MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30551 |
Coupang
Claim
Search and browse products on Coupang to find competitive prices and daily disc…
|
F 30 3⁄5 | ||||||||
| 30552 |
agent-ip
Claim
GeneOnline Agent IP MCP Server
|
F 30 3⁄5 | ||||||||
| 30553 |
rivalsearch
Claim
|
F 30 3⁄5 | ||||||||
| 30554 |
Generate images and videos using 28+ visual AI models from OpenAI (GPT Image 2,…
|
F 30 3⁄5 | ||||||||
| 30555 |
Leeroopedia
Claim
Access detailed documentation and API references for machine learning framework…
|
F 30 3⁄5 | ||||||||
| 30556 |
librarian-nexus
Claim
A shared knowledge library for AI agents. Submit lessons for free (earn credits…
|
F 30 3⁄5 | ||||||||
| 30557 |
twitter-api
Claim
|
F 30 3⁄5 | ||||||||
| 30558 |
Glassnode
Claim
Access institutional-grade on-chain cryptocurrency metrics and market data for …
|
F 30 3⁄5 | ||||||||
| 30559 |
vsf-club
Claim
|
F 30 3⁄5 | ||||||||
| 30560 |
Regex
Claim
Simplify regular expression tasks by testing, explaining, and building patterns…
|
F 30 3⁄5 | ||||||||
| 30561 |
mcp-tea
Claim
Fetch your dataset, ask questions, and get concise summaries in seconds. Analyz…
|
F 30 3⁄5 | ||||||||
| 30562 |
Artribune
Claim
Explore the Italian contemporary art scene by accessing a vast database of arti…
|
F 30 3⁄5 | ||||||||
| 30563 |
Attention Velocity
Claim
Track attention momentum and market velocity across public software markets to …
|
F 30 3⁄5 | ||||||||
| 30564 |
supabase-godmode
Claim
Manage projects, databases, and Edge Functions across your Supabase organizatio…
|
F 30 3⁄5 | ||||||||
| 30565 |
verifiedstate-mcp
Claim
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
|
F 30 3⁄5 | ||||||||
| 30566 |
Plith
Claim
The base layer for AI agents. Five APIs: task deduplication, cost prediction, o…
|
F 30 3⁄5 | ||||||||
| 30567 |
MoltBook
Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
|
F 30 3⁄5 | ||||||||
| 30568 |
rube
Claim
Connect your AI to 500+ apps like Gmail, Slack, GitHub, and Notion with streama…
|
F 30 3⁄5 | ||||||||
| 30569 |
Transipal WMS
Claim
Warehouse management for warehouses, missions, tasks, packs, products, and ship…
|
F 30 3⁄5 | ||||||||
| 30570 |
AUTOMOTO MCP Gateway
Claim
Production-ready MCP Gateway for automotive market data powered by Dremio. Conn…
|
F 30 3⁄5 | ||||||||
| 30571 |
🥩 MeatLayer
Claim
Give your AI agent a body.
Post real-world tasks such as deliveries, photogra…
|
F 30 3⁄5 | ||||||||
| 30572 |
Summiz
Claim
Find videos and podcasts in the Summiz catalog with concise keyword searches. S…
|
F 30 3⁄5 | ||||||||
| 30573 |
Memory MCP Server
Claim
MemBridge Memory MCP Server allows you to share your memory across multiple AI …
|
F 30 3⁄5 | ||||||||
| 30574 |
China Business Registry
Claim
MCP server providing AI agents access to Chinese company business registration …
|
F 30 3⁄5 | ||||||||
| 30575 |
Flash
Claim
Run a task with a background agent in a sandboxed container. The agent can read…
|
F 30 3⁄5 | ||||||||
| 30576 |
Greek Insurance Registry
Claim
Locate and verify insurance intermediaries registered in Greece using various s…
|
F 30 3⁄5 | ||||||||
| 30577 |
sms-mcp
Claim
The Mobile Text Alerts SMS MCP server enables your AI to send SMS messages & ma…
|
F 30 3⁄5 | ||||||||
| 30578 |
Zuplo Weather
Claim
Access U.S. National Weather Service alerts, forecasts, observations, radar, an…
|
F 30 3⁄5 | ||||||||
| 30579 |
Real-time product catalog and inventory across multi-tenant e-commerce stores v…
|
F 30 3⁄5 | ||||||||
| 30580 |
SiftDB
Claim
Search codebases for patterns and references with fast, precise results. Open f…
|
F 30 3⁄5 | ||||||||
| 30581 |
Social-API.ai
Claim
SocialAPI gives AI agents a single MCP server to read and respond to every soci…
|
F 30 3⁄5 | ||||||||
| 30582 |
Icons8 MCP Server
Claim
🚀 Access MCP server SVG and PNG icons
for your vibe-coding projects!
🎨 Icon Pa…
|
F 30 3⁄5 | ||||||||
| 30583 |
aaaa-nexus
Claim
|
F 30 3⁄5 | ||||||||
| 30584 |
Bluegamma MCP
Claim
Access live interest rate forward curves, swap pricing, FX forwards, inflation …
|
F 30 3⁄5 | ||||||||
| 30585 |
bjj-belt-progress
Claim
BJJ Belt Progress MCP server — instant access to IBJJF belt requirements, progr…
|
F 30 3⁄5 | ||||||||
| 30586 |
Track every AI service on the internet and see which ones actually make money.…
|
F 30 3⁄5 | ||||||||
| 30587 |
Channel99
Claim
Access and analyze marketing performance data directly from the Channel99 platf…
|
F 30 3⁄5 | ||||||||
| 30588 |
GrelfSwap
Claim
Trade tokens and manage assets on the Hedera network through direct integration…
|
F 30 3⁄5 | ||||||||
| 30589 |
Card Catalog
Claim
Authenticate identities and earn professional certification badges through tier…
|
F 30 3⁄5 | ||||||||
| 30590 |
Color Palette
Claim
Create harmonious color palettes based on theory and convert colors between for…
|
F 30 3⁄5 | ||||||||
| 30591 |
Instant Domain Search
Claim
**Lightning-fast domain search directly in your AI workflow**
Search domain av…
|
F 30 3⁄5 | ||||||||
| 30592 |
Identifies SEO content gaps by comparing your work against top-ranking competit…
|
F 30 3⁄5 | ||||||||
| 30593 |
Scrptly AI Video Agent
Claim
Create videos from text prompts and optional reference images. Track progress a…
|
F 30 3⁄5 | ||||||||
| 30594 |
vsf-club
Claim
|
F 30 3⁄5 | ||||||||
| 30595 |
GroundAPI
Claim
Real-time data API for AI Agents. One API key to access 13 tools: A-share stock…
|
F 30 3⁄5 | ||||||||
| 30596 |
Rental Data Lookup
Claim
Aggregate and normalize datasets from your cloud storage for faster discovery a…
|
F 30 3⁄5 | ||||||||
| 30597 |
PutPut
Claim
Manage cloud-hosted files and storage through the PutPut platform. Streamlines …
|
F 30 3⁄5 | ||||||||
| 30598 |
Padel Analyst
Claim
**Padel Analyst** by [Padel API](https://padelapi.org) is an MCP server that co…
|
F 30 3⁄5 | ||||||||
| 30599 |
notevault-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30600 |
CronAlert
Claim
Manage uptime monitors, check results, and incidents from Claude. Create monito…
|
F 30 3⁄5 | ||||||||