MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30701
anusha5191
Access U.S. National Weather Service alerts, forecasts, observations, radar, an…
F 30 35 10 0 81
30702
mikesol
autodock Claim
Launch and manage on-demand cloud development environments with preserved stora…
F 30 35 10 0 81
30703
smithery-ai
Flash Claim
Run a task with a background agent in a sandboxed container. The agent can read…
F 30 35 10 0 81
30704
ComposioHQ
rube Claim
Connect your AI to 500+ apps like Gmail, Slack, GitHub, and Notion with streama…
F 30 35 10 0 81
30705
ubiq
Manage projects, databases, and Edge Functions across your Supabase organizatio…
F 30 35 10 0 81
30706
nikhilgogulwar
Cloud workbench — Python, bash, web search, Supabase, WordPress, GitHub and LLM…
F 30 35 10 0 81
30707
openclaw-ai
MoltBook Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
F 30 35 10 0 81
30708
trayders
trayd Claim
Connect your Robinhood account to view your portfolio, latest quotes, and posit…
F 30 35 10 0 81
30709
hiveagentiq
HiveAgent Claim
HiveAgent is the only MCP server built for the agentic economy — 1,000+ tools a…
F 30 35 10 0 81
30710
ybouane
Create videos from text prompts and optional reference images. Track progress a…
F 30 35 10 0 81
30711
waldzellai
[FINAL UPDATE] future updates will be rolled out to Thoughtbox --> https://smi…
F 30 35 10 0 81
30712
ciprianpater
# NWO Robotics MCP Server Control real robots, IoT devices, and autonomous age…
F 30 35 10 0 81
30713
dp-pcs
An MCP server that analyzes Trilogy AI Center of Excellence Substack publicatio…
F 29 34 3 4 81
30714
CrawlConsole Claim 1
Backlink Analysis MCP for AI Agents: authority, referring domains, and competit…
F 29 35 10 0 76
30715
Kaduno-systems
pullpush-mcp Claim 1
Connect any two APIs and keep them in sync — 48 MCP tools with shadow previews …
F 28 25 0 55
30716
Generate game-ready 3D models, textures, and audio from natural language, over …
F 28 25 0 55
30717
Picsha AI Claim 1
AI-native digital asset management: semantic search, generative image edits, an…
F 28 25 0 55
30718
adwhiz Claim 1
Read-only MCP access to your DEXUN AdWhiz account: ad accounts, AI recommendati…
F 28 25 0 55
30719
mcp Claim 1
Checkouts that sell: order bumps, one-click upsells, and email follow-up on you…
F 28 25 0 55
30720
Enrich first-party lists with live intent, activity, and inbox signals for mark…
F 28 25 0 55
30721
FreelanceOS Claim 1
Freelance business manager — clients, proposals, invoices, time tracking, scope…
F 28 25 0 55
30722
VerifyRef Claim 1
AI agent recruiting: talent pool match, reference checks, credit packs via Stri…
F 28 25 0 55
30723
naming-signal Claim 1
Evidence-first naming: briefs, sprints, exact domain checks, finalist research.…
F 28 25 0 55
30724
asmaaziry19
priceapi_mcp Claim
F 27 35 0 0 81
30725
jolt-systems
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
F 27 35 0 0 81
30726
spajjuri.pro
vsfclubnew6 Claim
F 27 35 0 0 81
30727
webforj.io
webforj-mcp Claim
The official Model Context Protocol server for webforJ - providing AI assistant…
F 27 35 0 0 81
30728
helix-song
# CoinEx MCP Server A Model Context Protocol (MCP) server that enables AI agen…
F 27 35 0 0 81
30729
Monitor websites, APIs and services with 44 tools across 22 protocols
F 27 25 0 53
30730
alright-alright
Persis Claim
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive b…
F 27 35 0 0 81
30731
thomwseo
Score MCP tool definitions 0-100. Checks names, schemas, annotations, and uniqu…
F 27 35 0 0 81
30732
bundie
Bundie Claim
AI-powered DeFi yield routing. 13 tools + 5 prompts for yield discovery, risk a…
F 27 35 0 0 81
30733
sirarchiemccarthy-oss
Deploy full-stack web apps with database, file storage, auth, and RBAC via a si…
F 27 35 0 0 81
30734
elevation-ai
Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUS…
F 27 35 0 0 81
30735
kitxor
Registry of Python AI/ML libraries: correct imports, quickstart code, and known…
F 27 35 0 0 81
30736
tbrajkovic
Search real estate auction properties across Europe with filtering by country, …
F 27 35 0 0 81
30737
santiago.blanco.vilchez
Authenticate and provision new tenants with initial document templates. Add and…
F 27 35 0 0 81
30738
Centrify-Internal
MCP server for the HubSpot Integrations Center HubDB: search and retrieve integ…
F 27 35 0 0 81
30739
mudrex
MCP server for Mudrex futures trading enabling AI agents to securely access dat…
F 27 35 0 0 81
30740
INSIDE-HAIR
Manage and automate your Google Meet workflows with enterprise-grade tools for …
F 27 35 0 0 81
30741
shivaltailor
intelligence Claim
Bitcoin and YouTube video intelligence for AI agents. Pay-per-call via x402 USD…
F 27 35 0 0 81
30742
Smartling
Smartling MCP Server
F 27 35 0 0 81
30743
gstack-ds
SpendNod Claim
AI agent spending controls. Set limits, blocklists, and caps. Approve transacti…
F 27 35 0 0 81
30744
aoki-h-jp
api Claim
Purpose-aware accessibility scoring for every coordinate in Japan.
F 27 35 0 0 81
30745
RobotFleet-HQ
Multi-agent MCP platform for data centers and critical power.
F 27 35 0 0 81
30746
TheNightProject
MailJunky Claim
Send emails, track events, and manage contacts with MailJunky.
F 27 35 0 0 81
30747
Smart-link-t
is-real-biz Claim
Verify business legitimacy by domain or name in <2s. Trust score, verdict, evid…
F 27 35 0 0 81
30748
quadratik-ai
Quadratik Claim
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and …
F 27 35 0 0 81
30749 F 27 35 0 0 81
30750
Bankee-ai
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversio…
F 27 35 0 0 81
Showing 30701–30750 of 66549 servers
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