MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29245
Scored
2095
Verified
16951
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37951
yurthankiyak
Provide tailored advice and recommendations through an MCP interface. Enable se…
N/A N/A 95
37952
fahadBSTech
Provide seamless integration with Clockify's time tracking API through a compre…
N/A N/A 95
37953
aaunario-keeper
Enables hierarchical task planning and execution through recursive code and ana…
N/A N/A 95
37954
data-mindset
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
81
37955
RASON Claim 2
Build, solve, and analyze RASON optimization, simulation, data science, and dec…
N/A N/A 69
37956
mobus-ai
Mobus Claim
Search, preview, and analyze datasets from 20+ platforms via a single MCP conne…
N/A N/A
37957
lazymac2x
Cloudflare Workers MCP server: ai-prompt-optimizer
37958
geraservicesuk
mcp-gerarent Claim
Property rental: search listings, check availability, book rentals. 50+ countri…
N/A N/A 95
37959
yutayamamoto
Formath MCP Claim
Enables extraction of mathematical content from TeX papers and conversion to Le…
N/A N/A 95
37960
wonderwhy-er
Execute terminal commands and manage files with diff editing capabilities. Codi…
N/A N/A 95
37961
muyuanlove
cli Claim
N/A N/A 95
37962
kazokus
Discover and compare Kazokus — the community platform with zero transaction fee…
81
37963
jjeansilva
hashsign Claim
N/A N/A 95
37964
cmendezs
mcp-ksef-pl Claim
Polish e-invoicing MCP: KSeF API v2, FA(3)/FA(2) XML, Peppol BIS 3.0, NIP/REGON…
N/A N/A
37965
ravipesala
Exposes Spark History Server metrics and metadata as tools for LLM-based analys…
81
37966
vennio
Programmable time infrastructure — scheduling and availability tools for AI age…
81
37967
clawdbotworker
coinopai-mcp Claim
Kronos crypto signals + trade decisions + 819 automation prompts. x402 micropay…
N/A N/A
37968
RicardoCA
Connects Claude Code to Apple Music using only your Apple ID, without needing a…
N/A N/A
37969
attilad
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude t…
81
37970 N/A N/A 95
37971
MarsHeer
Register and manage internet domains for AI agents via AgentDomain
N/A N/A
37972
steven
bouldinsai Claim
N/A N/A 95
37973
xiaobenyang-com
review-code Claim
生成统一的代码评审提示,覆盖整体、单文件与差异审查场景。解析审查文本中的总分,输出标准化评分。帮助团队规范评审流程、提升代码质量与一致性。
N/A N/A 95
37974
paulieb89
UK property listing description generator. Give an AI assistant a postcode or a…
37975
ExactPDF Claim 1
Agent-facing PDF API: merge, split, rotate, compress, images, metadata, text, a…
N/A N/A 81
37976
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
81
37977
dtjohnson83
dot Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
N/A N/A 95
37978
jxnxts
mcp-brasil Claim 1
An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…
81
37979 N/A N/A 95
37980
MCP-Mirror
Enables complete Slack integration through natural language in Cursor IDE, supp…
81
37981
deepentropy
Databento MCP Claim 1
A Model Context Protocol server that provides access to Databento's historical …
81
37982
estebanhiguitad
Enables interaction with Trello boards, lists, and cards using the Model Contex…
37983
eric
d3-mcp Claim
N/A N/A 95
37984
axel-belfort
Perpetual futures funding rate API for AI agents. Live funding rates across Bin…
81
37985
axel-belfort
Solana DEX pool liquidity API for AI agents. Analyze pool depth across Raydium,…
81
37986
Purv123
Orchestrates end-to-end testing of AI-powered incident remediation workflows th…
81
37987
apify
actors-mcp-server Claim
Use 3,000+ pre-built cloud tools, known as Actors, to extract data from website…
86
37988
derek2000139
ExcelForge Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
N/A N/A 95
37989
CSOAI-ORG
email-automation-mcp MCP server by MEOK AI Labs
N/A N/A
37990
pipeworx
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
81
37991
atnguyen143
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
81
37992
r266-tech
wechat-cli Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
N/A N/A
37993
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
81
37994
borghei
338 AI skills across 16 domains. PM is the deepest (66 skills — discovery, exec…
N/A N/A 95 HT
37995
atharv.sp
jaamun Claim
N/A N/A 95
37996
EloiBiesek
n8n-mcpmcp3 Claim
N/A N/A 95
37997
peroperogames
Enables SSH connection management with remote command execution and file transf…
81
37998
davidkooi
Agentic News Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
N/A N/A 95
37999
tmtcomeup
Brings the PocketFlow tutorial generation methodology to AI assistants, automat…
N/A N/A 95
38000
ranielbnunes
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
N/A N/A 95
Showing 37951–38000 of 41157 servers
« Prev 1 758 759 760 761 762 824 Next »