MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
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
◉ Complete Scores
11151
NINGyv179
MCP-FEISHU Claim
A microservice control plane server that fetches API information from Feishu Op…
C 64 55 60 71 23 81 77
11152
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
11153
LLMBaseAI
Enables fetching and processing web content with advanced features including ba…
C 64 66 90 62 0 59 80 93
11154
Low-Code-Cookbook
A template for deploying a Model Context Protocol server to Cloudflare Workers …
C 64 55 48 70 27 84 86
11155
lzsheng
Yapi Auto MCP Server Claim 1
An MCP server for the YApi platform that allows AI assistants to search, create…
C 64 55 39 68 51 80 84
11156
mrseanchow
Cowsay MCP Server Claim
Enables language models to generate fun ASCII art featuring cows and other char…
C 64 66 90 62 0 59 74 100
11157
chylove1982
An MCP server that enables file transmission, voice message processing, and voi…
C 64 54 57 48 N/A 38 84 89
11158
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
11159
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
11160
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
11161
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
11162
Devang0907
SolanaBot Claim
Enables interaction with the Solana blockchain through Claude Desktop, allowing…
C 64 55 62 57 29 76 88
11163
sbmagar13
A Model Context Protocol server that enables AI assistants to programmatically …
C 64 55 61 41 41 81 95
11164
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
11165
mcpware
Organize Claude Code memories, skills, MCP servers, and hooks via drag-and-drop…
C 64 54 72 0 N/A 80 84 95
11166
pipeworx-io
hackernews Claim
Hacker News MCP — search and retrieve stories from Hacker News
C 64 55 90 0 47 81 98
11167
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
11168
1ch1n
Enables semantic search across your local AI conversation history (ChatGPT, Cla…
C 64 55 64 26 57 82 93
11169
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
11170
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
11171
aadilakbar
Enables AI assistants to interact with Odoo data using natural language to sear…
C 64 55 54 46 47 80 95
11172
elber-code
MCP server that allows Claude AI to interact directly with MySQL databases, ena…
C 64 55 66 100 28 76 35
11173
clarkemn
MCP server for asking questions about Cortex Cloud documentation
C 64 55 51 82 54 81 49
11174
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
11175
kkShrihari
Integrates the miEAA 3.x bioinformatics platform with Claude Desktop, enabling …
C 64 55 78 65 33 83 47
11176
curio184
Zaifer-MCP Claim
Enables LLM assistants like Claude to interact with Zaif cryptocurrency exchang…
C 64 55 66 38 37 82 93
11177
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
11178
0xobedient
An SSE (Server-Sent Events) server that leverages OKX DEX SDK to support DEX tr…
C 64 55 72 47 30 76 90
11179
Traia-IO
ICON MCP v103 Claim
Provides AI agents and LLMs with secure access to the ICON MCP v103 API via Bea…
C 64 55 68 46 24 81 91
11180
ayyazzafar
MCP server enabling AI-powered Baserow database operations through natural lang…
C 64 64 75 66 0 63 92 93
11181
yuanoOo
OceanBase MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to securely interact…
C 64 55 75 28 40 81 91
11182
crazyrabbitLTC
An MCP server that implements a structured workflow for LLM-based coding, guidi…
C 64 55 77 82 33 81 32
11183
pradumnasaraf
Aviationstack Claim
Track real-time flight statuses, schedules, and airline information globally. A…
C 64 66 66 70 0 75 81 100
11184
1049861657
A modular dynamic API server based on the MCP protocol that provides rich tool …
C 64 55 66 100 28 76 36
11185
SalmanFaris7
Provides secure access to Kali Linux penetration testing tools including nmap, …
C 64 54 68 36 N/A 21 95 94
11186
elieworkspace
Enables interaction with Rocket.Chat instances through MCP protocol. Allows use…
C 64 54 54 43 N/A 22 95 99
11187
japisuru
An MCP-compatible server that enables LLM agents to interact with Aucterra's do…
C 64 55 54 60 41 81 83
11188
ConectcarData
Enables LLMs and AI agents to securely query and interact with Amazon Redshift …
C 64 55 72 43 19 81 95
11189
ArjunCodess
Connects AI tools to Storyblok CMS, allowing users to manage content through na…
C 64 55 70 82 43 81 33
11190
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
11191
amanasmuei
A Model Context Protocol service that enables remote management and control of …
C 64 55 72 82 53 76 27
11192
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
11193
code-wgl
Production-ready MCP server that integrates OpenAI API with extensible tool sup…
C 64 55 66 82 26 81 51
11194
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
11195
SAhmadUmass
Notion MCP Server Claim 2
A Model Context Protocol server that enables Claude and other LLMs to interact …
C 64 55 69 68 24 76 73
11196
IncomeStreamSurfer
Provides tools for generating and editing images using OpenAI's gpt-image-1 mod…
C 64 55 60 51 36 81 88
11197
Stesm
Gemini MCP Server Claim
Enables integration with Gemini AI through Claude Code, providing tools to exec…
C 64 54 80 57 N/A 21 95 51
11198
BrianCusack
Provides access to organizational Sharepoint documents through the Microsoft Gr…
C 64 55 76 41 25 81 88
11199
Gilfeather
A template for building Model Context Protocol servers that connect to company …
C 64 55 54 41 47 81 100
11200
intenttext
intenttext-mcp Claim 2
Parse, validate, query, and render IntentText (.it) documents for AI agents
C 64 55 72 70 N/A 39 83 43
Showing 11151–11200 of 67226 servers
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