MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 23601 |
AI agent product discovery via open marketplace. Search, compare and discover a…
|
F 30 3⁄5 | ||||||||
| 23602 |
Docfork
Claim
Up-to-date docs for AI Agents. Sign up for free API key at https://docfork.com
|
F 30 3⁄5 | ||||||||
| 23603 |
Browserbase
Claim
Provides cloud browser automation capabilities using Stagehand and Browserbase,…
|
F 30 3⁄5 | ||||||||
| 23604 |
Sidearm
Claim
Protect media using watermarking, content disruption, and adversarial hardening…
|
F 30 3⁄5 | ||||||||
| 23605 |
seltz
Claim
Provides AI assistants with access to Seltz's powerful Web Search capabilities.
|
F 30 3⁄5 | ||||||||
| 23606 |
Manage music promotion and YouTube growth campaigns through AI assistants like …
|
F 30 3⁄5 | ||||||||
| 23607 |
Zuplo Weather
Claim
Access U.S. National Weather Service alerts, forecasts, observations, radar, an…
|
F 30 3⁄5 | ||||||||
| 23608 |
vsf
Claim
|
F 30 3⁄5 | ||||||||
| 23609 |
kismet-travel
Claim
Kismet is the leader in AI driven hotel search. Find live hotel data for any of…
|
F 30 3⁄5 | ||||||||
| 23610 |
mlb-api-mcp-2033
Claim
|
F 30 3⁄5 | ||||||||
| 23611 |
Artribune
Claim
Explore the Italian contemporary art scene by accessing a vast database of arti…
|
F 30 3⁄5 | ||||||||
| 23612 |
MCP server for Binance Thailand (Gulf Binance) API — trade crypto, monitor mark…
|
F 30 3⁄5 | ||||||||
| 23613 |
Regex
Claim
Simplify regular expression tasks by testing, explaining, and building patterns…
|
F 30 3⁄5 | ||||||||
| 23614 |
Forge
Claim
Compare popular coding platforms side-by-side to find the best fit for your dev…
|
F 30 3⁄5 | ||||||||
| 23615 |
AgentBond
Claim
Authorization and governance infrastructure for AI agents. 17 MCP tools for tok…
|
F 30 3⁄5 | ||||||||
| 23616 |
sekichi
Claim
Knowledge accumulation for AI coding agents. Records decisions, problems, and i…
|
F 30 3⁄5 | ||||||||
| 23617 |
icons8mcp
Claim
|
F 30 3⁄5 | ||||||||
| 23618 |
MiFactory
Claim
Store and retrieve persistent information across different sessions to maintain…
|
F 30 3⁄5 | ||||||||
| 23619 |
Data Transform Agent
Claim
Converts complex information between diverse formats including JSON, CSV, PDF, …
|
F 30 3⁄5 | ||||||||
| 23620 |
Summiz
Claim
Find videos and podcasts in the Summiz catalog with concise keyword searches. S…
|
F 30 3⁄5 | ||||||||
| 23621 |
Context7
Claim
Fetch up-to-date, version-specific documentation and code examples directly int…
|
F 30 3⁄5 | ||||||||
| 23622 |
Social-API.ai
Claim
SocialAPI gives AI agents a single MCP server to read and respond to every soci…
|
F 30 3⁄5 | ||||||||
| 23623 |
Flight Search MCP Server
Claim
Real-Time Flight Data Access
Connect to liveflight pricing and availability. A…
|
F 30 3⁄5 | ||||||||
| 23624 |
mcp-ted
Claim
TED MCP Server: Real-time EU public tenders access. https://www.lexsocket.ai/
|
F 30 3⁄5 | ||||||||
| 23625 |
AI Research Assistant
Claim
The server provides immediate access to millions of academic papers through Sem…
|
F 30 3⁄5 | ||||||||
| 23626 |
Saber
Claim
The Saber MCP server has tools available for creating company and contact signa…
|
F 30 3⁄5 | ||||||||
| 23627 |
Explore an agent's capabilities, configuration, and profile details. Fetch back…
|
F 30 3⁄5 | ||||||||
| 23628 |
mcp-server
Claim
Memory system for AI agents with semantic search. Store and recall memories wit…
|
F 30 3⁄5 | ||||||||
| 23629 |
Trust-and-knowledge MCP server for agent ecosystems: score trust, verify/certif…
|
F 30 3⁄5 | ||||||||
| 23630 |
Infobip Search MCP
Claim
Search Infobip documentation to quickly find guides, use cases, and best practi…
|
F 30 3⁄5 | ||||||||
| 23631 |
koko-finance
Claim
AI credit card advisor - search cards, compare portfolios, and optimize rewards
|
F 30 3⁄5 | ||||||||
| 23632 |
GraphQL Agent
Claim
Ask SubQuery is an AI-powered GraphQL Agent for exploring SubQuery projects and…
|
F 30 3⁄5 | ||||||||
| 23633 |
Find a Domain
Claim
test
|
F 30 3⁄5 | ||||||||
| 23634 |
For compliance teams and AI developers: PHANEROS surfaces what changed in OFAC,…
|
F 30 3⁄5 | ||||||||
| 23635 |
Oracle-42 Intelligence
Claim
Sovereign AI intelligence platform with 94,000+ threat intelligence data points…
|
F 30 3⁄5 | ||||||||
| 23636 |
WZRD Protocol
Claim
Analyze AI attention markets and track velocity oracle feeds for software platf…
|
F 30 3⁄5 | ||||||||
| 23637 |
Kyrgyz News
Claim
Access the latest news and trending stories from Kyrgyzstan. Search for specifi…
|
F 30 3⁄5 | ||||||||
| 23638 |
ActionGate
Claim
Evaluate risk scores and simulate outcomes to make informed business decisions.…
|
F 30 3⁄5 | ||||||||
| 23639 |
lia
Claim
Share a brief name and what your server does so I can craft a clean title and b…
|
F 30 3⁄5 | ||||||||
| 23640 |
VirtualSMS
Claim
SMS verification API for AI agents — buy virtual phone numbers, receive OTP cod…
|
F 30 3⁄5 | ||||||||
| 23641 |
AI-powered scam and threat verification for phone numbers, URLs, texts, and ema…
|
F 30 3⁄5 | ||||||||
| 23642 |
x402 Service Discovery
Claim
Discovers x402-payable APIs at runtime. Enables autonomous agents to find, eval…
|
F 30 3⁄5 | ||||||||
| 23643 |
Twin Persona
Claim
Generate personas for testing and prototyping. Build from your connected accoun…
|
F 30 3⁄5 | ||||||||
| 23644 |
PreClick
Claim
PreClick: An intent + security layer for agent browsing that verifies each dest…
|
F 30 3⁄5 | ||||||||
| 23645 |
Memory MCP Server
Claim
MemBridge Memory MCP Server allows you to share your memory across multiple AI …
|
F 30 3⁄5 | ||||||||
| 23646 |
Search the EAN-Search.org database for products by barcode (GTIN, UPC, EAN, ISB…
|
F 30 3⁄5 | ||||||||
| 23647 |
vsfclubshilpa
Claim
|
F 30 3⁄5 | ||||||||
| 23648 |
Analog
Claim
Access and analyze real-time geographic sensor data across various global locat…
|
F 30 3⁄5 | ||||||||
| 23649 |
Greek Insurance Registry
Claim
Locate and verify insurance intermediaries registered in Greece using various s…
|
F 30 3⁄5 | ||||||||
| 23650 |
Comprehensive Salesforce administration and data management capabilities
|
F 30 3⁄5 | ||||||||