MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22751
ProfRandom92
Provides an interface to the CompText DSL Codex stored in Notion, enabling user…
C 63 44 60 38 80 81
22752
Niel-RunPod
RunPod MCP Server Claim 1
A Model Context Protocol server that enables interaction with the RunPod REST A…
C 63 43 51 66 N/A 42 89
22753 C 63 33 60 N/A N/A 24 95
22754
theYahia
MCP server for interacting with Yandex.Webmaster API to manage sites, retrieve …
C 63 33 49 58 83
22755
blacktop
ida-mcp-rs Claim
Headless IDA Pro MCP Server
C 63 43 56 32 N/A 78 92
22756
S-Corkum
Mirdan Claim
Automatically enhances developer prompts with quality requirements, codebase co…
C 63 44 84 20 60 81
22757
Prashantsingh1234
MCPDischarge Claim
A cross-department MCP server system for hospital discharge coordination, enabl…
C 63 33 60 N/A N/A 25 95
22758
RipperMercs
TensorFeed Claim
AI news, model pricing, service status, and machine-payable premium tools. AFTA…
C 63 33 54 53 83
22759
khengyun
Enables automated interactions with Google's NotebookLM through browser automat…
C 63 43 56 43 N/A 61 95
22760
agenerationforwordz-tech
strata Claim
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
C 63 33 72 N/A N/A 30 78
22761
prasadad
mcp-simple-pubmed Claim
C 63 43 64 46 N/A 42 95
22762
priyapanigrahy
Salesforce MCP Server Claim 1
Integrates Claude with Salesforce to enable natural language querying, modifica…
C 63 44 78 55 42 69
22763
Jbelieve
AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and ski…
C 63 33 62 N/A N/A 37 83
22764
emeryporter
Unity MCP Claim 1
A Model Context Protocol server that integrates AI assistants like Claude and C…
C 63 33 49 N/A N/A 44 95
22765
NERVsystems
cotlib Claim
cotlib is a secure, high-performance Go library for parsing, validating, and ge…
C 63 43 64 30 N/A 66 92
22766
unlomtrois
scholar-mcp Claim 1
MCP server for local semantic retrieval over a library of ebooks, using pplx-em…
C 63 33 59 N/A N/A 27 95
22767
cwmoore-ai
A lightweight FastAPI server that allows remote execution of shell commands on …
C 63 44 60 70 37 81
22768 C 63 33 60 N/A N/A 25 95
22769
universal-mcp
Provides a standardized interface for interacting with Rocketlane's tools and s…
C 63 33 48 46 95
22770
gethyper
mcp-ytmusic Claim
Enables users to search the YouTube Music catalog and manage playlists using na…
C 63 33 60 N/A N/A 24 95
22771
Fabrutus
mcp-servers Claim
C 63 43 68 60 N/A 28 87
22772
QustXuHao
paper-search-mcp Claim
C 63 43 76 28 N/A 47 95
22773
Fujitsu-AI
A server implementation that allows secure communication between MCP clients an…
C 63 44 80 43 42 78
22774
AnglerfishChess
chess-uci-mcp Claim
An MCP bridge that provides an interface to UCI-compatible chess engines like S…
C 63 43 64 41 N/A 52 92
22775
yoelbassin
GnuRadio Claim
GnuRadio
C 63 43 56 51 N/A 50 95
22776
umzcio
TDX MCP Server Claim 1
An MCP server that wraps the TeamDynamix (TDX) REST API, enabling AI-assisted I…
C 63 44 61 68 35 80
22777
ddalkakgames
UE5 MCP plugin for AI-driven Unreal Editor and game development workflows.
C 63 33 48 N/A N/A 45 95
22778
wxhzhwxhzh
DrissionPageMCP Claim
Provides browser automation via DrissionPage and FastMCP, enabling AI to contro…
C 63 43 66 55 N/A 36 87
22779
markswendsen-code
Nordstrom MCP Server Claim 1
A Model Context Protocol connector that allows users to search products, manage…
C 63 44 96 27 30 83
22780
besoeasy
open-skills Claim
Battle-tested skill library for AI agents. Save 98% of API costs with ready-to-…
C 63 33 58 N/A N/A 27 95
22781
claymore666
A unified Model Context Protocol Gateway that bridges LLM interfaces with vario…
C 63 44 88 47 18 81
22782
jaspertvdm
Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local mod…
C 63 33 54 N/A N/A 37 95
22783
vdlaptrinh
mcp4xiaozhi Claim
Provides MCP tools for Vietnamese 'On this day' history events, latest VNExpres…
C 63 33 60 N/A N/A 25 95
22784
golioth
tinymcp Claim
Let LLMs control embedded devices via the Model Context Protocol.
C 63 43 60 42 N/A 52 95
22785
call518
MCP-OpenStack-Ops Claim
A comprehensive MCP server providing OpenStack project management and monitorin…
C 63 43 64 41 60 87
22786
Immunogenic-prismspectroscope589
Blender MCP Claim 1
An MCP server that enables AI agents to control Blender through natural languag…
C 63 33 45 N/A N/A 50 95
22787
Siddharthablog
mcp-mstp Claim
An MCP server that enforces the Microsoft Manual of Style (MSTP) rules. It extr…
C 63 33 42 N/A N/A 54 95
22788
stephanj
LSP4J-MCP Claim
A Java MCP (Model Context Protocol) server that wraps JDTLS (Eclipse JDT Langua…
C 63 33 54 N/A N/A 35 95
22789
agentsdance
agentx Claim
AgentX - Agent Extension: MCP Servers, Agent Skills and Plugins Manager
C 63 43 64 22 N/A 71 95
22790
awslabs
IAM Policy Autopilot is an open source static code analysis tool that helps you…
C 63 44 64 33 N/A 79 81
22791
Sharmarajnish
Enables solving complex combinatorial optimization problems with logical and nu…
C 63 44 54 47 73 81
22792
isaacphi
MCP Language Server helps MCP enabled clients navigate codebases more easily by…
C 63 43 64 27 N/A 76 90
22793
DynamicEndpoints
Scans MESH by Viscount systems for default credential vulnerabilities, performs…
C 63 44 84 50 24 81
22794
flyanima
Open Search MCP Claim
A comprehensive Model Context Protocol server providing 33 specialized research…
C 63 43 64 36 N/A 57 95
22795
dpesch
MantisBT MCP Server Claim 1
Integrates MantisBT bug tracker into Claude and other MCP clients via the REST …
C 63 44 94 0 73 78
22796
ljadach
RTM MCP Server Claim 1
An MCP server that enables Claude to manage Remember The Milk tasks, lists, and…
C 63 44 57 46 69 84
22797
sinmb79
Commerce-MCP Claim
Enables natural-language control of e-commerce operations including product man…
C 63 33 48 N/A N/A 47 95
22798
dream-num
univer-mcp Claim
AI-powered spreadsheet automation through Model Context Protocol (MCP) server f…
C 63 33 54 N/A N/A 34 95
22799
zekozhang
mcp-remote-static Claim
Connects MCP clients to remote servers using static OAuth 2.0 client authentica…
C 63 44 62 43 67 80
22800 C 63 33 60 N/A N/A 24 95
Showing 22751–22800 of 67226 servers
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