MCP Server Quality Scores

Independent quality analysis of 60996 public MCP servers

60996
Discovered
29977
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28101
wistia
Wistia API Claim
Manage Wistia videos, channels, folders, captions, customizations, and analytic…
D 40 25 0 81
28102
purmemo
pūrmemo Claim
AI conversation memory that works everywhere. Save and recall conversations acr…
D 40 25 0 81
28103
TeamK2K
Shared live context for AI agents and humans — API specs, DB schemas, and contr…
D 40 25 0 81
28104
pingzen
Monitor websites, APIs, and services with 44 tools across 22 protocols (HTTP, T…
D 40 25 0 81
28105
arjunkmrm
Navigate and understand GitHub repository documentation effortlessly by retriev…
D 40 25 0 81
28106
iamnortey
Operate and audit your Circle.so community from Claude with tools for spaces, p…
D 40 25 0 81
28107
aiamindennapokban
Billingo Claim
Manage invoices, partners, and business expenses through the Billingo platform.…
D 40 25 0 81
28108
f11m4at4
Perform quick addition, subtraction, multiplication, and division. Streamline n…
D 40 25 0 81
28109
intake-triage
Classifier Claim
Classify raw text into structured triage objects with intent, urgency, category…
D 40 25 0 81
28110
fhl
Quickly access any Bible verse or passage on the FHL site with a clean, readabl…
D 40 25 0 81
28111
Axialon
Agent-first task marketplace MCP — discover, claim, and deliver paid workspace …
D 40 25 0 81
28112
jarvis-stark1985
An MCP server providing superhero data and intelligence. Query heroes by name, …
D 40 25 0 81
28113
mike
Courier MCP Claim
Send and orchestrate cross-channel notifications with templates or custom messa…
D 40 25 0 81
28114
safeagent
Token safety for AI agents. 27 scam patterns, real honeypot simulation via DEX …
D 40 25 0 81
28115
aigen
DeFi data for AI agents. Real-time yields, gas prices, token prices, TVL. 6 EVM…
D 40 25 0 81
28116
artvepa80
HefestoAI Claim
Analyze code snippets for quality issues and semantic drift to maintain high so…
D 40 25 0 81
28117
apteka-health
apteka-cis Claim
CIS pharmacy aggregator — search medicines, compare prices, and find pharmacies…
D 40 25 0 81
28118
rosibisdev
Detects semantic gaps between texts. Use when a conversation is failing, a ques…
D 40 25 0 81
28119
node2flow
MCP server for Google's Gemini File Search and RAG (Retrieval-Augmented Generat…
D 40 25 0 81
28120
DataForB2B
DataForB2B Claim
DataForB2B is a people and company search API powering live data from public so…
D 40 25 0 81
28121
Polsia-Inc
312K+ FL commercial parcels, 6,400+ verified listings, AI visibility reports, x…
D 40 24 0 81
28122
mcp Claim
Official GitLab MCP Server
D 40 25 0 81
28123
KoursarosA
Younanix Memory MCP gives autonomous AI agents access to real-world engineering…
D 40 25 0 81
28124
GoodGoodCo
roundHR MCP Claim
roundHR MCP - Data Analysis report - Get Candidate info
D 40 25 0 81
28125
node2flow
Instagram Claim 1
MCP server for Instagram Graph API — publish photos, reels, carousels, and stor…
D 40 25 0 81
28126
speakmanai
speakmanai Claim
# SpeakmanAI MCP Server Generate professional **Solution Architecture Document…
D 40 25 0 81
28127
sheetsdata
SheetsData Claim
Instant access to electronic component datasheets — specs, pinouts, package inf…
D 40 25 0 81
28128
nponette
sucesio-mcp Claim
The AI Seller for Sucesio.io — digital estate planning for expats in Europe. S…
D 40 25 0 81
28129
competlab
Competitive intelligence platform with 24 tools. Monitor competitor pricing, co…
D 40 25 0 81
28130
mayla-debug
Schedule and manage Google Calendar events directly from your workspace. Check …
D 40 25 0 81
28131
SongJiangzhou
Enforce consistent C++ style and best practices across your codebase. Analyze n…
D 40 25 0 81
28132
hipaaagent
hipaa-agent Claim
AI-powered HIPAA compliance officer for healthcare practices. 73-tool scanning,…
D 40 25 0 81
28133
misarmail
MisarMail Claim
Full email marketing platform for AI assistants — 32 MCP tools for campaigns, c…
D 40 25 0 81
28134
cuilabs
Search and discover 600+ ranked AI agents, bots, LLMs, MCP servers, and framewo…
D 40 25 0 81
28135
Startvest-LLC
idealift-mcp Claim
Pre-backlog idea management with decision tracking, signals, and RICE scoring.
F 39 45 48 0 19 81
28136
CrawlConsole Claim 1
Backlink Analysis MCP for AI Agents: authority, referring domains, and competit…
F 38 25 0 76
28137
PolyBridge Claim 1
Calibrated probabilistic foresight for AI agents, powered by live prediction-ma…
F 38 35 0 48 67
28138
NextCut
NextCut Claim 1
Automate video creation and editing workflows by rendering scenes, templates, a…
F 36 45 44 0 12 81
28139
N3N-Seoul
Tavily Claim
Search the web for high-quality, up-to-date results, extract clean content, cra…
F 35 33 10 0 95
28140
BarnacleLabs
Conduct comprehensive literature reviews efficiently by searching research pape…
F 35 33 10 0 95
28141
momo590
Provide a specialized MCP server using Server-Sent Events (SSE) to integrate Im…
F 35 33 10 0 95
28142
Turf-Tech
Turf Network Claim
Get real-time market data across global equities and crypto to accelerate inves…
F 35 33 10 0 95
28143
Register a delivery confirmation pattern
F 34 25 0 67
28144
Governed access to enterprise SaaS tools through Averta MCP agents.
F 34 25 0 67
28145
PostgreSQL database administrator with serverless query routing.
F 34 25 0 67
28146
Brandyze Claim 1
French AI marketing intelligence: creators, brands, social listening — 158 MCP …
F 34 25 0 67
28147
Chili Piper Claim 1
Manage Chili Piper scheduling links, meetings, routing rules, and teams. Admin …
F 34 25 0 67
28148
Fibery Claim 1
Connect AI Assistant to Fibery — operating system for orgs run by nerds.
F 34 25 0 67
28149
Multi-asset whale forensics: BTC, ETH, SOL, USDT, tokenized gold. 45 tools, fre…
F 34 25 0 67
28150
Cross-product MCP server for CRM, LeadKit, ProjectKit, Bookio. 10 action types,…
F 34 25 0 67
Showing 28101–28150 of 60996 servers
« Prev 1 561 562 563 564 565 1220 Next »