MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52201
TXRISK
txrisk-tools Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
81
52202
toreva
toreva Claim
Non-custodial execution primitives for Solana. Best-execution routing across Ju…
81
52203
squadhelp
Search, appraise, trademark-check, and buy premium brandable domain names.
52204
tcccanada
Enables deploying a remote MCP server on Cloudflare Workers with OAuth authenti…
N/A N/A
52205
ByteAsk
Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS refe…
52206
dlasky
Provides graph-based semantic memory storage and retrieval using vector embeddi…
81
52207
arcoventure
Arco Lexicon Claim
Canonical vocabulary server for autonomous business design. Exposes the Arco Le…
52208
lybang972314
agentbridge Claim
A unified gateway for AI agent tools that provides a single MCP stdio endpoint …
N/A N/A
52209
hurutta
A Model Context Protocol server that retrieves Bangla news headlines and allows…
52210
visusnet
Provides tools for interacting with the Coinbase Advanced Trading API, enabling…
52211
MCP-Mirror
Enables AI assistants to interact with Reddit by searching subreddits, retrievi…
81
52212
sjsone
SJS.Neos.MCP Claim
Core MCP server implementation for Neos CMS 9.x, enabling interaction with Neos…
52213
garoon
Official local MCP server for Garoon, enabling AI assistants to interact with t…
52214
crims0n
nwtools-mcp Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
52215
protae5544
websites Claim
N/A N/A 95
52216
bluestemso
Provides full access to the Coda API v1, enabling AI agents to interact with Co…
52217
x402node
x402-mcp Claim
Exposes 100+ x402-paid APIs to AI agents via auto-discovery from Coinbase Bazaa…
N/A N/A
52218
littlebearapps
outlook-mcp Claim
Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and sett…
N/A N/A 83
52219
wyre-technology
MCP server for Ironscales — phishing incident management, email classification,…
52220 N/A N/A 95
52221
cantiandotai
cantianai_1 Claim
N/A N/A 95
52222
benhaotang
Enables LLMs to manage MCP server configurations, including listing, enabling, …
N/A N/A
52223
rstierli
Enables AI assistants to interact with FortiAnalyzer for log analysis, reportin…
52224
SouravRoy-ETL
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
N/A N/A
52225
guimaster97
Extracts the content from any URL and returns it in clean, optimized Markdown f…
52226
Advocate-Cloud-Solutions
clio-mcp Claim
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
N/A N/A
52227
shipping-ship-it
AI-powered laytime, demurrage and despatch calculation for ship chartering. Sen…
52228
shenyuexin
AI-safe mobile device control via MCP: a policy-guarded, session-oriented mobil…
N/A N/A
52229
zw008
VMware-AVI Claim
VMware AVI Load Balancer (NSX ALB) management plus AKO Kubernetes integration. …
52230
invarium-ai
invarium Claim
81
52231
RomanShnurov
fathom-mcp Claim 1
A Model Context Protocol server that provides AI assistants with direct access …
81
52232
Zazzles2908
Provides unified development tools including code analysis, debugging, refactor…
81
52233
osntak
CareerMate Claim
CareerMate is an MCP-first, local-only career management tool that stores your …
N/A N/A
52234
cortezcristian
An implementation that enables AI assistants to interact with Kubecost cost man…
81
52235
cloudywu0410
This is a secure Python code execution server that enables LLMs to run Python c…
N/A N/A
52236
cdugo
DocsFetcher Claim
Fetch npm package documentation and present it for LLMs.
N/A N/A 95
52237
Gorav22
BlenderMCP Claim
Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
N/A N/A
52238
j03rul4nd
Generates professional invoices from Claude Desktop using RapidInvoice and stor…
52239
emily397
Provides AI agents with 6 tools for searching Hugging Face models, GitHub trend…
52240
malkreide
MCP server for Swiss federal geodata -- maps, elevation, geocoding, cadastral e…
52241
NOVA-3951
agents-md Claim
N/A N/A 95
52242
xiaobenyang-com
json-rpc Claim
Discover available methods on any JSON-RPC endpoint. Invoke methods with custom…
N/A N/A 95
52243
produckteavity
A Model Context Protocol (MCP) server that connects AI assistants to your TickT…
N/A N/A
52244
fastmcp-me
Enables AI assistants to interact with Magic-API development environment, suppo…
N/A N/A
52245
YobieBen
A specialized web crawler and scraper for the US Patent and Trademark Office (U…
N/A N/A
52246
khulnasoft-com
A centralized server that tracks and manages connected agents, providing a web …
81
52247
vzhigulin
nullary Claim
Negative results intelligence for drug discovery — query measured failures via …
52248
IMRRD
Headless Windows ops over MCP: hidden PowerShell + in-process SSH, WinRM & SFTP.
N/A N/A
52249
tylergibbs1
canvas-mcp Claim
Enables AI agents to interact with Canvas LMS via its REST API for reading cour…
52250
constripacity
Session checkpoint & recovery for Claude Code: resume, search, tag, and export …
N/A N/A 95
Showing 52201–52250 of 54421 servers