MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10951
czangyeob
MCP PII Tools Claim
Enables high-precision detection, anonymization, encryption and decryption of p…
C 64 55 80 43 22 81 82
10952
benshabbat
Enables full automation of Sport5 Fantasy League management including team anal…
C 64 54 78 62 N/A 21 90 55
10953
quintana1308
MCP MariaDB Server Claim
Enables AI assistants to interact with MariaDB databases through SQL operations…
C 64 55 66 38 39 81 96
10954
CH-122
MCP Server Demo Claim
A monorepo containing three Model Context Protocol (MCP) servers that enable na…
C 64 55 66 61 23 81 81
10955
Valerio357
mcp_server1 Claim
C 64 54 46 60 N/A 21 95 92
10956
flyfox666
A template for deploying authentication-free remote MCP servers on Cloudflare W…
C 64 55 48 70 29 83 83
10957
LLMBaseAI
Enables fetching and processing web content with advanced features including ba…
C 64 66 90 62 0 59 80 93
10958
lpigeon
The Unitree Go2 MCP Server is a server built on the MCP that enables users to c…
C 64 54 66 22 N/A 56 90 86
10959
NINGyv179
MCP-FEISHU Claim
A microservice control plane server that fetches API information from Feishu Op…
C 64 55 60 71 23 81 77
10960
aadilakbar
Enables AI assistants to interact with Odoo data using natural language to sear…
C 64 55 54 46 47 80 95
10961
Devang0907
SolanaBot Claim
Enables interaction with the Solana blockchain through Claude Desktop, allowing…
C 64 55 62 57 29 76 88
10962
HendryAvila
Hoofy Claim 1
Hoofy — AI development companion MCP server. Persistent memory, spec-driven dev…
C 64 64 84 57 0 73 92 82
10963
chylove1982
An MCP server that enables file transmission, voice message processing, and voi…
C 64 54 57 48 N/A 38 84 89
10964
The-AI-Workshops
SearXNG MCP Server Claim
Enables AI agents to perform privacy-respecting web searches through SearXNG, w…
C 64 55 76 45 22 82 86
10965
andrey-zhuravl
MCP Desktop Tools Claim
Enables searching text across configured local workspaces using ripgrep. Provid…
C 64 54 60 28 N/A 44 95 91
10966
PlayAINetwork
Katana MCP Server Claim 1
Enables seamless interaction with the Katana network for cross-chain bridging, …
C 64 55 60 56 41 71 90
10967
sbmagar13
A Model Context Protocol server that enables AI assistants to programmatically …
C 64 55 61 41 41 81 95
10968
minhalvp
Android MCP Server Claim 1
A server enabling programmatic control over Android devices through ADB, provid…
C 64 54 72 22 N/A 49 82 98
10969
TaichiHo
A MCP server that can run Kubernetes commands with a given kubeconfig path and …
C 64 55 63 83 N/A 19 95 46
10970
keptlive
VIN MCP Claim
Provides comprehensive vehicle reports by aggregating data from multiple public…
C 64 66 84 71 0 53 80 99
10971
Ansvar-Systems
romanian-law-mcp Claim
Romanian legislation via MCP — full-text search across statutes and provisions
C 64 66 90 57 0 71 80 91
10972
pipeworx-io
hackernews Claim
Hacker News MCP — search and retrieve stories from Hacker News
C 64 55 90 0 47 81 98
10973
martinfrasch
ResearchTwin Claim
Federated research discovery with S-Index metrics across a network of digital t…
C 64 64 76 72 0 39 95 100
10974
wr-web
ArXiv MCP Server Claim
Enables AI assistants to search and access arXiv papers through a Model Context…
C 64 55 78 74 39 81 36
10975
mcpware
Organize Claude Code memories, skills, MCP servers, and hooks via drag-and-drop…
C 64 54 72 0 N/A 80 84 95
10976
1ch1n
Enables semantic search across your local AI conversation history (ChatGPT, Cla…
C 64 55 64 26 57 82 93
10977
Toru-Takagi
Enables interaction with Togello's task management and activity tracking system…
C 64 55 48 62 34 82 94
10978
itoyuya1005
A template for deploying MCP servers without authentication on Cloudflare Worke…
C 64 55 48 71 29 82 82
10979
kukapay
whereami-mcp Claim
A lightweight mcp server that tells you exactly where you are.
C 64 55 66 33 38 83 100
10980
MissionSquad
MCP Avantage Claim 2
A Model Context Protocol server that enables LLMs to access comprehensive finan…
C 64 55 59 100 23 82 42
10981
huntkil
A server that provides HTTP API access to manage Obsidian Vaults and Markdown f…
C 64 54 80 31 N/A 28 89 85
10982
elber-code
MCP server that allows Claude AI to interact directly with MySQL databases, ena…
C 64 55 66 100 28 76 35
10983
prncsclo-create
MCP on Vercel Claim 1
A deployment template for running Model Context Protocol servers as Vercel Func…
C 64 66 84 75 0 48 74 100
10984
curio184
Zaifer-MCP Claim
Enables LLM assistants like Claude to interact with Zaif cryptocurrency exchang…
C 64 55 66 38 37 82 93
10985
jonmmease
jons-mcp-imessage Claim
Enables AI assistants to read iMessage history and send messages on macOS. Supp…
C 64 54 64 31 N/A 26 92 100
10986
ayyazzafar
MCP server enabling AI-powered Baserow database operations through natural lang…
C 64 64 75 66 0 63 92 93
10987
YoshiSaurus
mcp-otle Claim 1
An MCP server that simulates the Chipotle ordering experience, allowing AI agen…
C 64 55 51 53 35 82 97
10988
crazyrabbitLTC
An MCP server that implements a structured workflow for LLM-based coding, guidi…
C 64 55 77 82 33 81 32
10989
SalmanFaris7
Provides secure access to Kali Linux penetration testing tools including nmap, …
C 64 54 68 36 N/A 21 95 94
10990
elieworkspace
Enables interaction with Rocket.Chat instances through MCP protocol. Allows use…
C 64 54 54 43 N/A 22 95 99
10991
japisuru
An MCP-compatible server that enables LLM agents to interact with Aucterra's do…
C 64 55 54 60 41 81 83
10992
ArjunCodess
Connects AI tools to Storyblok CMS, allowing users to manage content through na…
C 64 55 70 82 43 81 33
10993
amanasmuei
A Model Context Protocol service that enables remote management and control of …
C 64 55 72 82 53 76 27
10994
masamunet
npm-dev-mcp Claim
MCP server that manages npm run dev processes, automatically detecting projects…
C 64 55 66 75 N/A 53 95 24
10995
code-wgl
Production-ready MCP server that integrates OpenAI API with extensible tool sup…
C 64 55 66 82 26 81 51
10996
clarkemn
MCP server for asking questions about Cortex Cloud documentation
C 64 55 51 82 54 81 49
10997
lapras-inc
lapras-mcp-server Claim
LAPRASの公式MCPサーバーで、求人検索や職歴・スキル管理を可能にします。
C 64 54 74 42 80 95 30
10998
Epiphany-0312
Genanki MCP Server Claim
Enables automated generation of Anki flashcard decks with rich CSS templates an…
C 64 55 66 73 25 81 63
10999
txn2
mcp-trino Claim 1
MCP server for Trino data warehouses. Query, analyze plans, and explore schemas.
C 64 64 79 41 0 87 95 94
11000
whdghk1907
MCP News Collector Claim 1
A Model Context Protocol server that collects and analyzes Korean stock market …
C 64 55 51 68 36 81 82
Showing 10951–11000 of 67226 servers
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