MCP Server Quality Scores

Independent quality analysis of 50632 public MCP servers

50632
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15151
dojoengine
Sensei MCP Claim 1 3
A Model Context Protocol server that provides expert guidance for Dojo and Cair…
F 30 55 57 33 51 80 54
15152
kennethreitz
MCP-AppleMusic Claim 1
Facilitates controlling Apple Music on macOS via AppleScript through MCP comman…
F 30 54 66 20 N/A 54 84 99
15153
kmaneesh
BioPython MCP Server Claim 1 3
Provides comprehensive BioPython capabilities for biological sequence analysis,…
F 30 55 62 82 79 77 89
15154
aliyun
Lindorm MCP Server Claim 1
An example server that enables interaction with Alibaba Cloud's Lindorm multi-m…
F 30 55 54 38 41 76 95
15155
grahama1970
An enhanced Model Context Protocol (MCP) server that allows running Claude Code…
F 30 54 90 61 N/A 61 89 92
15156
Wooonster
hocr_mcp_server Claim 1
F 30 54 44 37 N/A 24 84 88
15157
bluwork
kontra-mcp Claim 1
The Tenth Man Protocol — structured contrarian analysis for decision-makers via…
F 30 54 60 57 N/A 55 90 91
15158
prismworks-ai
prism-mcp-rs Claim 1
Enterprise-grade Rust implementation of Anthropic's MCP protocol
F 30 54 90 52 N/A 83 88 84
15159
2gavy
Enables users to create and interact with hand-drawn Excalidraw diagrams featur…
F 30 66 84 81 96 37 74 92
15160
es617
serial-mcp-server Claim 1 3
Let AI agents interact with serial devices — list ports, connect, send, and rea…
F 30 55 96 74 N/A 85 88 76
15161
danielfleischer
mu-mcp Claim 1 2
An MCP server that enables querying, viewing, and interacting with local emails…
F 30 54 45 22 N/A 54 80 87
15162
w36zl
Provides access to the Netherlands National Archive collections through OAI-PMH…
F 30 55 62 62 25 77 87
15163
lenwood
cfbd-mcp-server Claim 1 2
An MCP server enabling CFBD API queries within Claude Desktop.
F 30 55 81 71 N/A 44 78 91
15164
universal-tool-calling-protocol
go-utcp Claim 1 2
Official Go implementation of the UTCP
F 30 54 68 35 N/A 74 88 67
15165
wanderingnature
FastMCP Claim 1 3
FastMCP is a comprehensive MCP server allowing secure and standardized data and…
F 30 55 90 45 50 76 89
15166
devflowinc
trieve Claim 1
Crawl, embed, chunk, search, and retrieve information from datasets through [Tr…
F 30 55 100 66 82 76 90
15167
characat0
databricks-mcp-server
F 30 55 66 46 61 80 98
15168
ESnark
Vite MCP Server Claim 1
Integrates Cursor AI with Vite Dev server, allowing AI agents to modify code an…
F 30 54 84 61 N/A 53 87 89
15169
ongjin
Security Scanner MCP Claim 1 3
Automatically detects security vulnerabilities in AI-generated code, scanning f…
F 30 55 60 82 57 76 11
15170
dkmaker
mcp-rest-api Claim 1 2
A TypeScript-based MCP server that enables testing of REST APIs through Cline. …
F 30 54 96 73 N/A 78 90 91
15171
duaghwls
Enables LLMs to organize and manage Windows file systems with intelligent file …
F 30 54 64 28 N/A 43 90 85
15172
bmorphism
Say MCP Server Claim 1 2
Enables text-to-speech functionality on macOS using the say command, offering e…
F 30 54 86 56 N/A 37 84 100
15173
glommer
codemogger Claim 1
A local code indexing and search library that enables AI agents to perform sema…
F 30 54 78 61 N/A 77 90 92
15174
yairbarak22
Stevia Store MCP Server Claim 1 3
Enables managing an organic stevia products e-commerce store through natural la…
F 30 55 60 30 42 74 49
15175
usafhulk
Sales MCP Server Claim 1
Provides AI assistants with access to sales data tools, including fetching quar…
F 30 54 48 32 N/A 29 94 33
15176
dmarsters
Converts quantum circuits into ZX-diagrams using categorical quantum mechanics,…
F 30 54 60 27 N/A 30 92 100
15177
gotoolkits
DifyWorkflow Claim 1 2
🏎️ ☁️ Tools to the query and execute of Dify workflows
F 30 54 70 40 N/A 62 90 96
15178
Xeron2000
Enables generation of Xiaohongshu (Little Red Book) social media content includ…
F 30 55 80 58 48 80 89
15179
runbookai
Runbook Claim 1
Run your own runbooks from Claude Desktop. You can create your runbooks and ex…
F 30 55 48 22 49 74 83
15180
moyu6027
DeepSeek MCP Server Claim 1 2
A server that enhances Claude's reasoning capabilities by integrating DeepSeek …
F 30 55 60 35 31 74 86
15181
dlightyupgrade
MCP Tools Claim 1
A modular multi-server architecture providing development automation, JIRA mana…
F 30 55 84 68 41 74 94
15182
HappyHackingSpace
HydraΜCP Claim 1
A lightweight, extensible cybersecurity toolkit that connects AI assistants to …
F 30 55 82 31 42 77 91
15183
NOVA-3951
Fastmail MCP Server Claim 1
Enables AI assistants to securely access and search Fastmail emails via the JMA…
F 30 55 66 40 24 81 97
15184
MaykolMedrano
mcp-bcrp Claim 1
Provides access to over 5,000 macroeconomic indicators from the Banco Central d…
F 30 55 76 36 73 80 91
15185
ariunbolor
NSAF MCP Server Claim 1 2
A Model Context Protocol server that allows AI assistants to interact with the …
F 30 55 75 57 26 76 91
15186
Vadimber2
Provides AI-powered selection and generation of specialized system prompts from…
F 30 55 72 62 29 80 92
15187
blbl147
blbl147-xhs-mcp Claim 1
搜索笔记、浏览首页推荐、查看笔记内容与评论,并发表你的评论。直接在工作流中与小红书内容互动,高效跟进话题。
F 30 66 56 40 0 26 71 93
15188
tanaikech
ToolsForMCPServer Claim 1
The Gemini CLI confirmed that the MCP server built with Google Apps Script (GAS…
F 30 64 94 41 0 60 85 90
15189
sxhxliang
mcp-access-point Claim 1 2
Turn a web service into an MCP server in one click without making any code chan…
F 30 55 90 58 75 76 81
15190
Gyeom
md2confluence-mcp Claim 1 2
Upload Markdown to Confluence with auto-converted Mermaid diagrams, code blocks…
F 30 55 90 71 58 76 93
15191
jonthebeef
Superdesign MCP Server Claim 1 4
A design orchestrator that brings Superdesign capabilities to Claude Code as na…
F 30 55 84 75 N/A 34 87 36
15192
alexbakers
mcp-ipfs Claim 1
upload and manipulation of IPFS storage
F 30 55 60 71 52 77 81
15193
Kartik-2239
Pokemon MCP Server Claim 1 2
An MCP server that enables AI agents to play Pokémon games by providing a funct…
F 30 54 51 50 N/A 27 89 98
15194
AnuragRai017
Python Docs Server Claim 1 3
An MCP server that enables users to fetch Python documentation using the Brave …
F 30 55 63 100 41 80 53
15195
tahooki
Ureanl-Blender-MCP Claim 1
Unreal-Blender MCP is a unified server for controlling both Blender and Unreal …
F 30 55 72 26 27 74 97
15196
seoh0711
Enables access to NASA space data and images through Claude Desktop, providing …
F 30 55 84 68 22 80 85
15197
Kartha-AI
AgentCare Claim 1 2
An MCP server that provides healthcare tools for interacting with FHIR data and…
F 30 55 47 35 50 80 92
15198
intellectronica
ez-mcp Claim 1
The easiest path to getting an MCP server going
F 30 54 68 33 N/A 39 94 88
15199
aarora79
mcp-gateway Claim 1
MCP Gateway and Registry
F 30 54 86 41 N/A 63 84 93
15200
mrexodia
user-feedback-mcp Claim 1
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline an…
F 30 54 66 55 N/A 48 87 97
Showing 15151–15200 of 50632 servers
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