MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45901
procload
Connects AI assistants to Dungeons & Dragons 5e game information via the Model …
45902
signalclaude
Interagent Claim
An MCP server that enables multiple Claude Code agents to communicate, share me…
N/A N/A
45903
@ssdeanx
ssd-ai Claim
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
N/A N/A 95
45904
untitledfinancial
dpx-mcp Claim
Settlement protocol MCP server for institutional cross-border USDC transactions…
45905
12345678969696969
Exposes popular OSINT and reconnaissance tools like Sherlock, SpiderFoot, and H…
81
45906
fernandoabolafio
repobase-mcp Claim
MCP server for indexing and searching Git repositories with AI. Enables tools l…
N/A N/A
45907
teresjsiu
A FastMCP-based server that provides complete Slack integration for Cursor IDE,…
N/A N/A 95
45908
delmas41
Render music notation (SVG/MusicXML/MIDI), analyze, search music theory. Free, …
N/A N/A
45909
SimformSolutionsPvtLtd
An MCP server for local testing that enables file management operations, requir…
N/A N/A
45910
Dokkabei97
Enables orchestrating multiple AI CLI agents (Claude Code, Codex, Gemini CLI, C…
N/A N/A
45911 N/A N/A 95
45912
RyanJamesStewart
prompt-time Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
N/A N/A
45913
Wordbe
Creates Windows-compatible ZIP files from macOS by normalizing Unicode filename…
N/A N/A
45914
moxiespirit
Futures volatility intelligence: forecasts, regime detection, signals, and anal…
N/A N/A 83
45915
hypnosis
Universal Docker MCP server for AI assistants (Cursor, Claude Desktop). Manage …
45916
mittwald
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
45917
mindcase-co
Mindcase Claim
Access 30+ data collection agents from Claude with natural language.
N/A N/A 83
45918
lioensky
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
45919
cathalos92
Structured AI project planning: cycles, tasks, strategy reviews, and build hand…
N/A N/A 95
45920
wyre-technology
blumira-mcp Claim
An MCP server for Blumira SIEM platform, enabling management of security event …
45921
Arenafriends
valerie-mcp Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
N/A N/A
45922
thomasxm
AI-powered threat hunting and incident response MCP server for Elasticsearch/Op…
N/A N/A 67
45923
slack-samples
Enables building AI-powered Slack apps using the Slack MCP server and OpenAI mo…
45924
Efabien
Enables interaction with Linear workspace through the Model Context Protocol, s…
45925
keen-mcp
MindMap Claim
Turn outlines and hierarchical notes into interactive mind maps through a hoste…
45926
yuly3
A Model Context Protocol server that connects to Snowflake databases and execut…
45927 81
45928
hjpotter92
An MCP server that provides access to the DataPacket GraphQL API, enabling LLMs…
45929
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
45930
JackKuo666
A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…
45931 N/A N/A 95
45932
agentcall
AgentCall Claim
Programmable phone numbers for AI agents. Provision numbers, send/receive SMS, …
81
45933
shuakami
mcp-docsrs Claim
A Docs.rs MCP server that enables AI models to deeply access Rust crate documen…
45934
WALTER-WRITES
Walter Remote MCP Server — AI humanization and detection tools
45935
shubhamshnd
ytmcp Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
45936
fgh23333
Demo Claim
A Python MCP server for Cline integration, providing tools for file analysis an…
45937
AlexMiaWat
Enables AI agents to interact with 1C:Enterprise databases through natural lang…
45938
scarr7981
Provides LLMs with structured workflow guidance and next-step instructions for …
N/A N/A
45939
jmacaggi-gfm
Exposes Google Ads and Meta Marketing performance data, campaign settings, and …
N/A N/A
45940
pipeworx-io
Airnow Claim
EPA AirNow MCP — official US real-time AQI + forecast (free key)
45941
dansever
portt-ai Claim
N/A N/A 95
45942
xue20010808
Enables exploration and search of local filesystems using glob pattern matching…
N/A N/A 95
45943 N/A N/A 95
45944
0xCaptain888
ScoutAgent Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
45945 N/A N/A 95
45946
bencousins22
ok Claim
N/A N/A 95
45947
onlythebestswfl
customclaw Claim
A curated registry of small, focused utilities for building LLM and agent code …
81
45948
rafiattrach
M3 Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
45949
CloneYourProj0
MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…
45950
ihrpr
Enables programmatic interaction with Jupyter notebooks, allowing reading, edit…
N/A N/A
Showing 45901–45950 of 46053 servers