MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24681
Scored
1286
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33001
peec-ai-mcp Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
33002
SigNoz
MCP Server for SigNoz
N/A N/A
33003
Access and manage CenterPoint Connect data for property management, constructio…
N/A N/A
33004
Hyeongseob91
Generate detailed weapon recoil trajectory data for machine guns, pistols, and …
N/A N/A 95
33005
telldone Claim
N/A N/A
33006
Publish-ready articles on demand. Send a topic, get back SEO-optimized content …
N/A N/A 81
33007
Luckkyyy23
56 pay-per-call MCP endpoints for AI agents. Market signals, macro economics, c…
33008
canuckduckdevops
Canadian Civic Intelligence
33009
arthurpanhku
Arthor-Agent Claim
...
81
33010
airmang
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
N/A N/A 95
33011
Nolas-Shadow Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
N/A N/A
33012 N/A N/A 95
33013
cryptographer11
Crypto technical analysis inside Claude. Get live TA from Binance (EMA, RSI, MA…
33014
joe-watkins
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
N/A N/A 95
33015
accountsalmar
Connects to Odoo ERP to provide comprehensive inventory analysis, including dem…
81
33016 N/A N/A 95
33017 N/A N/A
33018 N/A N/A
33019
nyc-friend Claim
N/A N/A
33020
in-memoria Claim 1
Persistent codebase intelligence that gives AI assistants memory across sessions
N/A N/A 69
33021
abhishekmprovoke
Enables AI-powered mobile app testing and automation through Appium, using Azur…
81
33022
pipeworx-io
nominatim Claim
Nominatim MCP — wraps OpenStreetMap Nominatim geocoding API (free, no auth)
33023 N/A N/A
33024
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
N/A N/A 81
33025
Decodo
Enable your AI agents to scrape and parse web content dynamically, including ge…
N/A N/A 95
33026 N/A N/A
33027
Atlas MCP Claim
AI-powered MCP server for searching and conversing over FHIR R4 clinical docume…
33028 N/A N/A
33029
canvas-mcp Claim
N/A N/A
33030 N/A N/A
33031 N/A N/A
33032
getpay_mcp Claim
N/A N/A
33033
Get personalized workout recommendations based on your menstrual cycle phase. A…
N/A N/A
33034
salwks
SDS MCP Claim
Enables automated project analysis and structured development specification gen…
N/A N/A 95
33035
Stripe MCP Pack — read-only access to Stripe data via API key.
33036
Usaspending Claim
USAspending MCP — Federal spending data from USAspending.gov API
33037
MCP server for Pi-hole v6 API — manage multiple instances: queries, lists, grou…
N/A N/A
33038
Intercom Claim
Intercom MCP Pack — contacts, conversations, companies via OAuth.
33039
swift-sBi5
mistaike-ai Claim
N/A N/A 95
33040
Affiliate API for AI agents -- browse programs, generate tracked links, record …
N/A N/A
33041
MemoryNexus
Memory Nexus Claim
Persistent memory and handoff intelligence layer for MCP agents. Most memory se…
33042
zrszrszrs
zz Claim
N/A N/A 95
33043
cybercraftsolutionsllc
mcp-shield Claim
Trust verification for MCP servers. Check scores, scan for security issues, sea…
33044 N/A N/A
33045
Perform arithmetic and other common math calculations on demand. Combine operat…
N/A N/A
33046
MantisBT MCP server – manage issues, notes, files, tags, and relationships. Wit…
N/A N/A 61
33047
akshayrawat
Enables users to connect their Reflect account to MCP-compatible clients to man…
81
33048
esoiman
bizgpt Claim
N/A N/A 95
33049
Multi-agent billing and cost allocation tracking
N/A N/A
33050
Send friendly, personalized greetings to anyone by name. Toggle pirate mode for…
N/A N/A
Showing 33001–33050 of 33332 servers
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