MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28951 |
Brand Me Please
Claim
Ensure your content aligns with your brand’s voice, values, and visuals. Retrie…
|
F 30 3⁄5 | ||||||||
| 28952 |
0pi
Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
|
F 30 3⁄5 | ||||||||
| 28953 |
**Pure Rust MCP Server**
ShadowCrawl is a high-performance, Zero-Docker MCP se…
|
F 30 3⁄5 | ||||||||
| 28954 |
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
|
F 30 3⁄5 | ||||||||
| 28955 |
cyphergoat
Claim
CypherGoat is a non-custodial crypto swap aggregator routing across 20+ exchang…
|
F 30 3⁄5 | ||||||||
| 28956 |
Summiz
Claim
Find videos and podcasts in the Summiz catalog with concise keyword searches. S…
|
F 30 3⁄5 | ||||||||
| 28957 |
# Kash MCP Server — Official Integration
> **Connect your Kash business to Cla…
|
F 30 3⁄5 | ||||||||
| 28958 |
arbitova
Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for
autonomo…
|
F 30 3⁄5 | ||||||||
| 28959 |
Data center intelligence for AI agents. 20,000+ facilities across 140+ countrie…
|
F 30 3⁄5 | ||||||||
| 28960 |
Danube
Claim
The App Store for Agent Tools
|
F 30 3⁄5 | ||||||||
| 28961 |
PixelLab
Claim
Generate animated pixel art characters, tilesets, and object directly from your…
|
F 30 3⁄5 | ||||||||
| 28962 |
eSIM
Claim
Manage and purchase UK domestic eSIM plans with real-time inventory checking. S…
|
F 30 3⁄5 | ||||||||
| 28963 |
United States Weather
Claim
Provide real-time and forecast weather information for locations in the United …
|
F 30 3⁄5 | ||||||||
| 28964 |
CourseForge
Claim
AI-powered LMS course builder: 89 tools, 17 skills, SCORM/xAPI export, agentic …
|
F 30 3⁄5 | ||||||||
| 28965 |
Icons8 MCP Server
Claim
🚀 Access MCP server SVG and PNG icons
for your vibe-coding projects!
🎨 Icon Pa…
|
F 30 3⁄5 | ||||||||
| 28966 |
Agent Module provides agent-native knowledge infrastructure — deterministic, ve…
|
F 30 3⁄5 | ||||||||
| 28967 |
Philidor
Claim
Search and analyze 700+ DeFi vaults across Morpho, Aave, Spark, Yearn, Beefy, C…
|
F 30 3⁄5 | ||||||||
| 28968 |
A remote MCP server that enables AI agents to perform cross-chain cryptocurrenc…
|
F 30 3⁄5 | ||||||||
| 28969 |
beleg.bot
Claim
The official beleg.bot MCP server. It enables AI assistants to manage business …
|
F 30 3⁄5 | ||||||||
| 28970 |
promptscan
Claim
Production-ready prompt injection detection for AI agents. Scan user input, ret…
|
F 30 3⁄5 | ||||||||
| 28971 |
Weather data API for AI agents. Current conditions and 7-day forecast for any l…
|
F 30 3⁄5 | ||||||||
| 28972 |
COBOL Bridge
Claim
AI-powered COBOL mainframe modernization platform with 11 MCP tools, 3 resource…
|
F 30 3⁄5 | ||||||||
| 28973 |
Bluegamma MCP
Claim
Access live interest rate forward curves, swap pricing, FX forwards, inflation …
|
F 30 3⁄5 | ||||||||
| 28974 |
Conducts deep, structured research using a specialized 7-step methodology to en…
|
F 30 3⁄5 | ||||||||
| 28975 |
Coupang
Claim
Search and browse products on Coupang to find competitive prices and daily disc…
|
F 30 3⁄5 | ||||||||
| 28976 |
Loomal
Claim
Identity infrastructure for AI agents. One API, every capability.
|
F 30 3⁄5 | ||||||||
| 28977 |
Domain Insights
Claim
Analyze domain infrastructure by performing comprehensive DNS, WHOIS, and secur…
|
F 30 3⁄5 | ||||||||
| 28978 |
WarpGBM
Claim
Train gradient boosting models quickly and export portable artifacts for smooth…
|
F 30 3⁄5 | ||||||||
| 28979 |
timeslope
Claim
### TimeSlope MCP Server
**Automated Economic analysis via MCP over FRED data**…
|
F 30 3⁄5 | ||||||||
| 28980 |
rove
Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
|
F 30 3⁄5 | ||||||||
| 28981 |
🚀 The Professional Dropshipping MCP Server for DSers Automation.
Import produc…
|
F 30 3⁄5 | ||||||||
| 28982 |
Detect hidden FX fees on international bank transfers in 30 seconds.
Score 1-1…
|
F 30 3⁄5 | ||||||||
| 28983 |
GraphPulse C++
Claim
Analyzes C++ codebases via AST parsing to build comprehensive, queryable depend…
|
F 30 3⁄5 | ||||||||
| 28984 |
Octomil
Claim
Manage, optimize, and deploy machine learning models to edge devices with autom…
|
F 30 3⁄5 | ||||||||
| 28985 |
Regex
Claim
Simplify regular expression tasks by testing, explaining, and building patterns…
|
F 30 3⁄5 | ||||||||
| 28986 |
Track every AI service on the internet and see which ones actually make money.…
|
F 30 3⁄5 | ||||||||
| 28987 |
Memory MCP Server
Claim
MemBridge Memory MCP Server allows you to share your memory across multiple AI …
|
F 30 3⁄5 | ||||||||
| 28988 |
verifimind-genesis
Claim
Validate concepts end-to-end across innovation, ethics, and security. Identify …
|
F 30 3⁄5 | ||||||||
| 28989 |
Refetch
Claim
Fetch pages, search the web, and extract structured data — built for AI agents.…
|
F 30 3⁄5 | ||||||||
| 28990 |
JHJ-email-mcp
Claim
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
|
F 30 3⁄5 | ||||||||
| 28991 |
Cognitive Browser
Claim
105-tool browser automation with cognitive user simulation, visual testing, per…
|
F 30 3⁄5 | ||||||||
| 28992 |
openephemeris
Claim
The most complete astronomical computation engine available as an MCP server. O…
|
F 30 3⁄5 | ||||||||
| 28993 |
Github
Claim
Access the GitHub API, enabling file operations, repository management, search …
|
F 30 3⁄5 | ||||||||
| 28994 |
Maiga
Claim
Evaluate cryptocurrency tokens through deep technical, fundamental, and on-chai…
|
F 30 3⁄5 | ||||||||
| 28995 |
meetsync-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 28996 |
Twitter/X, Instagram, Reddit & TikTok data for AI agents. 1.5B+ posts. No API k…
|
F 30 3⁄5 | ||||||||
| 28997 |
Bible MCP
Claim
Get Scripture from the Bible using Bible MCP.
Thank you to AO Lab for the Fre…
|
F 30 3⁄5 | ||||||||
| 28998 |
DeepWiki
Claim
Explore and query GitHub repository documentation in depth. Browse wiki topics,…
|
F 30 3⁄5 | ||||||||
| 28999 |
Loopwise MCP Server
Claim
Read and manage courses, members, orders, events, posts, and settings for Loopw…
|
F 30 3⁄5 | ||||||||
| 29000 |
troystack
Claim
AI-powered precious metals data. Live gold/silver/platinum/palladium spot price…
|
F 30 3⁄5 | ||||||||