MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22801
mariusei
Analyzes source code structure across multiple languages using tree-sitter, ext…
C 63 43 60 25 N/A 75 95
22802
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
22803
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
22804
MingHuiLiu
Enables AI assistants to interact with running Godot 4 C# games in real-time, p…
C 63 33 48 N/A N/A 44 95
22805
mojenmojen
Enables AI-powered task management in OmniFocus with support for project review…
C 63 43 54 65 N/A 31 95
22806
theYahia
cbr-mcp Claim 1
MCP server for Central Bank of Russia API — currency rates, key rate, precious …
C 63 33 51 N/A N/A 58 83
22807 C 63 33 54 N/A N/A 34 95
22808
agentsdance
agentx Claim
AgentX - Agent Extension: MCP Servers, Agent Skills and Plugins Manager
C 63 43 64 22 N/A 71 95
22809
jaskirat1616
Enables AI-powered parametric CAD design in Autodesk Fusion 360 through natural…
C 63 43 42 73 N/A 43 95
22810
adindotdev
ableton-mcp Claim 1
An MCP server that enables Claude to control Ableton Live in real-time via the …
C 63 43 65 52 N/A 35 92
22811
lbds137
A Model Context Protocol server that enables Claude to collaborate with Google'…
C 63 44 69 46 54 81
22812
Jbelieve
AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and ski…
C 63 33 62 N/A N/A 37 83
22813
CDataSoftware
Microsoft SQL Server MCP Server by CData
C 63 33 58 N/A N/A 30 95
22814
khengyun
Enables automated interactions with Google's NotebookLM through browser automat…
C 63 43 56 43 N/A 61 95
22815
joey-zhou
小智ESP32的Java企业级管理平台,提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案
C 63 43 50 40 N/A 71 95
22816
yzfly
MCP 资源精选, MCP指南,Claude MCP,MCP Servers, MCP Clients
C 63 33 48 N/A N/A 46 95
22817
cortex-works
cortex-scout Claim
A unified web extraction and stateful automation engine for AI. Replaces heavy …
C 63 44 64 40 N/A 68 82
22818
ProfRandom92
Provides an interface to the CompText DSL Codex stored in Notion, enabling user…
C 63 44 60 38 80 81
22819
Fujitsu-AI
A server implementation that allows secure communication between MCP clients an…
C 63 44 80 43 42 78
22820
CoplayDev
unity-mcp Claim
Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give yo…
C 63 43 64 30 N/A 69 90
22821
athola
skrills Claim
Coordinate skills between Codex, Copilot, and Claude Code. Validates, analyzes,…
C 63 43 64 20 N/A 74 95
22822
edgeandnode
Amp MCP Claim
Provides developer-focused documentation and tools for building applications on…
C 63 44 66 55 46 81
22823
BACH-AI-Tools
Excel MCP Server Claim
Enables AI agents to create, read, and modify Excel workbooks without requiring…
C 63 44 74 41 51 81
22824
etweisberg
MLB Stats Server Claim
Provide structured access to Major League Baseball statistics through an MCP se…
C 63 44 96 28 30 81
22825
teamssUTXO
Bitcoin-MCP-Server Claim
The first MCP Server dedicated to Bitcoin ecosystem
C 63 43 62 28 N/A 70 95
22826
tomgutt
Enables read-only access to LeanIX Multi-Tenant Management (MTM) API data throu…
C 63 44 78 57 24 81
22827
solonai-com
GrantAi Memory Claim
Persistent memory for AI agents. Infinite context with sub-millisecond recall.
C 63 33 50 N/A N/A 41 95
22828
afarhadi99
Expose WordPress and WooCommerce REST API tools to enable seamless integration …
C 63 43 74 55 N/A 22 89
22829
wxhzhwxhzh
DrissionPageMCP Claim
Provides browser automation via DrissionPage and FastMCP, enabling AI to contro…
C 63 43 66 55 N/A 36 87
22830
prasadad
mcp-simple-pubmed Claim
C 63 43 64 46 N/A 42 95
22831
Sharmarajnish
Enables solving complex combinatorial optimization problems with logical and nu…
C 63 44 54 47 73 81
22832
Edu963
ocultar-pii Claim
Zero-egress PII redaction for Claude. Runs locally — no data leaves your infras…
C 63 33 60 N/A N/A 53 75
22833
S-Corkum
Mirdan Claim
Automatically enhances developer prompts with quality requirements, codebase co…
C 63 44 84 20 60 81
22834
RipperMercs
TensorFeed Claim
AI news, model pricing, service status, and machine-payable premium tools. AFTA…
C 63 33 54 53 83
22835
19-84
redd-archiver Claim
A PostgreSQL-backed archive generator that creates browsable HTML archives from…
C 63 43 58 31 N/A 72 95
22836
exponentlabshq
Enables comprehensive Stacks blockchain development with 30+ specialized tools …
C 63 44 78 61 16 81
22837
SaeronLab
eda-mcp Claim 1
An MCP server for Electronic Design Automation that provides comprehensive tool…
C 63 43 69 31 N/A 53 95
22838
the-momentum
An MCP server that provides access to exported data from Apple Health. Data ana…
C 63 43 43 52 N/A 74 90
22839
ksgisang
AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loo…
C 63 33 54 N/A N/A 50 83
22840
kai-builder
Stacks MCP Server Claim 1
Enables interaction with the Stacks blockchain through Claude Desktop. Manage w…
C 63 43 42 63 N/A 62 90
22841
JackG27
Provides AI agents with SSH-based tools to manage Nokia SR Linux network device…
C 63 33 60 N/A N/A 25 95
22842
lingfan
Provides AI clients access to TdxQuant/通达信 financial data and trading capabilit…
C 63 33 54 N/A N/A 37 95
22843
OpsLevel
OpsLevel MCP Claim
OpsLevel MCP
C 63 44 68 36 67 80
22844
Geddart
RV MCP Server Claim
Bridges AI assistants to Autodesk RV for managing media review sessions through…
C 63 43 72 32 N/A 64 84
22845
acnlabs
A basic MCP server template that provides a foundation for building custom tool…
C 63 43 84 33 N/A 27 95
22846
codebyyassine
Enable your agents to interact with Discord through a selfbot interface using t…
C 63 33 54 N/A N/A 35 95
22847
theYahia
vk-mcp Claim 1
MCP server for VK API — wall posts, news search, users, groups. 4 tools.
C 63 33 51 N/A N/A 58 83
22848
Bdata0
Enables hotel booking operations through the Exely Distribution API via natural…
C 63 44 66 73 22 81
22849
jasondostal
Cairn Claim
Persistent memory for AI agents and humans. Store, search, and discover pattern…
C 63 43 56 41 N/A 81 82
22850
yangheeseok1
fiscal-api-mcp Claim
Provides AI agents with Korean national fiscal data (budgets, settlements, and …
C 63 33 54 N/A N/A 37 95
Showing 22801–22850 of 66518 servers
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