MCP Server Quality Scores
Independent quality analysis of 61045 public MCP servers
Last updated 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28901 |
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
|
F 30 3⁄5 | ||||||||
| 28902 |
trading
Claim
AI-powered trading strategy development: backtesting, market data, and portfoli…
|
F 30 3⁄5 | ||||||||
| 28903 |
cultural-intelligence
Claim
The cultural GPS for AI commerce. 504,472 aesthetic worlds mapped across 193 d…
|
F 30 3⁄5 | ||||||||
| 28904 |
property-api
Claim
Property intelligence API for US real estate. Returns 16+ data points for any U…
|
F 30 3⁄5 | ||||||||
| 28905 |
tradingcalc-mcp
Claim
19 deterministic crypto futures calculators and workflows across 4 suites. Trad…
|
F 30 3⁄5 | ||||||||
| 28906 |
rube
Claim
Connect your AI to 500+ apps like Gmail, Slack, GitHub, and Notion with streama…
|
F 30 3⁄5 | ||||||||
| 28907 |
markdown-to-notion
Claim
Convert markdown into polished Notion pages while preserving structure and form…
|
F 30 3⁄5 | ||||||||
| 28908 |
verifiedstate-mcp
Claim
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
|
F 30 3⁄5 | ||||||||
| 28909 |
HS Code Classifier
Claim
Classify products to official HS codes and validate supplier codes before custo…
|
F 30 2⁄4 | ||||||||
| 28910 |
Analog
Claim
Access and analyze real-time geographic sensor data across various global locat…
|
F 30 3⁄5 | ||||||||
| 28911 |
Newsmind
Claim
Connect your RSS feeds to ChatGPT and Claude. Search, dedupe, OPML import. Host…
|
F 30 3⁄5 | ||||||||
| 28912 |
promolink
Claim
Music promo platform: email campaigns, Instagram DMs, Spotify discovery, SmartL…
|
F 30 3⁄5 | ||||||||
| 28913 |
fungenerators
Claim
|
F 30 3⁄5 | ||||||||
| 28914 |
# Kash MCP Server — Official Integration
> **Connect your Kash business to Cla…
|
F 30 3⁄5 | ||||||||
| 28915 |
Kyrgyz News
Claim
Access the latest news and trending stories from Kyrgyzstan. Search for specifi…
|
F 30 3⁄5 | ||||||||
| 28916 |
Rastreador de precios para Mercado Libre Mexico. 120K+ productos con historial …
|
F 30 3⁄5 | ||||||||
| 28917 |
Gmail
Claim
Manage your Gmail inbox � send and read emails, organize with labels, manage dr…
|
F 30 3⁄5 | ||||||||
| 28918 |
sbb-mcp
Claim
Independent MCP server by swisstrip for Swiss Federal Railways (SBB/CFF/FFS) — …
|
F 30 3⁄5 | ||||||||
| 28919 |
Color Palette
Claim
Create harmonious color palettes based on theory and convert colors between for…
|
F 30 3⁄5 | ||||||||
| 28920 |
versedb-mcp
Claim
Comic book database — search comics, creators, characters, and manage your coll…
|
F 30 3⁄5 | ||||||||
| 28921 |
Saber
Claim
Sales intelligence — research companies, qualify prospects, and find contacts.
|
F 30 3⁄5 | ||||||||
| 28922 |
eSIM
Claim
Manage and purchase UK domestic eSIM plans with real-time inventory checking. S…
|
F 30 3⁄5 | ||||||||
| 28923 |
JHJ-email-mcp
Claim
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
|
F 30 3⁄5 | ||||||||
| 28924 |
Data Transform Agent
Claim
Converts complex information between diverse formats including JSON, CSV, PDF, …
|
F 30 3⁄5 | ||||||||
| 28925 |
Temporal Cortex MCP
Claim
Temporal Cortex is a Model Context Protocol server that gives AI agents determi…
|
F 30 3⁄5 | ||||||||
| 28926 |
Conducts deep, structured research using a specialized 7-step methodology to en…
|
F 30 3⁄5 | ||||||||
| 28927 |
pipeworx gateway
Claim
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
|
F 30 3⁄5 | ||||||||
| 28928 |
nordic-financial-mcp
Claim
Semantic search across 375,000+ Nordic financial documents for AI agents. Cover…
|
F 30 3⁄5 | ||||||||
| 28929 |
SecurityScan
Claim
Scans GitHub repositories and skills for vulnerabilities like prompt injection,…
|
F 30 3⁄5 | ||||||||
| 28930 |
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
|
F 30 3⁄5 | ||||||||
| 28931 |
mcp-shorturl
Claim
|
F 30 3⁄5 | ||||||||
| 28932 |
Card Catalog
Claim
Authenticate identities and earn professional certification badges through tier…
|
F 30 3⁄5 | ||||||||
| 28933 |
DeepWiki
Claim
Explore and query GitHub repository documentation in depth. Browse wiki topics,…
|
F 30 3⁄5 | ||||||||
| 28934 |
Tracking Time MCP
Claim
Query time entries, projects, tasks, and team productivity data from any AI ass…
|
F 30 3⁄5 | ||||||||
| 28935 |
vsf-club
Claim
|
F 30 3⁄5 | ||||||||
| 28936 |
mlb-api-mcp-2033
Claim
|
F 30 3⁄5 | ||||||||
| 28937 |
Let's Clarify
Claim
Your AI agent creates a form via API — one recipient for a quick approval, or t…
|
F 30 3⁄5 | ||||||||
| 28938 |
Scrptly AI Video Agent
Claim
Create videos from text prompts and optional reference images. Track progress a…
|
F 30 3⁄5 | ||||||||
| 28939 |
Cookiy
Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
|
F 30 3⁄5 | ||||||||
| 28940 |
An MCP server that provides access to Agility CMS. See https://mcp.agilitycms.…
|
F 30 3⁄5 | ||||||||
| 28941 |
Bible MCP
Claim
Get Scripture from the Bible using Bible MCP.
Thank you to AO Lab for the Fre…
|
F 30 3⁄5 | ||||||||
| 28942 |
InstaPods
Claim
Manage cloud deployments and application hosting environments. Execute shell co…
|
F 30 3⁄5 | ||||||||
| 28943 |
weatherdemo
Claim
Access authoritative U.S. weather alerts, forecasts, radar, and observations fr…
|
F 30 3⁄5 | ||||||||
| 28944 |
beleg.bot
Claim
The official beleg.bot MCP server. It enables AI assistants to manage business …
|
F 30 3⁄5 | ||||||||
| 28945 |
Flash
Claim
Run a task with a background agent in a sandboxed container. The agent can read…
|
F 30 3⁄5 | ||||||||
| 28946 |
Oracle-42 Intelligence
Claim
Sovereign AI intelligence platform with 94,000+ threat intelligence data points…
|
F 30 3⁄5 | ||||||||
| 28947 |
MCP server for Telegram Bot API — send messages, photos, videos, polls, manage …
|
F 30 3⁄5 | ||||||||
| 28948 |
Penfield
Claim
Manages long-term memory and cognitive state to enable personalized and consist…
|
F 30 3⁄5 | ||||||||
| 28949 |
Peach AI MCP is an MCP to manage templates, chatbots and messaging using WhatsA…
|
F 30 3⁄5 | ||||||||
| 28950 |
notevault-mcp
Claim
|
F 30 3⁄5 | ||||||||