MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64401
Avivcha
pody-mcp Claim
Israeli podcast & content marketplace MCP — 7 tools: studios, podcasts, glossar…
64402
hardyjosh
AI agents can query, manage, and interact with Raindex onchain orderbook positi…
N/A N/A
64403
gaato
kbbi-mcp Claim
An MCP server for querying KBBI (Kamus Besar Bahasa Indonesia / KBBI Daring).
N/A N/A
64404
zhaiy
A local MCP server providing free network access capabilities including HTTP re…
N/A N/A
64405
Garage Doorman Claim 1
Garage Doorman, Grimsby ON residential garage door repair: business facts, site…
67
64406
lustre Claim 1
Premium Flutter UI components for AI coding agents. 46 widgets, 3 themes, light…
N/A N/A 81
64407
leejaew
Enables AI agents to search and retrieve information about KTO-certified medica…
64408
not-sure-w
MCP server for WHMCS — 73 tools, 10 resources, 8 prompts, simulate mode, rate l…
N/A N/A 83
64409
StefanMaron
Provides AI assistants with complete visibility into AL dependencies and symbol…
N/A N/A
64410
jashwanth0712
An MCP server that gives Claude Code and Cursor the ability to generate and edi…
64411
parajuliminiyan
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
N/A N/A
64412
mona
ultrahuman Claim
Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
N/A N/A 95
64413
Amalgix-io
Amalgix Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
64414
sandraschi
FreeCAD MCP Claim
Enables AI agents to perform CAD operations through FreeCAD, including part con…
N/A N/A
64415
hiroshic9-png
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
N/A N/A
64416
Sarakael78
MCP Memory Claim
Enables AI assistants to remember and retrieve user information across conversa…
81
64417
lazymac2x
Cloudflare Workers MCP server: ai-provider-status
64418
patrickfreyer
Enables LLMs to directly query and interact with Snowflake databases, supportin…
64419
polud
Deterministic Canadian CCPC rate stack: small business deduction and grinds, Pa…
64420
rongcloud
Enables AI assistants to manage RongCloud instant messaging services, including…
64421
thehzuo
web-gui-mcp Claim
A Python MCP server that allows your agent to outsource HTML generation and ren…
N/A N/A
64422
avilashsaha035
An MCP server that reads any codebase (GitHub repo or local folder) and explain…
N/A N/A
64423
Avierovich
OpenPitch Claim
Open, sourced, confidence-scored intelligence on AI startups - a free PitchBook…
N/A N/A
64424
guptaprakhariitr
Enables access to Indian regulatory data including SEBI orders, RBI circulars, …
64425
radeksh
shodan-mcp Claim
Enables searching Shodan for devices and services, and looking up host details,…
64426
microlinkhq
Microlink Claim
It turns natural-language requests into Microlink calls: take screenshots, gene…
64427
ozp
yfinance Claim
A Model Context Protocol (MCP) server that provides comprehensive access to Yah…
64428
Semondora
A foundation for building interactive applications using the Model Context Prot…
N/A N/A 95
64429
jmvigueras
MCP server for managing Fortinet FortiCNAPP via AI agents, enabling vulnerabili…
64430
Nayab-zak
MCP server providing PostgreSQL and Vertica database access with tools for quer…
N/A N/A
64431
j-256
Safety-first MCP server for Discord with privacy-safe reads, audits, and review…
N/A N/A
64432
bioanywhere
Enables AI applications to interact with the Base Network and Coinbase API for …
81
64433
chrischall
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
N/A N/A
64434
savantcat
生成式AI备案、AI生成内容标识、深度合成、算法备案:条文级问答 + 应办事项清单(中文)
64435
hn-mcp-server Claim 1
Model Context Protocol server for HackerNews API access.
N/A N/A 81
64436
arb-ec
Enables comprehensive management of Storyblok CMS through natural language inte…
81
64437
aialchemylabs
A Model Context Protocol server that enables AI assistants to interact with Not…
N/A N/A 95
64438
ddtlxc001
aspen-mcp Claim
Enables natural language control of Aspen Plus for chemical process simulation,…
N/A N/A
64439
cyanheads
Resolve airport codes (IATA/ICAO/GPS/local), search airports, find the nearest …
64440
hvkshetry
MCP server for Wave accounting that provides tools for managing chart of accoun…
64441
ARXNDEV
MCP server for Apple container to manage, build, inspect, and diagnose Linux co…
N/A N/A
64442 N/A N/A 95
64443
vibesecurity
VS2908 Claim
N/A N/A 95
64444
htmambo
Astron MCP Claim
An MCP server that wraps multiple vendors' Coding Plan services (iFlytek Spark,…
N/A N/A
64445
dekdee
A Model Context Protocol (MCP) server for developer note-taking, allowing users…
N/A N/A
64446
Morphicai
harness-fe Claim
A source-aware MCP server that connects AI agents to browser and server runtime…
64447
MongLong0214
Local MCP server for stateful, fail-closed Logic Pro control and live project r…
N/A N/A
64448
arcadeai-labs
Librarian Claim
Provides AI agents with persistent knowledge storage, enabling them to store, s…
64449
wyre-technology
MCP server for Kaseya SaaS Alerts, providing tools to query security events, ma…
64450
nextauralabs
shelter Claim
AI financial coaching powered by real bank data — cash flow, alerts, and savings
N/A N/A 83
Showing 64401–64450 of 67291 servers