MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
23983
Scored
1225
Verified
16961
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16901
devalexandre
A tool that enables automated browser control using Pyppeteer within the MCP fr…
F 25 55 60 28 37 74 97
16902
kinmeic
Stock MCP Server Claim 1 2
Provides real-time market data for A-shares, Hong Kong, and US stocks using the…
F 25 55 80 58 30 80 91
16903
cyanheads
mentor-mcp-server Claim 1 2
A Model Context Protocol server providing LLM Agents a second opinion via AI-po…
F 25 54 81 71 N/A 49 89 91
16904
vikramdse
Library Docs MCP Server Claim 1 2
An MCP server that fetches real-time documentation for popular libraries like L…
F 25 55 35 41 20 78 95
16905
c5huracan
Discover 6,700+ MCP servers and 15,000+ OpenClaw skills. Agent-native search wi…
F 25 66 60 17 0 23 76 90
16906
hrs-asano
Claude MCP Trello Claim 1 3
A Model Context Protocol server that provides tools for interacting with Trello…
F 25 55 75 66 54 80 100
16907
albertshao
Wiki MCP Server Claim 1 2
An MCP Server implementation that enables managing Confluence wiki pages throug…
F 25 55 45 52 18 77 93
16908
mnemox-ai
idea-reality-mcp Claim 1
Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-…
F 25 66 72 10 0 92 61 91
16909
thrashr888
Connects AI models to the Terraform Registry via MCP, enabling provider lookups…
F 25 55 92 70 79 78 81
16910
mvs5465-test
Loki MCP Server Claim 1 2
Enables AI models to query and analyze Kubernetes cluster logs through Grafana …
F 25 55 48 32 30 82 99
16911
hygao1024
An MCP server implementation that enables calling iFlytek workflows through the…
F 25 55 69 63 41 76 88
16912
jackdark425
aigroup-mdtoword-mcp Claim 1 2
本地 Markdown 到 Word 文档转换工具,支持最新 MCP 协议特性、完整的页眉页脚页码功能、增强的表格功能、数据导入和数学公式支持,修复本地相对路…
F 25 55 80 100 N/A 58 90 56
16913
rosquillas
Element MCP Server Claim 1 2
Connects Claude with Matrix/Element to read and search messages across rooms. E…
F 25 55 86 75 45 76 93
16914
mattzcarey
Cloudflare MCP Claim 2
Enables interaction with the complete Cloudflare API using a codemode pattern t…
F 25 55 86 0 59 76 82
16915
RhysSullivan
A Model Context Protocol server that allows AI models to log and retrieve conta…
F 25 55 41 73 18 76 81
16916
devakone
MySQL Query MCP Server Claim 1 3
A Model Context Protocol server that provides read-only MySQL database queries …
F 25 55 85 100 71 80 35
16917
Perf-Technology
perf-mcp Claim 1
Fact-check and fix AI outputs. Hallucination detection, schema validation, auto…
F 25 54 72 70 N/A 50 82 89
16918
mphinance
momentum-mcp Claim 1
A quantitative trading analysis server that enables AI agents to screen stocks,…
F 25 55 60 41 27 80 97
16919
ubie-oss
A server implementing Model Context Protocol that enables AI assistants to inte…
F 25 55 72 75 79 74 96
16920
kukapay
binance-alpha-mcp Claim 1 2
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alp…
F 25 55 57 58 44 80 94
16921
hithereiamaliff
Provide AI assistants with powerful SEO research capabilities by accessing keyw…
F 25 66 85 75 0 56 76 100
16922
weyseing
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
F 25 55 72 68 24 80 100
16923 F 25 55 72 70 13 80 92
16924
20Youssef10
Enables AI agents to programmatically access Google NotebookLM through browser …
F 25 55 54 0 30 71 99
16925
kevinwatt
MySQL MCP Server Claim 1 3
An MCP server that integrates with MySQL databases, enabling secure read and wr…
F 25 55 85 95 48 76 89
16926
mtuckerb
Enables AI assistants to manage tasks within an Obsidian vault by listing, addi…
F 25 55 84 100 N/A 38 87 54
16927
shunkus
Mochi MCP Server Claim 1
Enables AI assistants to create and manage Mochi Cards flashcards, including ca…
F 25 66 94 66 0 32 80 95
16928
Dreamboat-Rachel
MCP Server For Local Claim 2
A customizable Model Context Protocol server implementation that enables AI mod…
F 25 54 72 46 N/A 42 87 81
16929
cgantro
# 📅 Google Calendar Smart Manager (MCP) Turn Google Calendar into your intell…
F 25 54 44 62 N/A 30 90 54
16930
ITSpecialist111
A remote Model Context Protocol server that retrieves and cleans Microsoft Team…
F 25 55 94 68 37 80 90
16931
lallen30
Implements the Model Context Protocol (MCP) over HTTP to provide remote access …
F 25 55 66 100 23 80 49
16932
darkangelpraha
x.ai Grok MCP Server Claim 1
Enables chat completions using x.ai's Grok API with support for multiple Grok m…
F 25 55 86 70 55 80 97
16933
Dot-Fun
fathom-mcp Claim 1
Model Context Protocol server for Fathom AI - access meeting recordings, transc…
F 25 54 88 68 N/A 51 90 93
16934
deepfates
Replicate MCP Server Claim 2 3
Enables users to access and manage Replicate's AI models and predictions via th…
F 25 55 92 56 52 77 97
16935
lwanger
Insperity MCP Server Claim 1
Enables interaction with Insperity's REST API to access employee data, includin…
F 25 55 52 38 31 80 94
16936
soulberto
@slorenzot/mcp-azure Claim 1 2
An MCP server for Azure DevOps that allows users to manage work items, sprints,…
F 25 55 51 70 50 78 95
16937
hive-intel
hive-crypto-mcp Claim 2
Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified a…
F 25 55 100 52 56 76 92
16938
sshh12
mcp-demo Claim 2
URL MCP is a proof of concept stateless MCP server builder that allows users to…
F 25 55 74 31 N/A 39 76 71 HT
16939
runkids
PackageFlow Claim 1 2
A visual DevOps hub for npm scripts, Git, workflows, and deploy — controllable …
F 25 54 78 65 N/A 76 90 62
16940
xiaobenyang-com
Text-Transformer Claim 2
MCP servers that provide multiple text conversion functions, including case con…
F 25 66 72 67 0 50 71 28
16941
The-Nexus-Guard
aip-identity Claim 1 2
MCP server for AI agent identity — verify agents with Ed25519 signatures, check…
F 25 55 51 0 46 76 99
16942
freelancernasimofficial
A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CL…
F 25 55 100 100 N/A 36 92 46
16943
zhigang1992
telegram-mcp Claim 1 2
An MCP server that enables interaction with Telegram to send, read, and search …
F 25 54 63 68 N/A 53 89 100
16944
hugeicons
hugeicons-mcp Claim 1 2
MCP server for Hugeicons integration and documentation This is a TypeScript-ba…
F 25 55 75 100 N/A 55 92 81
16945
snowyegret23
UnityInfoMCP Claim 1
A runtime inspection and automation toolkit that enables MCP clients to interac…
F 25 54 66 45 N/A 69 87 86
16946
mariocandela
beelzebub Claim 2
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP.…
F 25 55 78 38 85 74 35
16947
bherbruck
MCP Debugger Claim 1 2
Enables debugging of Python, JavaScript/TypeScript, Go, and Rust code using rea…
F 25 54 78 57 N/A 47 90 93
16948
DeepSpringAI
Parquet MCP Server Claim 2
A Model Control Protocol server that provides web search capabilities and simil…
F 25 55 84 66 23 74 87
16949
yangsenessa
Provides voice recognition and text extraction capabilities with support for bo…
F 25 55 48 20 36 64 87
16950
elliotllliu
AgentShield Claim 1 2
Full-stack security for AI agents — static analysis + MCP runtime interception.…
F 25 55 90 35 77 67 83
Showing 16901–16950 of 30006 servers
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