MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43701
Andre-Buzeli
Git MCP Claim
Enables comprehensive Git and GitHub operations through 30 DevOps tools includi…
81
43702
JackRiebel
Enables management of Cisco Identity Services Engine (ISE) resources through th…
N/A N/A 95
43703
waifuai
Simplified MCP server for managing Solana ICOs with multiple bonding curves, to…
N/A N/A
43704
kiwoongeom
gmc-mcp Claim
MCP server for Google Merchant Center, providing 126 tools to manage Google Sho…
43705
LuzzyMeow
LuzzyTool Claim
A local smart tool collection based on MCP that enables AI assistants to perfor…
N/A N/A
43706
seriallazer
This MCP server interacts with the Interactive Brokers API to fetch portfolio d…
43707
abdoosalomov
Custom MCP server for interacting with Jira, supporting issue management, searc…
N/A N/A
43708 N/A N/A 95
43709
P4ST4S
mcp-audit Claim
Transparent Go proxy that intercepts, signs, rate-limits, redacts, and audits a…
N/A N/A
43710
Poorgramer-Zack
Integrates GitHub Copilot CLI with MCP clients to offer various coding assistan…
N/A N/A
43711
lekt9
tiktok Claim
N/A N/A 95
43712
Raymondycp
mcpserver Claim
N/A N/A 95
43713 N/A N/A 95
43714
mattias242
Enables LLMs to read, search, and manage emails via IMAP with secure, read-only…
43715
FoggyStorm
Kratos-MCP Claim
A memory system for AI coding tools that stores and retrieves codebase context …
81
43716
farid-trip2
Moving estimates, box rentals, and delivery in BC. Requires Eco Van Move accoun…
43717
mariakasimceva0305-ux
Local service for currency rates and conversion using MCP and agent layer. Acce…
81
43718
EodHistoricalData
Enables interaction with EOD Historical Data APIs, providing access to 75 read-…
43719
beznazwiska
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
N/A N/A
43720
kwrkb
worklog-mcp Claim
A simple, searchable Markdown-based MCP server for saving and retrieving work l…
N/A N/A 95
43721
MukundaKatta
case-mcp Claim
MCP server: convert a string between case styles. Smart splitting handles mixed…
43722
Pollo3470
Enables natural language interaction with MoviePilot media library automation, …
N/A N/A 95
43723
luz33c
getgot Claim
N/A N/A 95
43724
kapruka
Enables searching and retrieving Sri Lankan business reviews and doctor profile…
43725
Aakashbhardwaj27
AI Scanner Claim
Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
N/A N/A 95
43726
axel-belfort
QR code generation API for AI agents. Generate QR codes from any text or URL: b…
81
43727
dennisdevulder
ltm Claim
Portable memory protocol for AI coding sessions. Push the state of a session (g…
N/A N/A 95
43728 N/A N/A 95
43729
agentic-eng
a2db Claim
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLG…
N/A N/A 95
43730
payhumans
The human API for AI agents. When your agent hits a task it can't do — verify a…
81
43731
mcp-hive
MCP Hive Claim
MCP Clients Pay for Access to Commercial MCP Servers. AI applications pay per r…
81
43732
statikfintechllc
A lightweight HTTP module that enables scraping visible text from any publicly …
N/A N/A 95
43733
mutamiri-sudo
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
43734
morrain
Enables scraping Zhihu webpages, getting hot questions, and publishing answers …
81
43735
CSOAI-ORG
focus-timer-ai-mcp MCP server by MEOK AI Labs
N/A N/A
43736
delta-and-beta
Maps Electron app IPC handlers to MCP tools and provides 33 built-in CDP tools …
N/A N/A
43737
superseoworld
semrush-mcp Claim
MCP server providing tools to access Semrush API data for domain analytics, key…
43738
coldielb
inked Claim
inked
81
43739
thanhtn2902
A comprehensive educational server demonstrating Model Context Protocol capabil…
81
43740
malamutemayhem
110+ tools for AI agents spanning social media, finance, gaming, music, AU-spec…
N/A N/A
43741
easyspace
spotify-mcp Claim
N/A N/A 95
43742
null
This MCP (Model Context Protocol) server provides access to UNHCR data through …
81
43743
MemoriLabs
mcp-memori Claim
With Memori's MCP server, your agent can retrieve relevant memories before answ…
81
43744
agentbay
AgentBay Claim
Persistent memory, teams, and …
81
43745
Rumblingb
search for best places to rent
43746
uicheck-ai
@uicheck/mcp Claim
Enables AI agents to capture screenshots and inspect DOM elements from connecte…
N/A N/A
43747
yusaaztrk
Provides tools to get random zoo animals, search by name, and filter by type, r…
81
43748
dmang-dev
mcp-bizhawk Claim
MCP server for BizHawk, the multi-system emulator. Drive NES, SNES, GB/GBC/GBA,…
N/A N/A
43749 N/A N/A 95
43750
Mikerichardmail
Clarity and memory persistent workspace context manager for Claude.
N/A N/A
Showing 43701–43750 of 45732 servers
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