MCP Server Quality Scores

Independent quality analysis of 60196 public MCP servers

60196
Discovered
29919
Scored
2112
Verified
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60001
cisco-open
AI-native MCP server to design and manage Cisco network diagrams (L1/L2/L3, PPT…
N/A N/A
60002
hyang0129
pyscope-mcp Claim
MCP server that exposes Python function- and module-level call graphs for agent…
N/A N/A
60003
TushaeBXN
engram Claim
Provides persistent, local-first AI memory across sessions via MCP tools for st…
N/A N/A
60004
thomkozik
Downloads YouTube audio and transcribes it locally using faster-whisper, saving…
N/A N/A
60005
Nishant-Chaudhary5338
9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScri…
N/A N/A
60006
zanewebb
Turns natural-language requests into printable Gridfinity STL/STEP files for bi…
N/A N/A
60007
VladMontana
docubridge Claim
Provides AI assistants with direct access to local Markdown documentation libra…
N/A N/A
60008
softagram
Gives AI agents instant access to software architecture, dependencies, and impa…
60009
silverze
nutstore-mcp Claim
MCP server for Nutstore cloud storage, enabling AI assistants to manage files v…
N/A N/A
60010
toro-guapo
Trestle Claim
Detects leaked secrets (API keys, tokens, private keys) in source code.
N/A N/A
60011
VZilvinskus
Enables Claude to monitor CPU, memory, disk, processes, network connections, Do…
N/A N/A
60012
OTSkit
otskit-mcp Claim
Stamp, upgrade, and verify Bitcoin timestamps via AI agents. No API keys requir…
N/A N/A
60013
darioandyoshi-tech
Settlement rails for AI labor — USDC escrow on Base Mainnet, 1% protocol fee, d…
60014
Tomiwa-31
FinScreen Claim
Loan officer assistant that uses Claude AI and Plaid banking API to assess loan…
60015
den-indance
Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shop…
N/A N/A
60016
SmongsDev
My-Obscura-mcp
N/A N/A
60017
D4D25A
PyPen MCP Claim
Enables LLM-powered browser automation and security testing with features like …
N/A N/A
60018
lazymac2x
agent-memory Claim
Cloudflare Workers MCP server: agent-memory
60019
ahmedselimmansor-ctrl
A Model Context Protocol server for managing Oracle Cloud Infrastructure servic…
N/A N/A
60020
paidsync
PaidSync Claim 1
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
N/A N/A 95
60021
hasna
Project management CLI + MCP server for AI agents. Register projects once, open…
N/A N/A
60022
JXUE0
Professional MCP server for video editing automation with OpenCut.
N/A N/A
60023
jackdark425
A financial data MCP server providing stock, fund, macroeconomic, and news quer…
60024
kinthaiofficial
Exposes DeerFlow's multi-agent capabilities (deep research, data analysis, char…
60025
sandraschi
MCP gateway to World Labs Marble + Spark 2.0 for generating navigable 3D worlds…
60026
gopalcnepal
Enables to interact with WordPress sites through the WordPress REST API, fetchi…
60027
mailwarm
mailx-tools Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
81
60028
verifiedhumancert
Enables querying the Verified Human Cert registry to verify human-made music ce…
60029
kira4094
Enables image understanding using Doubao vision models via MCP, supporting loca…
60030
lm203688
AIShield Claim
Scans MCP servers and AI tools for security risks, providing 4-dimensional scor…
60031
axivo
Enables visual web access and browser automation through Safari, with tools for…
N/A N/A
60032
goldplatinum11-jpg
agentctx Claim
Enables MCP-capable agents to retrieve live, task-scoped context from a curated…
N/A N/A
60033
cmungall
noctua Claim
N/A N/A 95
60034
KalshuCodes
DevRev MCP Claim
An unofficial MCP server for DevRev integration, enabling AI assistants to sear…
60035
supersaiyane
AmplifyrMCP Claim
AmplifyrMCP is an MCP server that enables Claude Desktop to manage LinkedIn, Me…
N/A N/A
60036
DiegoTurpo
Provides 10 tools over the CKAN API to audit and analyze Peruvian public spendi…
N/A N/A
60037
bikky-dev
bikky Claim
Provides persistent memory for AI coding agents via MCP, enabling teams to shar…
60038
erik-7clt
text Agentic local business intelligence for Florida — 983 ZIPs, OSM POI layer,…
60039
iduryodhanrao
Provides tools to read PDFs, extract images, convert between PDF and DOCX, crea…
N/A N/A
60040
gitByEOS
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
60041
TheMrGU
passoff Claim
Enables handoff of context between AI coding agents like Claude Code, Cursor, C…
N/A N/A
60042
zekebuilds-lab
captcha-mcp Claim
L402 Lightning paywall + Hashcash proof-of-work gate for MCP tool calls. Free t…
N/A N/A
60043
hello-w2hl
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
81
60044
brcarry
An MCP server that retrieves relevant code snippets and documents to assist in …
60045
yhwancha
Provides location information from coordinates or IP addresses using IPInfo.io,…
60046
AIWerk
ClawHub.ai skill catalog: search, browse, inspect, and download skills (token u…
N/A N/A
60047
Auxin-io
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
81
60048
Quegenx
Enables comprehensive WhatsApp integration through WaPulse API, supporting mess…
95
60049
yasg1988
MCP server to control Yandex Station speakers with Alice: manage music, radio, …
60050
Wolfe-Jam
WJTTC Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
N/A N/A 95
Showing 60001–60050 of 60196 servers