MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 4 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4251
jeelidev
Provides AI assistants with persistent, graph-based memory using Neo4j, enablin…
B 75 55 60 100 50 81 78
4252
yigitkonur
example-mcp-server-sse
B 75 55 78 71 40 81 97
4253
LionSR
MCP Apple Mail Claim 1
Enables integration with Apple Mail on macOS using JavaScript for Automation (J…
B 75 54 78 70 N/A 23 92 100
4254
qingmu0v0
mysql_mcp Claim
B 75 54 90 68 N/A 29 87 88
4255
vipincr
Imagen MCP Server Claim
Enables AI assistants to generate high-quality images using Google's Gemini and…
B 75 55 88 43 66 81 99
4256
Salen-Project
ticktick-mcp Claim 1
[TickTick](https://ticktick.com/) MCP server using the official OAuth 2.0 API. …
B 75 55 61 75 63 78 100
4257
Antonytm
mcp-sitecore-server Claim 1
A Model Context Protocol server for Sitecore
B 75 54 59 66 N/A 78 87 93
4258
boecht
Enables access to BitSight security rating data through company search and rati…
B 75 55 88 37 84 81 91
4259
WhenMoon-afk
Save conversation state, resume work across sessions, and organize multiple sna…
B 75 54 78 53 N/A 56 95 92
4260
Yuchen20
Memory-Plus Claim
🧠 𝑴𝒆𝒎𝒐𝒓𝒚-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily r…
B 75 54 76 55 N/A 55 95 90
4261
sadjad-chrono
MCP Learning Claim
A learning-focused MCP server that demonstrates how to build arithmetic tools f…
B 75 54 74 58 N/A 44 95 100
4262
JDJR2024
A document conversion server that transforms various file formats (PDFs, docume…
B 75 55 90 57 43 78 100
4263
chrismannina
PubMed MCP Server Claim
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
B 75 55 100 48 42 81 94
4264
andypost
Trello MCP Server Claim 1
Enables interaction with Trello boards, lists, and cards through Model Context …
B 75 55 90 71 17 81 100
4265
truaxki
MCP Variance Log Claim 1
Agentic tool that looks for statistical variations in conversation structure an…
B 75 54 90 57 N/A 39 87 94
4266
beverage
Integrates the levelang.app translation API with AI assistants to provide trans…
B 75 55 60 82 56 83 92
4267
paolodalprato
Ollama MCP Server Claim
Enables complete local Ollama management including listing models, chatting wit…
B 75 54 94 36 N/A 52 95 94
4268
solanaprox
solanaprox-mcp Claim 1
Description: Pay-per-request access to Claude and GPT models via Solana USDC us…
B 75 55 86 65 32 80 99
4269
my-mcp-hub
mcp-kit Claim
A CLI tool to create MCP (Model Context Protocol) applications with ease.
B 75 54 88 50 N/A 76 91 67 HA
4270
maoruibin
MCP-Server-Inbox Claim 1
MCP server that integrates with inBox note-taking API, allowing users to create…
B 75 55 80 65 40 80 100
4271
igorgarbuz
Enables AI assistants to control Spotify playback, manage playlists, search mus…
B 75 55 72 100 N/A 37 95 55
4272
mem0ai
mem0-mcp Claim 1
A Model Context Protocol server for Mem0 that helps manage coding preferences a…
B 75 55 45 100 N/A 53 95 82
4273
tspspi
MCP MQTT Server Claim
Enables LLM agents to interact with MQTT brokers through publish, subscribe, an…
B 75 55 72 68 53 81 98
4274
kazuph
A Model-Context Protocol Server for YouTube in Jp
B 75 54 68 60 N/A 69 92 89
4275
leonardsellem
MCP server that lets Codex delegate to isolated codex exec sub-agents, selectin…
B 75 55 84 82 N/A 63 95 44
4276
kukapay
Providing real-time access to Chainlink's decentralized on-chain price feeds.
B 75 55 88 58 43 80 99
4277
Doriandarko
Sora MCP Server Claim
Integrates with OpenAI's Sora 2 API to generate, remix, and manage AI-generated…
B 75 55 80 66 50 81 93
4278
FantomaSkaRus1
telegram-bot-mcp Claim
Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bo…
B 75 55 84 82 49 81 71
4279
cslv1
Enables AI agents to traverse SysML v2 model graphs, query requirements, and pe…
B 75 54 86 58 N/A 35 88 98
4280
dnakov
Frida MCP Claim 1
An MCP-compliant server that enables AI systems to interact with mobile and des…
B 75 55 68 100 45 81 69
4281
ZASRD
A basic example demonstrating how to develop and run a serverless Model Context…
B 75 66 78 75 85 21 81 94
4282
davehenke
rekordbox-mcp Claim 1
MCP server for rekordbox DJ database access. Provides read-only querying of tra…
B 75 55 53 82 N/A 46 95 99
4283
ExpertVagabond
guardrails Claim
AI Agent Guardrails MCP server - security layer
B 75 54 90 38 N/A 50 95 99
4284
airy10
GEDCOM MCP Server Claim
Enables AI agents to create, edit, and query genealogical data from GEDCOM file…
B 75 55 84 56 59 81 91
4285
rogerheykoop
Enables capturing high-quality native macOS screenshots using Safari through a …
B 75 55 78 100 N/A 42 95 45
4286 B 75 54 72 66 N/A 54 92 90
4287
jasperket
Clanki Claim 2
An MCP server that enables AI assistants like Claude to interact with Anki flas…
B 75 55 79 100 N/A 47 95 38
4288
jezweb
Provides seamless integration with NASA's public APIs, enabling AI assistants t…
B 75 55 78 63 54 80 99
4289
leependu
Enables AI assistants to automatically identify which machine they're working w…
B 75 54 78 52 N/A 44 94 100
4290
moneyflowz367
Enables users to manage affiliate marketing directly within Claude by connectin…
B 75 55 76 71 35 83 100
4291
ernestgwilsonii
Provides AI assistants with the ability to lint, validate, and auto-fix Markdow…
B 75 55 78 60 52 81 100
4292
sophotechlabs
kube-lint-mcp Claim
MCP server to lint and validate Kubernetes-related manifests(Helm, FluxCD, Argo…
B 75 55 90 28 81 83 96
4293
mikeysrecipes
A server that integrates the dnstwist DNS fuzzing tool with MCP-compatible appl…
B 75 54 78 57 N/A 41 95 96
4294
anthony-maio
Cartograph Claim
Repo analysis for coding agents with ranked files, dependency maps, and task-sc…
B 75 54 60 57 N/A 81 90 96
4295
KrishnaRandad2023
reddit-mcp Claim
This server provides AI agents with tools to fetch, post and search on Reddit.
B 75 55 78 68 39 83 99
4296
lcbro
LCBro Claim
A powerful MCP server for browser automation that supports both Playwright and …
B 75 55 84 68 37 81 94
4297
markswendsen-code
GoodRx MCP Server Claim
Enables AI assistants to search for real-time prescription drug prices, find lo…
B 75 54 90 60 N/A 35 89 90
4298
MrGNSS
Desktop Commander MCP Claim 2
A server that lets Claude desktop app execute terminal commands on your compute…
B 75 55 94 82 N/A 43 87 53
4299
GutjahrAI
Enables AI assistants to integrate with SAP systems via OData REST APIs for que…
B 75 55 92 71 18 81 95
4300
sanchisingh01
An MCP server that enables Gmail integration, allowing users to manage emails (…
B 75 54 71 63 N/A 43 95 97
Showing 4251–4300 of 30006 servers
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