MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33911
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22801
royalplugins
royal-mcp Claim
Security-first WordPress MCP server. 129 tools for Claude, ChatGPT, Gemini. Fre…
C 63 3⁄3 ◐ ⏳ 60 — — 25 95 —
22802
GUCCI-atlasv
skillssafe-mcp ⚡ Claim
Free AI agent skill security scanner. Scan SKILL.md, MCP configs, and system pr…
C 63 4⁄4 ◐ ⏳ 60 55 — 54 83 —
22803
pottekkat
sandbox-mcp Claim
A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely …
C 63 4⁄3 ◐ ⏳ 66 22 N/A 73 91 —
22804
441126098
Mongo-MCP ⚡ Claim
Enables LLMs to interact with MongoDB databases through a complete suite of CRU…
C 63 4⁄4 ◐ ⏳ 78 40 — 44 80 —
22805
skjortan23
Red-team-mcp ⚡ Claim 2
An MCP server for red teaming that enables AI agents to perform port scanning, …
C 63 3⁄3 ◐ ⏳ 57 N/A N/A 32 95 —
22806
universal-mcp
Provides a standardized interface for interacting with Rocketlane's tools and s…
C 63 3⁄3 ◐ ⏳ 48 — — 46 95 —
22807
physics91
Provides seamless access to 200+ AI models through OpenRouter's unified API, fe…
C 63 4⁄4 ◐ ⏳ 64 43 — 66 81 —
22808
Nicolasvegam
garmin-connect-mcp ⚡ Claim 1
An MCP server that provides access to Garmin Connect fitness, health, and train…
C 63 4⁄4 ◐ ⏳ 73 55 — 32 81 —
22809
scaratec
Trellio-MCP ⚡ Claim 1
Manage entire trello via MCP.
C 63 3⁄3 ◐ ⏳ 57 N/A N/A 58 75 —
22810
Prashantsingh1234
MCPDischarge Claim
A cross-department MCP server system for hospital discharge coordination, enabl…
C 63 3⁄3 ◐ ⏳ 60 N/A N/A 25 95 —
22811
theYahia
MCP server for interacting with Yandex.Webmaster API to manage sites, retrieve …
C 63 3⁄3 ◐ ⏳ 49 — — 58 83 —
22812
airmcp-com
A self-learning AI standards system that automatically detects patterns from us…
C 63 4⁄3 ◐ ⏳ 72 12 N/A 75 95 —
22813
awslabs
IAM Policy Autopilot is an open source static code analysis tool that helps you…
C 63 4⁄4 ◐ ⏳ 64 33 N/A 79 81 —
22814
lingfan
Provides AI clients access to TdxQuant/通达信 financial data and trading capabilit…
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 37 95 —
22815
davidlandais
ovh-api-mcp Claim 2
Code Mode MCP server for the entire OVH API. Two tools (search + execute) give …
C 63 4⁄3 ◐ ⏳ 45 66 — 72 75 —
22816
arjunprabhulal
Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational querie…
C 63 4⁄3 ◐ ⏳ 88 32 N/A 23 91 —
22817
agentsdance
agentx ⚡ Claim
AgentX - Agent Extension: MCP Servers, Agent Skills and Plugins Manager
C 63 4⁄3 ◐ ⏳ 64 22 N/A 71 95 —
22818
maydali28
memcp ⚡ Claim
Persistent memory MCP server that allows Claude to store, organize, and retriev…
C 63 4⁄3 ◐ ⏳ 60 31 N/A 74 92 —
22819
ProfRandom92
Provides an interface to the CompText DSL Codex stored in Notion, enabling user…
C 63 4⁄4 ◐ ⏳ 60 38 — 80 81 —
22820
Jakedismo
KuzuMem-MCP ⚡ Claim
A distributed memory bank MCP server that stores AI agent memories in a KùzuDB …
C 63 4⁄4 ◐ ⏳ 90 36 — 30 81 —
22821 C 63 3⁄3 ◐ ⏳ 48 N/A N/A 47 95 —
22822
markswendsen-code
Nordstrom MCP Server ⚡ Claim 1
A Model Context Protocol connector that allows users to search products, manage…
C 63 4⁄4 ◐ ⏳ 96 27 — 30 83 —
22823
uisato
Enables programmatic control over Ableton Live sessions through natural languag…
C 63 4⁄3 ◐ ⏳ 78 30 N/A 51 88 —
22824
besoeasy
open-skills Claim
Battle-tested skill library for AI agents. Save 98% of API costs with ready-to-…
C 63 3⁄3 ◐ ⏳ 58 N/A N/A 27 95 —
22825
ej-technologies
JProfiler ⚡ Claim
Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and m…
C 63 3⁄3 ◐ ⏳ 50 N/A N/A 41 95 —
22826
Sengtocxoen
SAST MCP Server ⚡ Claim
Integrates 15+ static application security testing tools (Semgrep, Bandit, Truf…
C 63 4⁄4 ◐ ⏳ 90 31 — 43 76 —
22827 C 63 3⁄3 ◐ ⏳ 54 N/A N/A 34 95 —
22828
flyanima
Open Search MCP ⚡ Claim
A comprehensive Model Context Protocol server providing 33 specialized research…
C 63 4⁄3 ◐ ⏳ 64 36 N/A 57 95 —
22829
CloakedAgent
Trustless spending accounts for AI agents on Solana with on-chain enforced limi…
C 63 4⁄3 ◐ ⏳ 60 42 N/A 54 95 —
22830
yzfly
MCP 资源精选, MCP指南,Claude MCP,MCP Servers, MCP Clients
C 63 3⁄3 ◐ ⏳ 48 N/A N/A 46 95 —
22831
jonaolden
tabular-mcp
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 36 95 —
22832
wxhzhwxhzh
DrissionPageMCP ⚡ Claim
Provides browser automation via DrissionPage and FastMCP, enabling AI to contro…
C 63 4⁄3 ◐ ⏳ 66 55 N/A 36 87 —
22833
Algovate
XHS MCP ⚡ Claim
Enables interaction with Xiaohongshu (Little Red Book) platform through automat…
C 63 4⁄3 ◐ ⏳ 54 43 N/A 62 95 —
22834
yangheeseok1
fiscal-api-mcp ⚡ Claim
Provides AI agents with Korean national fiscal data (budgets, settlements, and …
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 37 95 —
22835
CloudWaddie
OSINT MCP Server ⚡ Claim 1
A comprehensive MCP server providing tools for IP, domain, email, and image-bas…
C 63 4⁄4 ◐ ⏳ 60 75 — 30 80 —
22836
Niel-RunPod
RunPod MCP Server ⚡ Claim 1
A Model Context Protocol server that enables interaction with the RunPod REST A…
C 63 4⁄3 ◐ ⏳ 51 66 N/A 42 89 —
22837
yoelbassin
GnuRadio ⚡ Claim
GnuRadio
C 63 4⁄3 ◐ ⏳ 56 51 N/A 50 95 —
22838
golioth
tinymcp Claim
Let LLMs control embedded devices via the Model Context Protocol.
C 63 4⁄3 ◐ ⏳ 60 42 N/A 52 95 —
22839
yeison-liscano
A demonstration MCP server that provides example tools for weather queries, tim…
C 63 4⁄4 ◐ ⏳ 56 70 — 43 81 —
22840
sseaan
mcp-server-inbox ⚡ Claim 1
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 34 95 —
22841
strangeadvancedmarketing
Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes…
C 63 4⁄3 ◐ ⏳ 84 0 N/A 78 89 —
22842
agenerationforwordz-tech
strata Claim
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
C 63 3⁄3 ◐ ⏳ 72 N/A N/A 30 78 —
22843
Xodus-CO
hcloud-mcp ⚡ Claim 1
A Model Context Protocol server for the Hetzner Cloud API that enables natural …
C 63 4⁄4 ◐ ⏳ 57 71 — 39 82 —
22844
patelnav
Facilitates real-time tool discovery and documentation retrieval for command-li…
C 63 4⁄3 ◐ ⏳ 60 68 N/A 21 92 —
22845
theYahia
vk-mcp ⚡ Claim 1
MCP server for VK API — wall posts, news search, users, groups. 4 tools.
C 63 3⁄3 ◐ ⏳ 51 N/A N/A 58 83 —
22846
nisalgunawardhana
This guide will help you set up a basic MCP (Model Context Protocol) server in …
C 63 3⁄3 ◐ ⏳ 48 N/A N/A 45 95 —
22847
NERVsystems
cotlib Claim
cotlib is a secure, high-performance Go library for parsing, validating, and ge…
C 63 4⁄3 ◐ ⏳ 64 30 N/A 66 92 —
22848
Azure
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your …
C 63 4⁄3 ◐ ⏳ 60 30 N/A 73 92 —
22849
78degrees
ghosthunt ⚡ Claim
Find every leaked secret on your machine — API keys in .env files, shell histor…
C 63 3⁄3 ◐ ⏳ 62 N/A N/A 37 83 —
22850
datafe
Enables AI agents to generate chart visualizations by interacting with QuickCha…
C 63 4⁄4 ◐ ⏳ 72 51 — 42 81 —
Showing 22801–22850 of 69236 servers
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