MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28901 |
Vivid MCP
Claim
Connect Vivid to Claude, ChatGPT, or any MCP client and open a business account…
|
D 40 2⁄5 | ||||||||
| 28902 |
MCP for public datasets on BNM Open Data API (Developed by Seah Boon Keong)
Al…
|
D 40 2⁄5 | ||||||||
| 28903 |
MCP for public datasets OpenDOSM (Developed by Seah Boon Keong)
What it delive…
|
D 40 2⁄5 | ||||||||
| 28904 |
MailerAstro
Claim
Send transactional emails and manage bulk distributions using your wallet addre…
|
D 40 2⁄5 | ||||||||
| 28905 |
pretext-pdf
Claim
Generate professional PDFs from structured JSON. Supports invoices (with GST), …
|
D 40 2⁄5 | ||||||||
| 28906 |
Math & Logic
Claim
Solve complex algebraic equations, simplify expressions, and perform calculus o…
|
D 40 2⁄5 | ||||||||
| 28907 |
aTars MCP by aarna
Claim
aTars MCP by aarna provides AI agents with structured access to crypto market s…
|
D 40 2⁄5 | ||||||||
| 28908 |
speakmanai
Claim
# SpeakmanAI MCP Server
Generate professional **Solution Architecture Document…
|
D 40 2⁄5 | ||||||||
| 28909 |
streambridge
Claim
Search Chinese TV drama scenes with second-level timestamps by character, emoti…
|
D 40 2⁄4 | ||||||||
| 28910 |
An MCP server providing superhero data and intelligence. Query heroes by name, …
|
D 40 2⁄5 | ||||||||
| 28911 |
Glazyr Viz
Claim
Glazyr Viz bypasses fragile DOM scraping and Cloudflare blocks by feeding raw C…
|
D 40 2⁄5 | ||||||||
| 28912 |
Method CRM
Claim
Manage customer relationship data by performing CRUD operations on tables and h…
|
D 40 2⁄5 | ||||||||
| 28913 |
Free AI-powered lead generation. 4 tools: business search, contact enrichment, …
|
D 40 2⁄5 | ||||||||
| 28914 |
Global Database
Claim
Access comprehensive company data including financial records, ownership struct…
|
D 40 2⁄5 | ||||||||
| 28915 |
CouchLoop EQ
Claim
CouchLoop EQ provides behavioral governance for LLMs. It monitors AI responses …
|
D 40 2⁄5 | ||||||||
| 28916 |
MCP server for Lightning Tools — pay-per-call AI tools via Bitcoin Lightning
|
D 40 2⁄4 | ||||||||
| 28917 |
sg-gst-calculator-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 28918 |
test-101
Claim
|
D 40 2⁄5 | ||||||||
| 28919 |
Discover capabilities and configuration, and learn about the organization behin…
|
D 40 2⁄5 | ||||||||
| 28920 |
legal-docs
Claim
|
D 40 2⁄5 | ||||||||
| 28921 |
Classifier
Claim
Classify raw text into structured triage objects with intent, urgency, category…
|
D 40 2⁄5 | ||||||||
| 28922 |
BadRooBot-my_test_mcp
Claim
Get current weather for any city and create images from your prompts. Streamlin…
|
D 40 2⁄5 | ||||||||
| 28923 |
Fetch the latest available stock quotes by ticker symbol across international m…
|
D 40 2⁄5 | ||||||||
| 28924 |
Quanti
Claim
Access BigQuery data warehouses to explore projects and generate schema-aware S…
|
D 40 2⁄5 | ||||||||
| 28925 |
Create and manage Google Forms to run surveys and collect data. Add text and mu…
|
D 40 2⁄5 | ||||||||
| 28926 |
global-ai-news
Claim
Not a news feed. A signal verification system.
68,000+ AI & tech articles from…
|
D 40 2⁄5 | ||||||||
| 28927 |
Aleatoric
Claim
Aleatoric Engine is deterministic market simulation infrastructure for generati…
|
D 40 2⁄5 | ||||||||
| 28928 |
assetjay
Claim
Track company equipment, attach receipts, and know who has what. Built for smal…
|
D 40 2⁄5 | ||||||||
| 28929 |
Data Converter
Claim
Convert data between over 40 formats including JSON, CSV, Excel, and PDF. Restr…
|
D 40 2⁄5 | ||||||||
| 28930 |
vsftest
Claim
|
D 40 2⁄5 | ||||||||
| 28931 |
External Brain for AI Agents - persistent versioned memory for creators
|
D 40 2⁄5 | ||||||||
| 28932 |
Scan any URL, domain, or IP address for security threats using URLScanner.onlin…
|
D 40 2⁄5 | ||||||||
| 28933 |
Zerion API
Claim
Zerion API's MCP server provides access to onchain wallet data across Ethereum,…
|
D 40 2⁄5 | ||||||||
| 28934 |
snapcall-test2
Claim
Create instant Snapcall call links and recording sessions to capture photos and…
|
D 40 2⁄5 | ||||||||
| 28935 |
Core
Claim
Provides essential system utilities and file management capabilities. Streamlin…
|
D 40 2⁄5 | ||||||||
| 28936 |
Quick market data for AI workflows: real-time quotes, crypto prices, foreign ex…
|
D 40 2⁄5 | ||||||||
| 28937 |
barbell-tools
Claim
**CoachSync MCP** provides barbell strength training tools for AI assistants. B…
|
D 40 2⁄5 | ||||||||
| 28938 |
Wistia API
Claim
Manage Wistia videos, channels, folders, captions, customizations, and analytic…
|
D 40 2⁄5 | ||||||||
| 28939 |
Compress.new
Claim
Convert any webpage to clean markdown and feed it directly into AI agent workfl…
|
D 40 2⁄5 | ||||||||
| 28940 |
MCP server for querying live prop firm discount codes and comparing funded trad…
|
D 40 2⁄5 | ||||||||
| 28941 |
LexQ
Claim
LexQ is a rule engine with built-in simulation. Define, test, and deploy busine…
|
D 40 2⁄5 | ||||||||
| 28942 |
lux
Claim
Manage Lux Cloud database projects. Lux is a single database that replaces Redi…
|
D 40 2⁄5 | ||||||||
| 28943 |
kultur-dev
Claim
Cultural intelligence for AI: protect brands from reputational damage across 19…
|
D 40 2⁄5 | ||||||||
| 28944 |
Parsel
Claim
Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCS…
|
D 40 2⁄4 | ||||||||
| 28945 |
Tenant Launchpad
Claim
Create and launch new tenants with admin setup and starter templates. Authentic…
|
D 40 2⁄5 | ||||||||
| 28946 |
openlegi
Claim
Serveur MCP pour les sources juridiques suivantes :
- Legifrance
- Judilibre
-…
|
D 40 2⁄5 | ||||||||
| 28947 |
Global Chat MCP Server
Claim
Cross-protocol agent discovery. Search and register AI agents across MCP, A2A, …
|
D 40 2⁄5 | ||||||||
| 28948 |
cancersupport
Claim
|
D 40 2⁄5 | ||||||||
| 28949 |
CreateOS MCP
Claim
Deploy, manage, and scale full-stack applications directly from your AI assista…
|
D 40 2⁄5 | ||||||||
| 28950 | D 40 2⁄5 | |||||||||
