-powered browser automation and security testing with features like …
N/A N/A
42277
johanvd75-byte
Read-only MCP server for The Cracks Index: ranks countries and regions on socia…
42278
ScrumDoLLC
scrumdo-mcp Claim
Connects MCP-compatible AI tools to ScrumDo boards, enabling card, task, commen…
42279
AiAgentKarl
Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
42280
cakemail
An MCP server that provides AI agents with direct access to authoritative Cakem…
42281
khesayed
Enables intelligent ecommerce tools for agents and applications, including prod…
42282
zueai
webdev-mcp Claim 1
An MCP server that provides web development tools including taking screenshots …
N/A N/A 95
42283
ontolocy
Augments an LLM with Ontolocy cyber graph capabilities, enabling natural langua…
N/A N/A
42284
barrymister
Provides AI assistants with structured access to metadata for 76+ AI models acr…
42285
universal-mcp
Enables interaction with Hashnode's tools and services through a unified API us…
42286
New1Direction
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions…
N/A N/A
42287
solatis
An MCP server that provides a flexible lens into directory structures and files…
N/A N/A
42288
gabrielfilipe7unb
hw3-nanda Claim
N/A N/A 95
42289
jmtrs
or-info Claim
Enables AI agents to query OpenRouter model information including prices, ELO r…
42290
fsans
MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
42291
alanse-inc
Enables AI agents to interact with tasks, spaces, lists, and folders across mul…
42292
choudhary-github
Test prompts by instantly reflecting your message back. Validate formatting and…
N/A N/A 95
42293
forloopcodes
contextplus Claim
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server de…
N/A N/A
42294
garoon
Official local MCP server for Garoon, enabling AI assistants to interact with t…
42295
Vedv7
Provides architectural memory for AI coding agents, enabling reuse of existing …
N/A N/A
42296
imleokkkk
Multiply numbers quickly and accurately within your workflows. Automate repetit…
N/A N/A 95
42297
0GiS0
mcp-apps Claim
Enables interacting with YouTube Data API v3 through MCP tools (get-video, get-…
42298
makomori
A CLI tool that registers OpenAPI GET endpoints as MCP tools, enabling API requ…
42299
Seey215
github-mcp Claim
Enables AI assistants to directly operate GitHub repositories, such as listing …
42300
abda11ah
our Claim
N/A N/A 95
Showing 42251–42300 of 43430 servers
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