MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27407
Scored
1831
Verified
16957
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30351
lyonzin
Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-en…
N/A N/A
30352
rob-grzesik
Full-lifecycle algorithmic trading from inside any AI assistant. Describe a str…
N/A N/A 95
30353
Enhanced Linux filesystem access with symlinks, permissions, and chmod support
N/A N/A 81
30354
Nic9dev
Chronica Claim
Persistent memory MCP server for Claude Desktop. Gives Claude structured memory…
N/A N/A
30355
camcarre
hevymcp Claim
N/A N/A
30356
crevio
Crevio Claim
AI that runs your business so you don't have to.
N/A N/A 95
30357
phelps-matthew
Enables Claude to access and search a local Zotero library by querying metadata…
N/A N/A 95
30358
sint-ai
Security-first MCP governance proxy (`sint-mcp`) with capability tokens, T0-T3 …
N/A N/A
30359
context-you-keep
Enables AI-native task management using plain markdown files to create, update,…
81
30360
utkucy
Enables natural language interaction with the Avalanche blockchain through AI a…
N/A N/A 95
30361
spshkar84
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
N/A N/A
30362
yhgun31
erpdevdb Claim
N/A N/A 95
30363
hi-k3uy
brag-fast Claim
30364
os-bridge
Provides AI agents with tools to navigate, search, and manage a hierarchical kn…
81
30365
keremurat
JSON Compare Claim
Compare two JSON files deeply without worrying about key or array order. Detect…
N/A N/A 95
30366
ducla5
Enables AI agents to efficiently access and process Google Drive documents by c…
81
30367
xiaobenyang-com
预测年度GMV,快速评估业务增长趋势。分析评论情感,识别正负面反馈。整合关键洞察,提升营销与产品决策效率。
N/A N/A 95
30368
imleokkkk
mcp-test2 Claim
Compute products instantly and accurately. Reduce manual calculations and error…
N/A N/A 95
30369
MemoriLabs
mcp-memori Claim
With Memori's MCP server, your agent can retrieve relevant memories before answ…
81
30370
axel-belfort
SSL/TLS certificate checker API for AI agents. Verify certificate validity, exp…
81
30371
Secure integration between AI tools and Egnyte content with search, analysis, a…
N/A N/A 81
30372
AndresNinou
A simple demonstration MCP server that provides basic greeting functionality an…
N/A N/A 95
30373
Ansvar-Systems
Provides comprehensive Swiss agricultural environmental compliance data coverin…
30374
hezeclark
devkits Claim
12 local developer tools: JSON, Base64, JWT, regex, hash, UUID, Markdown, diff,…
N/A N/A 95
30375
Async-IO
Connects AI assistants to fitness data from over 150 wearables including Strava…
81
30376
llmindset
Connects to the MIRO Whiteboard Application for board manipulation and sticky c…
N/A N/A 95
30377
N3N-Seoul
Index your documents in Milvus for fast semantic search. Retrieve the most rele…
N/A N/A 95
30378
MichaelLJessop
DeepMap AI Claim
Multi-hazard geophysical risk scoring, prediction, weather, insurance, and clim…
N/A N/A 83
30379
MarketcheckHub
Provides 25 interactive automotive intelligence tools for real-time market data…
30380
chris
jules-orc Claim
N/A N/A
30381
falcosan
SIEX Claim
Connect to Spain’s SIEX platform to retrieve farm data, register phytosanitary …
N/A N/A 95
30382
tooyipjee
TS version of yahoo finance mcp.
81
30383
mception Claim 1
Audits other MCP servers for security risks. Returns safe / caution / unsafe / …
N/A N/A 81
30384 N/A N/A 95
30385
jinpyo.yi
ask_her Claim
N/A N/A 95
30386
pipeworx-io
Cfpb Claim
CFPB MCP — Consumer Financial Protection Bureau complaint database (free, no au…
30387
srotzin
Hive Escrow Claim
Trust-minimized USDC escrow for autonomous agent transactions
30388
nous-ehr
athenahealth DataView, API, and workflow tools for Claude Code with learning lo…
N/A N/A
30389
ScrapeGraphAI
Scrapegraph Claim
Convert webpages to clean markdown or structured data with minimal effort. Run …
N/A N/A 95
30390
zero-8848
Provide AI assistants with comprehensive PostgreSQL database management capabil…
N/A N/A 95
30391
Nero-PC
raycast Claim
N/A N/A 95
30392
eresende
pitlane-mcp Claim
Token-efficient navigation substrate for AI coding agents. Index code once and …
N/A N/A
30393
mreider
better-bear Claim 1
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
N/A N/A 95
30394 N/A N/A 95
30395
wysh3
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
N/A N/A 95
30396 N/A N/A
30397 N/A N/A
30398
xiaobenyang-com
ip_search Claim
查询任意 IP 的威胁情报,快速识别风险与信誉。获取地理位置、ASN 与历史恶意行为等关键信息,辅助溯源、封禁与处置。加速告警研判与日常安全排查,提升响应效率。
N/A N/A 95
30399 81
30400
rajabohemia94729
fdfd Claim
N/A N/A 95
Showing 30351–30400 of 33537 servers
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