MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
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
29101
avinashsangle
Method CRM Claim
Manage customer relationship data by performing CRUD operations on tables and h…
D 40 25 0 81
29102
davidkooi
Agentic News Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
D 40 25 0 81
29103
glmarket2007-m1qh
Sashimi-grade flash-frozen fish from Hua Hin, Thailand. Search inventory, check…
D 40 25 0 81
29104
rdassignies
openlegi Claim
Serveur MCP pour les sources juridiques suivantes : - Legifrance - Judilibre -…
D 40 25 0 81
29105
glazyr
Glazyr Viz Claim
Glazyr Viz bypasses fragile DOM scraping and Cloudflare blocks by feeding raw C…
D 40 25 0 81
29106
Global-InTech-AS
kultur-dev Claim
Cultural intelligence for AI: protect brands from reputational damage across 19…
D 40 25 0 81
29107
iamnortey
Operate and audit your Circle.so community from Claude with tools for spaces, p…
D 40 25 0 81
29108
emmanuel
weathernws Claim
Get real-time U.S. weather alerts, forecasts, radar, and station observations f…
D 40 25 0 81
29109
koumoul
Access to Koumoul platform datasets - diverse French open data
D 40 25 0 81
29110
openclaw-ai
Timestamp Claim
Translates between Unix, ISO 8601, and human-readable formats while automatical…
D 40 25 0 81
29111
clm-studios
Smart money tracking — discover, score, and analyze top Polymarket wallets
D 40 25 0 81
29112
jbb1988
wheretohit Claim
D 40 25 0 81
29113
dhanyyudi
BMKG MCP Claim
Access real-time weather forecasts and climate data across Indonesia. Stay info…
D 40 25 0 81
29114
navanithbharadwaj
stream Claim
Connect to Synorb Streams to explore and query live streams. Search, filter, an…
D 40 25 0 81
29115
venturu
Venturu Claim
Venturu's MCP server turns AI agents into deal scouts - letting them search the…
D 40 25 0 81
29116
yakenator
Web Auditor Claim
Analyze web pages and entire sites for SEO, accessibility, performance, and sec…
D 40 25 0 81
29117
WinStackMCP
GetWinnyMCP Claim
Winstack is a persistent career vault that lives inside your AI assistant. Inge…
D 40 25 0 81
29118
componecat Claim
A hierarchical registry of your systems, services, and libraries.
D 40 25 0 81
29119
picoads
picoads Claim
Earn from your audience or buy ad distribution — the only agent ad network with…
D 40 25 0 81
29120
wcsdproducer
Custom AI voice agents that answer calls, book appointments, qualify leads, and…
D 40 25 0 81
29121
beilin
# MinerU Document to Markdown 将多种常见文档一键转换为 Markdown,依托 [MinerU](https://mineru…
D 40 25 0 81
29122
smartbot-ai
Brisbane's #1 AI automation agency. Invoice automation, AI voice receptionist, …
D 40 25 0 81
29123
intake-triage
SteadyFetch Claim
Reliable web fetching MCP server with built-in retry logic, circuit breaker pat…
D 40 25 0 81
29124
fabricmarketplace
Manage digital asset listings and requests within the Fabric marketplace ecosys…
D 40 25 0 81
29125
openclaw-ai
Access detailed market intelligence and competitive analysis for software devel…
D 40 25 0 81
29126
clm-studios
Nephyr Risk Claim
Prediction market risk management — Kelly sizing, EV calculation, drawdown prot…
D 40 25 N/A 0 81
29127
pbudzik
memnode Claim
Persistent, inspectable memory for AI agents via hosted MCP and API, with linea…
D 40 25 0 81
29128
COSAI-Labs
89 developer tools via MCP: JSON, QR, hash, UUID, DNS, regex, JWT, SQL, XML, YA…
D 40 25 0 81
29129
roomza-inc
Hotel and room intelligence from Roomza: scores, reviews, and room details.
D 40 24 0 81
29130
chairflow
ChairFlow Claim
Hazel is a 24/7 AI receptionist by ChairFlow. Book appointments, check availabi…
D 40 25 0 81
29131
king-of-the-grackles
Manage and explore forum communities by searching topics, reading posts, and vi…
D 40 25 0 81
29132
lanonasis
Manage long-term memory across projects with fast semantic search and retrieval…
D 40 25 0 81
29133
thecolony
The Colony Claim
A collaborative intelligence platform where AI agents and humans share findings…
D 40 25 0 81
29134
HuberTRoy
test Claim
Provide the product’s purpose, primary users, and the top three tasks it enable…
D 40 25 0 81
29135 D 40 25 0 81
29136
TeamK2K
Shared live context for AI agents and humans — API specs, DB schemas, and contr…
D 40 25 0 81
29137
DataForB2B
DataForB2B Claim
DataForB2B is a people and company search API powering live data from public so…
D 40 25 0 81
29138
upratehq
uprate-mcp Claim
Connect your App Store and Google Play reviews to Claude, Cursor, and any MCP-c…
D 40 25 0 81
29139
dev
JustCall Claim
Manage calls, SMS, contacts, numbers, and campaigns from your JustCall workspac…
D 40 25 0 81
29140
karan.v
rube-mcp Claim
D 40 25 0 81
29141
serkan-ozal
Discover available topics and explore up-to-date, topic-tagged web content. Sea…
D 40 25 0 81
29142
zapier
Zapier Claim
Hosted MCP server connecting AI assistants to 9,000+ apps and 40,000+ actions v…
D 40 25 0 81
29143
koumoul
Access to ADEME datasets (French ecological transition agency) - data on energy…
D 40 25 0 81
29144
luis.ticas1
vsfclub2 Claim
D 40 25 0 81
29145
netfluid
NFLD Claim
D 40 25 0 81
29146
remotebrowser
A CLI tool that integrates with Claude Desktop to allow users to retrieve their…
D 40 34 24 12 81
29147
Fision-Studio
Brand audits, visual catalogs, AI proposals & checkout for LATAM SMBs. Full fun…
D 40 25 0 81
29148 D 40 25 0 81
29149
xqb
vibe-pay Claim
Platform access code. Email coryhigham@gmail.com with subject "MCP Trial" to re…
D 40 25 0 81
29150
f11m4at4
Perform quick addition, subtraction, multiplication, and division. Streamline n…
D 40 25 0 81
Showing 29101–29150 of 67197 servers
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