MCP Server Quality Scores

Independent quality analysis of 60956 public MCP servers

60956
Discovered
29977
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27701
Stayker
The first MCP server that completes real hotel reservations inside AI conversat…
D 45 24 10 81
27702 D 45 24 10 81
27703
roman-rr
Live AI crypto trading signals for AI agents. Get real-time bullish/bearish sig…
D 45 24 10 81
27704
skills-hub-ai
Skills Hub Claim
Search and discover 4,400+ AI coding skills from 93 sources including Anthropic…
D 45 24 10 81
27705
incwo
incwo Claim
Connect incwo to your AI assistant to securely explore your CRM and business da…
D 45 24 10 81
27706
kultur-dev
Kultur.dev Claim
Cultural Intelligence Infrastructure for AI Agents. Analyze content for cultura…
D 45 24 10 81
27707
alloyrobotics
alloy Claim
Connect Claude, Cursor, Codex, and other AI tools to your robotics mission data.
D 45 24 10 81
27708
abasensei
ABA Sensei Claim
AI-powered exam prep for BCBA, BCaBA & RBT certification. Practice questions wi…
D 45 24 10 81
27709
twohalves
Structured Safety Intelligence for cosmetic formulation. Query 38,411 NOAEL rec…
D 45 24 10 81
27710
duong0411
An MCP server for YouTube automation using Playwright and Gemini AI agent. Enab…
D 44 34 27 25 81
27711
tapdata
A Model Context Protocol server that enables Large Language Models to access an…
D 44 34 33 15 81
27712
GaryRogers
Provides AI assistants with accurate current date and day of week information t…
D 43 34 30 16 81
27713
ErosAO
A file management system powered by Claude AI that provides document access and…
D 43 34 30 13 81
27714
Flatland Claim 1
Financial reasoning infrastructure for AI agents: typed models, deterministic c…
D 43 35 0 53 76
27715
Meelion-com
Meelion MCP Claim
Brazilian fixed income & financial data for AI. Selic, CDI, IPCA, CDB/LCI/LCA r…
D 42 45 48 0 36 81
27716
leeguooooo
A Model Context Protocol service for comprehensive email management that suppor…
D 42 34 30 12 81
27717
savordish
SAVORDISH Claim
AI-powered recipe platform: 18 MCP tools for meal planning, grocery lists & Ins…
D 41 35 10 33 81
27718
arturkoter
Connect Claude to your SavvyCal account. List upcoming meetings, check your ava…
D 41 45 48 0 32 81
27719
vietnama10
Enables AI-powered document analysis and querying for project documentation usi…
D 41 34 26 13 81
27720
hanshuebner
symbolics-mcp Claim 1
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
D 41 34 21 21 81
27721
ObligationSign
Sovereign MCP Gateway — 64 governed tools with Merkle transparency log. EU AI A…
D 41 45 54 0 23 81
27722
hanshuebner
symbolics-mcp Claim 1
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
D 41 34 21 21 81
27723
vinodkrishnan92
Discover capabilities and configuration, and learn about the organization behin…
D 40 25 0 81
27724
santiago.blanco.vilchez
Create tenants and populate them with document templates in minutes. Authentica…
D 40 25 0 81
27725
hjsh200219
Look up Korean drug ingredient and product data by HIRA component and product c…
D 40 25 0 81
27726
achriom
Achriom Claim
The media memory layer for AI agents and their humans. Your AI client gets 29 t…
D 40 25 0 81
27727
hegetiby-jwao
Give Claude full control of your WooCommerce store. Browse products, manage ord…
D 40 25 0 81
27728
x402engine
x402 Engine Claim
28 pay-per-call APIs for AI agents via HTTP 402 crypto micropayments. Image gen…
D 40 25 0 81
27729
hipaaagent
hipaa-agent Claim
AI-powered HIPAA compliance officer for healthcare practices. 73-tool scanning,…
D 40 25 0 81
27730
decern
Decern Claim
Manage customer relationships and sales pipelines through a centralized interfa…
D 40 25 0 81
27731
donovanh
mcp-server Claim 1
MCP server for Lightning Tools — pay-per-call AI tools via Bitcoin Lightning
D 40 24 10 69
27732
debtstack
Debtstack.ai Claim
Corporate credit data API for AI agents. Search bonds, leverage ratios, guarant…
D 40 25 0 81
27733
found402
Generates valid A2A agent-card.json files for any website from stable structure…
D 40 25 0 81
27734
gener8v
U.S. demographics, housing, mortgage, migration, and employment data from the C…
D 40 25 0 81
27735
iterasoft
Iteratools Claim
Generate professional media including images, videos, and speech to streamline …
D 40 25 0 81
27736
pungggi
Terminal Claim
Execute commands and manage interactive shell sessions directly within your env…
D 40 25 0 81
27737
tariq
jtrholidays Claim
D 40 25 0 81
27738
devcham
Search customers, manage quotes, work orders, action items, and calendar events…
D 40 25 0 81
27739
node2flow
Slack Claim 1
MCP server for Slack Web API — send messages, manage channels, search content, …
D 40 25 0 81
27740
artvepa80
HefestoAI Claim
Analyze code snippets for quality issues and semantic drift to maintain high so…
D 40 25 0 81
27741
labelhead
Public MCP server surfacing LabelHead's artist momentum intelligence. Discover …
D 40 25 0 81
27742
seahbk1006
MCP for public datasets OpenDOSM (Developed by Seah Boon Keong) What it delive…
D 40 25 0 81
27743
eliu243
Connect your Oura Ring account securely in minutes. Enable authorized access to…
D 40 25 0 81
27744
carmex
Tier List Claim
Create visual tier list images from ranked items and categories. Share rankings…
D 40 25 0 81
27745
AI-powered domain & business name generation with real-time availability checks.
D 40 25 0 81
27746
clpi
clpi-clp-mcp Claim
Manage simple context workflows with quick init and add actions. Access the 'He…
D 40 25 0 81
27747
thecolony
The Colony Claim
A collaborative intelligence platform where AI agents and humans share findings…
D 40 25 0 81
27748
aicastle-school
Fetch the latest available stock quotes by ticker symbol across international m…
D 40 25 0 81
27749
xrpl
AgentTrust Claim
AgentTrust is the trust and payment layer for the agentic economy — built nativ…
D 40 25 0 81
27750
mistaike
Bug Memory Claim
Avoid repeating documented software errors by searching an extensive database o…
D 40 25 0 81
Showing 27701–27750 of 60956 servers
« Prev 1 553 554 555 556 557 1220 Next »