MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 3 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32651
FO Semantic MCP Claim 1
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
N/A N/A 81
32652
ilo.begashvili
browserbase Claim
N/A N/A 95
32653
InfoseekAI
Find the lowest direct and 3P price for your hotel. Contact us for an API key a…
81
32654
Check daily SSAFY cafeteria menus by date. Get floor-specific lunch options to …
N/A N/A
32655 N/A N/A
32656
skavinvarnan
Calculate and analyze financial metrics efficiently with this tool. Simplify co…
N/A N/A 81
32657
rajabohemia94729
fdfd Claim
N/A N/A 95
32658
Free bootstrap MCP server for new agents. Pointers to the Mycelium ecosystem.
32659
Automates carbon credit project registration document review, transforming 6-8 …
N/A N/A
32660
jordan-s648
Real-time Polymarket analytics for AI agents. Query live prediction market data…
81
32661
kronan-mcp Claim
MCP server for the Krónan grocery store API (Iceland)
N/A N/A
32662
databazaar Claim
Agent-first data marketplace — AI agents search, purchase, and sell datasets vi…
N/A N/A
32663
32664
Comment moderation and intelligence for any article: bot/spam detection, multil…
32665
Splaticusamz
Enables AI assistants to access and manage Shopify store data including product…
32666
sbuysse
GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window…
N/A N/A
32667
duytnb79
A read-only MCP server that enables users to retrieve and interact with Backlog…
32668
DurkDiggler
Enables LLMs to execute common security testing tools like nmap, sqlmap, hydra,…
81
32669
foxhound Claim
MCP server for querying Foxhound traces from Claude Code, Cursor, and other MCP…
N/A N/A
32670
FREEZONEX
An MCP protocol server that provides access to supOS open APIs, allowing MCP-co…
81
32671
prakhar1605
Enables developers to find personalized open-source contributions by analyzing …
32672
npm Trends MCP Claim 1
npm package trends and weekly downloads over time. Free key at trendsmcp.ai
67
32673
DaniMH03
A universal gateway for the Oracle Hospitality Interface Platform (OHIP) that e…
81
32674
test260325
test_zikim Claim
81
32675
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
32676
cricket-2026 Claim 1
Cricket 2026 MCP — T20 World Cup + ICC tour matches. Tournaments, fixtures, pla…
67
32677
MemoryNexus
Memory Nexus Claim
Persistent memory and handoff intelligence layer for MCP agents. Most memory se…
32678 N/A N/A
32679
Nano Banana MCP
N/A N/A
32680 N/A N/A
32681
32682
david-mcp7 Claim
N/A N/A
32683 N/A N/A
32684
nyc-friend Claim
N/A N/A
32685 N/A N/A
32686 N/A N/A
32687
telldone Claim
N/A N/A
32688
canuckduckdevops
Canadian Civic Intelligence
32689
Rexi-sh
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
81
32690
kongyo2
This MCP server provides detailed GitHub repository information by integrating …
81
32691
peroperogames
Enables SSH connection management with remote command execution and file transf…
81
32692
MCP-Mirror
Enables reading and writing macOS system defaults and settings through commands…
N/A N/A 95
32693
BACH-AI-Tools
Enables creation, reading, and manipulation of Excel workbooks without Microsof…
81
32694
hobiecunningham
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
81
32695
bobbyhiddn
Ordinal-MCP Claim
Implements a structured communication bus that allows AI agents to send 'oracle…
N/A N/A 95
32696
Rih0z
Adversarial AI review API — independent AI reviews another AI's output. Stop LL…
32697
Query the AgentForge Trust Score (0-100 across five dimensions: security, code …
32698
MCP-Mirror
Enables MCP host applications to retrieve and process structured documentation …
81
32699
replica882
Enables Claude.ai to interact with Twitter/X by using browser automation to per…
N/A N/A
32700
citedbyai
Free AI citation readiness checker powered by Cited By AI's CPS® framework. Ins…
Showing 32651–32700 of 33379 servers
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