MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30801 |
Gantta
Claim
Turn conversations into project plans. Gantta connects your AI assistant to a f…
|
F 30 3⁄5 | ||||||||
| 30802 |
rube
Claim
Connect your AI to 500+ apps like Gmail, Slack, GitHub, and Notion with streama…
|
F 30 3⁄5 | ||||||||
| 30803 |
quantoracle
Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
|
F 30 3⁄5 | ||||||||
| 30804 |
Kweenkl
Claim
Send instant push notifications directly to iOS devices to stay updated on impo…
|
F 30 3⁄5 | ||||||||
| 30805 |
vsfclubshilpa
Claim
|
F 30 3⁄5 | ||||||||
| 30806 |
AI Accountant for Quickbooks- recording, reconcile, month-end close
|
F 30 3⁄5 | ||||||||
| 30807 |
meetsync-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30808 |
Expert knowledge server about post-work mental deactivation. Helps professional…
|
F 30 3⁄5 | ||||||||
| 30809 |
Search millions of public GitHub repositories for real-world code patterns and …
|
F 30 3⁄5 | ||||||||
| 30810 |
huettentouren
Claim
Plan multi-day hut-to-hut hiking tours in the European Alps, powered by
live av…
|
F 30 3⁄5 | ||||||||
| 30811 |
Miro
Claim
Official Miro MCP server - Supports context to code and creating diagrams, docs…
|
F 30 3⁄5 | ||||||||
| 30812 |
Cantrip
Claim
Manage product strategy projects by tracking Ideal Customer Profiles, pain poin…
|
F 30 3⁄5 | ||||||||
| 30813 |
logsift
Claim
Query, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — d…
|
F 30 3⁄5 | ||||||||
| 30814 |
sekichi
Claim
Knowledge accumulation for AI coding agents. Records decisions, problems, and i…
|
F 30 3⁄5 | ||||||||
| 30815 |
GhostRouter-Lite
Claim
Real-time crypto price oracle (BTC/ETH/SOL/BNB). First 50 calls free, then 0.00…
|
F 30 3⁄5 | ||||||||
| 30816 |
trading
Claim
AI-powered trading strategy development: backtesting, market data, and portfoli…
|
F 30 3⁄5 | ||||||||
| 30817 |
DialogBrain
Claim
DialogBrain gives AI agents access to all your messaging channels — Telegram, W…
|
F 30 3⁄5 | ||||||||
| 30818 |
Real Estate MCP Server
Claim
Search Redfin property listings and get comprehensive property details. Filter …
|
F 30 3⁄5 | ||||||||
| 30819 |
maslo-consulting
Claim
|
F 30 3⁄5 | ||||||||
| 30820 |
mcp
Claim
Share prompts and context with your team and discover community collections.
|
F 30 3⁄5 | ||||||||
| 30821 |
kismet-travel
Claim
Kismet is the leader in AI driven hotel search. Find live hotel data for any of…
|
F 30 3⁄5 | ||||||||
| 30822 |
AI marketing agent for Google Ads, Meta, GA4, TikTok, LinkedIn, Shopify, HubSpo…
|
F 30 3⁄5 | ||||||||
| 30823 |
mifactory-logic-verifier
Claim
Verify reasoning chains before AI agents act. Pay-per-use MCP server.
|
F 30 3⁄5 | ||||||||
| 30824 |
openephemeris
Claim
The most complete astronomical computation engine available as an MCP server. O…
|
F 30 3⁄5 | ||||||||
| 30825 |
localingos
Claim
AI-powered app translation for developers. Push your source strings, get transl…
|
F 30 3⁄5 | ||||||||
| 30826 |
Dowhistle
Claim
Connect with local businesses and services through precise location-based searc…
|
F 30 3⁄5 | ||||||||
| 30827 |
Cookiy
Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
|
F 30 3⁄5 | ||||||||
| 30828 |
Pantry Persona
Claim
AI-powered kitchen management — pantry, recipes, meal plans, shopping lists
|
F 30 3⁄5 | ||||||||
| 30829 |
🥩 MeatLayer
Claim
Give your AI agent a body.
Post real-world tasks such as deliveries, photogra…
|
F 30 3⁄5 | ||||||||
| 30830 |
proof
Claim
# Proof
Code-validated pattern intelligence from pydantic-ai's actual sou…
|
F 30 3⁄5 | ||||||||
| 30831 |
DrillSpark MCP Server
Claim
Create and manage Mermaid.js flowcharts and diagrams with AI agents via MCP.
|
F 30 3⁄5 | ||||||||
| 30832 |
servicegraph
Claim
Datasets for founders: directories, newsletters, and agencies, with metrics att…
|
F 30 3⁄5 | ||||||||
| 30833 |
AgentPMT is the AI agent marketplace that turns any MCP-compatible AI assistant…
|
F 30 3⁄5 | ||||||||
| 30834 |
Context7
Claim
Access up-to-date documentation and code examples for any programming library o…
|
F 30 3⁄5 | ||||||||
| 30835 |
claw-net
Claim
AI agent orchestration — 12,000+ API endpoints, crypto data skills, Manifest ve…
|
F 30 3⁄5 | ||||||||
| 30836 |
Shirabe Calendar API
Claim
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
|
F 30 3⁄5 | ||||||||
| 30837 |
Bluegamma MCP
Claim
Access live interest rate forward curves, swap pricing, FX forwards, inflation …
|
F 30 3⁄5 | ||||||||
| 30838 |
Parsley
Claim
Query buyer intent signals, MEDDIC qualifications, and lead scores from your Pa…
|
F 30 3⁄5 | ||||||||
| 30839 |
sms-mcp
Claim
The Mobile Text Alerts SMS MCP server enables your AI to send SMS messages & ma…
|
F 30 3⁄5 | ||||||||
| 30840 |
GroundAPI
Claim
Real-time data API for AI Agents. One API key to access 13 tools: A-share stock…
|
F 30 3⁄5 | ||||||||
| 30841 |
VirtualSMS
Claim
Real SIM phone numbers for AI agents performing SMS verification across 2000+ s…
|
F 30 3⁄5 | ||||||||
| 30842 |
Athenic
Claim
Transform Your AI Assistant into a True Business Automation Platform
Athenic i…
|
F 30 3⁄5 | ||||||||
| 30843 |
Al Machino's Image Tools
Claim
Deterministic MCP image processing for the A2A economy.
Built by agents, for a…
|
F 30 3⁄5 | ||||||||
| 30844 |
Coupang
Claim
Search and browse products on Coupang to find competitive prices and daily disc…
|
F 30 3⁄5 | ||||||||
| 30845 |
Kyomi
Claim
Connect various data sources to visualize, monitor, and analyze complex dataset…
|
F 30 3⁄5 | ||||||||
| 30846 |
Leeroopedia
Claim
Access detailed documentation and API references for machine learning framework…
|
F 30 3⁄5 | ||||||||
| 30847 |
The Local Intel
Claim
text
Agentic local business intelligence for Florida — 983 ZIPs, OSM POI layer,…
|
F 30 3⁄5 | ||||||||
| 30848 |
Art Blocks
Claim
Discover, browse, and collect from 500+ on-chain generative art projects.
|
F 30 3⁄5 | ||||||||
| 30849 |
Email verification API for AI agents. Validate any email address in real-time w…
|
F 30 3⁄5 | ||||||||
| 30850 |
Tracking Time MCP
Claim
Query time entries, projects, tasks, and team productivity data from any AI ass…
|
F 30 3⁄5 | ||||||||