MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
23601
Baldri
AI agent product discovery via open marketplace. Search, compare and discover a…
F 30 35 0 0 90
23602
docfork
Docfork Claim
Up-to-date docs for AI Agents. Sign up for free API key at https://docfork.com
F 30 35 10 0 81
23603
browserbasehq
Browserbase Claim
Provides cloud browser automation capabilities using Stagehand and Browserbase,…
F 30 35 10 0 81
23604
sidearmdrm
Sidearm Claim
Protect media using watermarking, content disruption, and adversarial hardening…
F 30 35 10 0 81
23605
seltz-ai
seltz Claim
Provides AI assistants with access to Seltz's powerful Web Search capabilities.
F 30 35 10 0 81
23606
dynamoi
Manage music promotion and YouTube growth campaigns through AI assistants like …
F 30 35 10 0 81
23607
anusha5191
Access U.S. National Weather Service alerts, forecasts, observations, radar, an…
F 30 35 10 0 81
23608
gsudheer123
vsf Claim
F 30 35 10 0 81
23609
nate
Kismet is the leader in AI driven hotel search. Find live hotel data for any of…
F 30 35 10 0 81
23610 F 30 35 10 0 81
23611
fuoribinario
Artribune Claim
Explore the Italian contemporary art scene by accessing a vast database of arti…
F 30 35 10 0 81
23612
node2flow
Binance TH Claim 1
MCP server for Binance Thailand (Gulf Binance) API — trade crypto, monitor mark…
F 30 35 10 0 81
23613
openclaw-ai
Regex Claim
Simplify regular expression tasks by testing, explaining, and building patterns…
F 30 35 10 0 81
23614
openclaw-ai
Forge Claim
Compare popular coding platforms side-by-side to find the best fit for your dev…
F 30 35 10 0 81
23615
agentbond
AgentBond Claim
Authorization and governance infrastructure for AI agents. 17 MCP tools for tok…
F 30 35 10 0 81
23616
surp-renz
sekichi Claim
Knowledge accumulation for AI coding agents. Records decisions, problems, and i…
F 30 35 10 0 81
23617
icons8community
icons8mcp Claim
F 30 35 10 0 81
23618
mifactory-bot
MiFactory Claim
Store and retrieve persistent information across different sessions to maintain…
F 30 35 10 0 81
23619
dashev88
Converts complex information between diverse formats including JSON, CSV, PDF, …
F 30 35 10 0 81
23620
alberduris
Summiz Claim
Find videos and podcasts in the Summiz catalog with concise keyword searches. S…
F 30 35 10 0 81
23621
upstash
Context7 Claim
Fetch up-to-date, version-specific documentation and code examples directly int…
F 30 35 10 0 81
23622
socialapi
SocialAPI gives AI agents a single MCP server to read and respond to every soci…
F 30 35 10 0 81
23623
gvzq
Real-Time Flight Data Access Connect to liveflight pricing and availability. A…
F 30 35 10 0 81
23624
lexsocket
mcp-ted Claim
TED MCP Server: Real-time EU public tenders access. https://www.lexsocket.ai/
F 30 35 10 0 81
23625
hamid-vakilzadeh
The server provides immediate access to millions of academic papers through Sem…
F 30 35 10 0 81
23626
saber
Saber Claim
The Saber MCP server has tools available for creating company and contact signa…
F 30 35 10 0 81
23627
vinodkrishnan92
Explore an agent's capabilities, configuration, and profile details. Fetch back…
F 30 35 10 0 81
23628
chronista-club
mcp-server Claim
Memory system for AI agents with semantic search. Store and recall memories wit…
F 30 35 10 0 81
23629
jlazoff
Trust-and-knowledge MCP server for agent ecosystems: score trust, verify/certif…
F 30 35 10 0 81
23630
infobip-mcp
Search Infobip documentation to quickly find guides, use cases, and best practi…
F 30 35 10 0 81
23631
madanc
koko-finance Claim
AI credit card advisor - search cards, compare portfolios, and optimize rewards
F 30 35 10 0 81
23632
SubQuery-Network
Ask SubQuery is an AI-powered GraphQL Agent for exploring SubQuery projects and…
F 30 35 10 0 81
23633
dmasdfg8
test
F 30 35 10 0 81
23634
phanerostechnologies
For compliance teams and AI developers: PHANEROS surfaces what changed in OFAC,…
F 30 35 10 0 81
23635
oracle42
Sovereign AI intelligence platform with 94,000+ threat intelligence data points…
F 30 35 10 0 81
23636
wzrd
Analyze AI attention markets and track velocity oracle feeds for software platf…
F 30 35 10 0 81
23637
fuddyduddy
Kyrgyz News Claim
Access the latest news and trending stories from Kyrgyzstan. Search for specifi…
F 30 35 10 0 81
23638
actiongate
ActionGate Claim
Evaluate risk scores and simulate outcomes to make informed business decisions.…
F 30 35 10 0 81
23639
mjcaballero1126
lia Claim
Share a brief name and what your server does so I can craft a clean title and b…
F 30 35 10 0 81
23640
virtualsms
VirtualSMS Claim
SMS verification API for AI agents — buy virtual phone numbers, receive OTP cod…
F 30 35 10 0 81
23641
scamverifyai
AI-powered scam and threat verification for phone numbers, URLs, texts, and ema…
F 30 35 10 0 81
23642
rplryan
Discovers x402-payable APIs at runtime. Enables autonomous agents to find, eval…
F 30 35 10 0 81
23643
erniesg
Twin Persona Claim
Generate personas for testing and prototyping. Build from your connected accoun…
F 30 35 10 0 81
23644
cybrlab-ai
PreClick Claim
PreClick: An intent + security layer for agent browsing that verifies each dest…
F 30 35 10 0 81
23645
membridge
MemBridge Memory MCP Server allows you to share your memory across multiple AI …
F 30 35 10 0 81
23646
eansearch
Search the EAN-Search.org database for products by barcode (GTIN, UPC, EAN, ISB…
F 30 35 10 0 81
23647 F 30 35 10 0 81
23648
analog
Analog Claim
Access and analyze real-time geographic sensor data across various global locat…
F 30 35 10 0 81
23649
christos
Locate and verify insurance intermediaries registered in Greece using various s…
F 30 35 10 0 81
23650
cirra-ai
Comprehensive Salesforce administration and data management capabilities
F 30 35 10 0 81
Showing 23601–23650 of 30006 servers
« Prev 1 471 472 473 474 475 601 Next »