MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30951 |
VirtualSMS
Claim
Real SIM phone numbers for AI agents performing SMS verification across 2000+ s…
|
F 30 3⁄5 | ||||||||
| 30952 |
Expert knowledge server about post-work mental deactivation. Helps professional…
|
F 30 3⁄5 | ||||||||
| 30953 |
Shipi
Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
|
F 30 3⁄5 | ||||||||
| 30954 |
Kyrgyz News
Claim
Access the latest news and trending stories from Kyrgyzstan. Search for specifi…
|
F 30 3⁄5 | ||||||||
| 30955 |
Ayni
Claim
Facilitate standardized communication between agents using a specialized glyph-…
|
F 30 3⁄5 | ||||||||
| 30956 |
Strale
Claim
Strale provides verified data capabilities for AI agents — company registries a…
|
F 30 3⁄5 | ||||||||
| 30957 |
mcp-server
Claim
Memory system for AI agents with semantic search. Store and recall memories wit…
|
F 30 3⁄5 | ||||||||
| 30958 |
carbonfootprint
Claim
Discover and run life cycle assessment analyses across searchable categories an…
|
F 30 3⁄5 | ||||||||
| 30959 |
pentagonal
Claim
**AI-powered smart contract forge** with an 8-agent adversarial security audit …
|
F 30 3⁄5 | ||||||||
| 30960 |
ucd-mcp
Claim
When a class of conscious beings has no freedom to build culture on their own t…
|
F 30 3⁄5 | ||||||||
| 30961 |
Agent Safe Message MCP
Claim
A suite of MCP tools that scan every message, image, and video your AI agent ha…
|
F 30 3⁄5 | ||||||||
| 30962 |
Search the EAN-Search.org database for products by barcode (GTIN, UPC, EAN, ISB…
|
F 30 3⁄5 | ||||||||
| 30963 |
Financial Services
Claim
AI-powered financial services marketplace connecting borrowers with 200+ lender…
|
F 30 3⁄5 | ||||||||
| 30964 |
CourseForge
Claim
AI-powered LMS course builder: 89 tools, 17 skills, SCORM/xAPI export, agentic …
|
F 30 3⁄5 | ||||||||
| 30965 |
NWS Weather & Aviation
Claim
Access real-time US weather forecasts, alerts, radar, and station observations …
|
F 30 3⁄5 | ||||||||
| 30966 |
MCP server for Google Calendar : create events, manage calendars, check availab…
|
F 30 3⁄5 | ||||||||
| 30967 |
Clear Thought 1.5
Claim
[FINAL UPDATE]
future updates will be rolled out to Thoughtbox --> https://smi…
|
F 30 3⁄5 | ||||||||
| 30968 |
Cookiy
Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
|
F 30 3⁄5 | ||||||||
| 30969 |
Twin Persona
Claim
Generate personas for testing and prototyping. Build from your connected accoun…
|
F 30 3⁄5 | ||||||||
| 30970 |
# 🧾 StatsReceipt Creator Receipt Engine
Generate high-impact, aesthetic receipt…
|
F 30 3⁄5 | ||||||||
| 30971 |
Shirabe Calendar API
Claim
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
|
F 30 3⁄5 | ||||||||
| 30972 |
Discovery Engine
Claim
Discovery Engine is not another AI data analyst that writes pandas or SQL for y…
|
F 30 3⁄5 | ||||||||
| 30973 |
MCP server for Google Docs : create, read, edit, format, and manage documents t…
|
F 30 3⁄5 | ||||||||
| 30974 |
DataGen
Claim
Run and orchestrate DataGen deployments from validation through execution and m…
|
F 30 3⁄5 | ||||||||
| 30975 |
mcpmax
Claim
Italian automotive platform, AI-ready
Cross-dealer semantic search across 100+ …
|
F 30 3⁄5 | ||||||||
| 30976 |
Real Estate MCP Server
Claim
Search Redfin property listings and get comprehensive property details. Filter …
|
F 30 3⁄5 | ||||||||
| 30977 |
frenex.ai
Claim
Participate in prediction markets and share analytical opinions to build credib…
|
F 30 3⁄5 | ||||||||
| 30978 |
Find and download academic papers from leading sources like arXiv, PubMed, bioR…
|
F 30 3⁄5 | ||||||||
| 30979 |
Oracle-42 Intelligence
Claim
Sovereign AI intelligence platform with 94,000+ threat intelligence data points…
|
F 30 3⁄5 | ||||||||
| 30980 |
localingos
Claim
AI-powered app translation for developers. Push your source strings, get transl…
|
F 30 3⁄5 | ||||||||
| 30981 |
Bluegamma MCP
Claim
Access live interest rate forward curves, swap pricing, FX forwards, inflation …
|
F 30 3⁄5 | ||||||||
| 30982 |
Linear
Claim
Manage issues, projects, documents, and cycles in your Linear workspace. Create…
|
F 30 3⁄5 | ||||||||
| 30983 |
Soundside-ai
Claim
Generate and edit professional multimedia content including videos, images, aud…
|
F 30 3⁄5 | ||||||||
| 30984 |
SiftDB
Claim
Search codebases for patterns and references with fast, precise results. Open f…
|
F 30 3⁄5 | ||||||||
| 30985 |
Modellix Docs
Claim
Search the Modellix knowledge base to quickly find relevant technical informati…
|
F 30 3⁄5 | ||||||||
| 30986 |
onelev1
Claim
# 1lev1 (1💗1)
Welcome to **1lev1**, a collaborative partnership platform desig…
|
F 30 3⁄5 | ||||||||
| 30987 |
Saber
Claim
Sales intelligence — research companies, qualify prospects, and find contacts.
|
F 30 3⁄5 | ||||||||
| 30988 |
The Local Intel
Claim
text
Agentic local business intelligence for Florida — 983 ZIPs, OSM POI layer,…
|
F 30 3⁄5 | ||||||||
| 30989 |
Refetch
Claim
Fetch pages, search the web, and extract structured data — built for AI agents.…
|
F 30 3⁄5 | ||||||||
| 30990 |
Context7
Claim
Access up-to-date documentation and code examples for any programming library o…
|
F 30 3⁄5 | ||||||||
| 30991 |
meetsync-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30992 |
CronAlert
Claim
Manage uptime monitors, check results, and incidents from Claude. Create monito…
|
F 30 3⁄5 | ||||||||
| 30993 |
ZS - Zobr Script
Claim
ZS (Zobr Script) — cognitive scripting language for structured reasoning with L…
|
F 30 3⁄5 | ||||||||
| 30994 |
Subscription Refunds
Claim
Determine refund eligibility for popular US consumer subscriptions including Ap…
|
F 30 3⁄5 | ||||||||
| 30995 |
notevault-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30996 |
vsf-club
Claim
|
F 30 3⁄5 | ||||||||
| 30997 |
Statistics Canada
Claim
Access comprehensive Canadian socio-economic datasets and time series data dire…
|
F 30 3⁄5 | ||||||||
| 30998 |
Summiz
Claim
Find videos and podcasts in the Summiz catalog with concise keyword searches. S…
|
F 30 3⁄5 | ||||||||
| 30999 |
MoltBook
Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
|
F 30 3⁄5 | ||||||||
| 31000 |
Let's Clarify
Claim
Your AI agent creates a form via API — one recipient for a quick approval, or t…
|
F 30 3⁄5 | ||||||||