MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56901
ngangu63
Provides weather data including current conditions, humidity, wind speed, sunri…
56902
ansvar
The open-source MCP server for European cybersecurity regulations. Query DORA,…
N/A N/A 95
56903
Sahib-Sawhney-WH
AI-native browser for agents. 71 tools with self-healing, semantic extraction, …
N/A N/A 81
56904
kelkalot
An MCP server that provides classic computer vision feature extraction tools (c…
N/A N/A
56905
goranocokoljic
Indexes codebases and lets AI agents retrieve precise code snippets (functions,…
56906
volkan-m
Empowers AI agents to see, reason, and control computers via VNC, providing adv…
56907
bernardjhuang
agenttune Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
56908
kustodia
Agentic escrow payments for AI agents. Create, fund, and release escrow payment…
81
56909
toothlesstarantula
mcp-finance Claim
MCP server for capturing and classifying daily expenses, built with Node.js and…
56910
persist-1
基于 DrissionPage 的模型上下文协议 (MCP) 服务,为 AI 助手提供强大的浏览器自动化能力。
N/A N/A
56911
anchore
Enables AI assistants to perform vulnerability scanning using Grype, supporting…
N/A N/A
56912
axel-belfort
DNS record lookup API for AI agents. Query A, AAAA, MX, TXT, CNAME, NS, SOA, an…
81
56913
oldsnakenewtrik
A stateless MCP server that exposes RedTrack attribution data via two endpoints…
56914
kitimark
Bridges your claude.ai authorized connectors (Slack, Atlassian, Gmail, Google C…
N/A N/A
56915
babyblueviper1
Capital-scale-aware /review (Sentinel mode) + sandbox + inference for agent fle…
56916
sudenlee
Enables AI agents to query MongoDB databases and project management REST APIs t…
81
56917
beyondwin
FixThis Claim
Local-first MCP handoff for Jetpack Compose UI feedback and source candidates.
N/A N/A
56918
Trace186
Enables managing a parametric CLI command registry with profile isolation and p…
N/A N/A
56919
bradbogdan
kalendia-mcp Claim
An MCP server for Kalendia that enables AI assistants to manage calendar connec…
N/A N/A
56920
mnoomnoo
MCP server for searching and retrieving structured information from local resum…
N/A N/A
56921
Socialpranker
agentburn Claim
Local profiler for AI agents: burn by source, overnight bill, behavioral forens…
N/A N/A
56922
divineapi
Official MCP server for Indian/Vedic Astrology by Divine API. 78 tools covering…
N/A N/A 95
56923
julianoczkowski
Enables searching and fetching Claude and Anthropic documentation with intellig…
56924
Perufitlife
Web search, clean page reading & one-call research dossiers for AI agents. No A…
N/A N/A
56925
renanpires-tech
Enables backend test quality analysis for GPA e-commerce, including coverage an…
Showing 56901–56925 of 56925 servers
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