MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34016
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31051
leadsmarts Claim 1
Qualify B2B leads: live-web research, Hot/Warm/Cold verdicts with evidence, and…
F 34 2⁄5 ◔ — — 0 — 67 —
31052
Connect AI clients to Seller Assistant workflows for Amazon wholesale operation…
F 34 2⁄5 ◔ — — 0 — 67 —
31053
twelfth-ai
Twelfth Claim 1
Read Twelfth workspace products, sales, inventory, suppliers, pricing, projects…
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31054
Codequiry Claim 1
Source code plagiarism, peer similarity, and AI-generated-code detection for AI…
F 34 2⁄5 ◔ — — 0 — 67 —
31055
Prose Coach Claim 1
Deterministic writing filter. Marks 43 AI patterns with the line and the fix.
F 34 2⁄5 ◔ — — 0 — 67 —
31056
FigurePages Claim 1
Publish self-contained HTML/SVG pages to private, shareable URLs and control wh…
F 34 2⁄5 ◔ — — 0 — 67 —
31057
serkan-ozal
An MCP Server enables AI assistants to autonomously test, debug, and validate w…
F 34 2⁄5 ◔ ⏳ — N/A 0 — 69 —
31058
AI
AI workflow/MCP implementation package planner.
F 34 2⁄5 ◔ — — 0 — 67 —
31059
AlgoVesta
Trade 16 crypto exchanges + MetaTrader 5 from your AI assistant via one MCP con…
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31060
bitledger.app Claim 1
Crypto tax ledger for Switzerland, Germany and Austria: review, tax figures, so…
F 34 2⁄5 ◔ — — 0 — 67 —
31061
iOS App Store chart rankings, app details, reviews, keywords and revenue estima…
F 34 2⁄5 ◔ — — 0 — 67 —
31062
Gro Claim 1
Manage subscriptions, customers and email campaigns in your Gro account.
F 34 2⁄5 ◔ — — 0 — 67 —
31063
EarlyLeads Claim 1
B2B leads at a buying moment, with the why and the outreach. Ask your AI about …
F 34 2⁄5 ◔ — — 0 — 67 —
31064
Spendpoint Claim 1
Expense ledger for AI assistants: record receipts line by line, ask what you sp…
F 34 2⁄5 ◔ — — 0 — 67 —
31065
Answers about your own company from its recorded knowledge, and shows where its…
F 34 2⁄5 ◔ — — 0 — 67 —
31066
Scuba Claim 1
Search your saved Captures and Collections, then save useful findings to Scuba.
F 34 2⁄5 ◔ — — 0 — 67 —
31067
architect Claim 1
Security reviews for coding agents: diffs checked against your org policy and l…
F 34 2⁄5 ◔ — — 0 — 67 —
31068
Scrape Federal Register rules, proposed rules, notices and orders by agency or …
F 34 2⁄5 ◔ — — 0 — 67 —
31069
img-forge Claim 1
AI image generation across 5 quality tiers (SDXL to Gemini 3 Pro), 50 free cred…
F 34 2⁄5 ◔ — — 0 — 67 —
31070
Realeyes
VerifEye Claim 1
VerifEye Face API: Identify (apparent age, gender, emotions, attention), Onboar…
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31071
aigamedev.ai Claim 1
Game-design skills for AI agents: describe a problem, get the right skill. Plus…
F 34 2⁄5 ◔ — — 0 — 67 —
31072
Draft SEO blog articles from topic to ready-to-review post.
F 34 2⁄5 ◔ — — 0 — 67 —
31073
Fikst Claim 1
CRM and field service for Dutch installation companies. Configure your whole en…
F 34 2⁄5 ◔ — — 0 — 67 —
31074
marketplace Claim 1
AI-native used car marketplace. 145K+ vehicles, 4300+ dealers, 13 US states, 20…
F 34 2⁄5 ◔ — — 0 — 67 —
31075
OAuth access to owned products, lead search, parcel search, and stored property…
F 34 2⁄5 ◔ — — 0 — 67 —
31076
Customer support for MCP servers: work your tickets from Claude or any MCP clie…
F 34 2⁄5 ◔ — — 0 — 67 —
31077
Saify-Technologies
Generate synthetic random user data for testing, demos, and development without…
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31078
Ollive Claim 1
Official Ollive MCP server.
F 34 2⁄5 ◔ — — 0 — 67 —
31079
Fitnito Claim 1
Manage a gym or studio: schedule classes, members, passes, memberships, staff a…
F 34 2⁄5 ◔ — — 0 — 67 —
31080
api Claim 1
Official company and director data: search, profiles, filings, and name normali…
F 34 2⁄5 ◔ — — 0 — 67 —
31081
Point11 Claim 1
Run Point11 operations for your organization: Inspector, Discovery, Alpha, Rese…
F 34 2⁄5 ◔ — — 0 — 67 —
31082
AltOrbit Claim 1
AltOrbit boards, tickets, time tracking, reports and client requests, with your…
F 34 2⁄5 ◔ — — 0 — 67 —
31083
Scrape Open Library book editions, authors, subjects and identifiers. Pay per r…
F 34 2⁄5 ◔ — — 0 — 67 —
31084
Webhound Claim 1
Budgeted reports and datasets with Hound, Webhound's DeepSeek V4 Pro + GPT-5.4 …
F 34 2⁄5 ◔ — — 0 — 67 —
31085
GemBoss Claim 1
Build, test and measure ecommerce pages and stores. Every change waits as a dra…
F 34 2⁄5 ◔ — — 0 — 67 —
31086
Lenderprice MCP Claim 1
MCP server that exposes the Lenderprice platform's capabilities to AI models.
F 34 2⁄5 ◔ — — 0 — 67 —
31087
MCP server unifying ERPs, CRMs, APIs and knowledge base for Claude, ChatGPT and…
F 34 2⁄5 ◔ — — 0 — 67 —
31088
Brightly Claim 1
Run your Brightly account from your AI agent: leads, conversations, appointment…
F 34 2⁄5 ◔ — — 0 — 67 —
31089
discjockeydom
Lightbringer Claim 1
Capture, analyze, validate, and submit inventions, and collaborate on patent re…
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31090
Image/video text & watermark erasure; TikTok/X links. OAuth; upload via host or…
F 34 2⁄5 ◔ — — 0 — 67 —
31091
memorials Claim 1
Create and look after online memorials for people and pets who have died.
F 34 2⁄5 ◔ — — 0 — 67 —
31092
SVG Me Claim 1
Convert PNG, JPG and WebP images, including AI-generated ones, to clean SVG, PD…
F 34 2⁄5 ◔ — — 0 — 67 —
31093
Reigniter Claim 1
Make on-brand video adverts, presenter videos and training videos from your AI …
F 34 2⁄5 ◔ — — 0 — 67 —
31094
Patricia Claim 1
AI coworker for service businesses. Read a Slack workspace's context and hand P…
F 34 2⁄5 ◔ — — 0 — 67 —
31095
almanaclabs
Blaze Claim 1
Create, edit, and schedule social media posts, carousels, videos, blogs, and em…
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31096
Contexel Claim 1
Shared AI memory. ChatGPT, Claude, Cursor and any MCP app read and write the sa…
F 34 2⁄5 ◔ — — 0 — 67 —
31097
spip Claim 1
Pilotez un site SPIP depuis Claude ou ChatGPT : rubriques, articles, médias, FA…
F 34 2⁄5 ◔ — — 0 — 67 —
31098
28 pay-per-call web/data tools: RDAP, SSL, DNS, SEO, FX, crypto, more. 0.01 USD…
F 34 2⁄5 ◔ — — 0 — 67 —
31099
TenderHunt Claim 1
Belarus public tenders: search, analytics, docs, and alerts via TenderHunt agen…
F 34 2⁄5 ◔ — — 0 — 67 —
31100
Search photos/videos; manage collections, people and duplicates. Requires paid …
F 34 2⁄5 ◔ — — 0 — 67 —
Showing 31051–31100 of 69400 servers
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