MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29284
Scored
2096
Verified
16952
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36951
ahmetshbz1
Enables comprehensive filesystem operations including reading/writing files, di…
N/A N/A 95
36952
Marsmanleo
MarsNMe Claim
Agent-agnostic memory backend that preserves continuity between humans and AI o…
N/A N/A
36953
alptekin
Persistent long-term memory for Claude Desktop / Claude Code, backed by Evoluti…
N/A N/A
36954
bruno
test-mcp Claim
N/A N/A 95
36955
navgour1989
MCP Server Claim
Extends Claude with real-time weather data and product catalog management tools…
36956
itsDurvank
A dual-server MCP implementation with task-based AI processing using Google Gem…
81
36957
Pay-per-call AI agent utilities via x402 on Base (USDC). 7 tools, $0.003/call.
N/A N/A 61
36958
trustrails
Search and compare 26,000+ UK electronics products across multiple retailers i…
81
36959
jpace
SkillRepo Claim
A permanent home for publishers. A curated skill library your team installs fro…
N/A N/A 95
36960
Stopera
Discover and consume x402-enabled services on Solana with seamless USDC payment…
N/A N/A 95
36961
demwick
**The most comprehensive MCP server for Polymarket prediction markets — 48 powe…
81
36962
zikriyamgull-bit
Provides UK company lookups via Companies House, web scraping, and search tools…
81
36963
steven
bouldinsai Claim
N/A N/A 95
36964
Cast-Hub
CastHub Claim
Control CastHub digital signage. Manage TVs, presentations, schedules, and emer…
N/A N/A
36965
jagypus
signal-mcp Claim
Enables querying Signal Desktop chats and messages by reading the encrypted SQL…
N/A N/A
36966
Iqbalahmed7
simulatte Claim
Run synthetic research studies from any MCP client. 25+ SKUs + cross-study insi…
N/A N/A
36967
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
36968
team-upgrade
This server acts as a bridge between your Notion workspace and your development…
N/A N/A 95
36969 N/A N/A 95
36970
Aimiten
hilma-mcp Claim
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
N/A N/A
36971
OVDEN13
Read and write a self-hosted TriliumNext knowledge base over its ETAPI.
N/A N/A
36972
mcp Claim 1
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and P…
N/A N/A 81
36973
raptor.rb
Nano Banana MCP
N/A N/A 95
36974
devsrodrigo
iOS dopamine detox app with social media blocking and screen time tools.
36975
eliottreich
AI agents fix GitHub bugs (with regression tests) or raise test coverage. Paid …
N/A N/A
36976
dtjohnson83
dot Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
N/A N/A 95
36977
vigneshRN52
Minimal Go MCP Server for high-performance context bridging
N/A N/A 95
36978 N/A N/A 95
36979
krukovsasa99
serena Claim
N/A N/A 95
36980
ucp
ucp-registry Claim
Discover and search UCP (Universal Commerce Protocol) merchants, products, and …
81
36981
rosch100
mcp-sqlite Claim 1
MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations…
N/A N/A 81
36982
kiranreddi
Sentinel DV Claim
Security-first MCP server for verification intelligence (SystemVerilog/UVM/coco…
N/A N/A
36983
alyiox
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
N/A N/A
36984
brandonbosco
Build custom API integrations quickly with this ready-to-use MCP server templat…
N/A N/A 95
36985
cyanheads
Access US federal award, recipient, agency, and spending analytics data from US…
36986
Poghappy
aloha Claim
N/A N/A 95
36987 N/A N/A 95
36988
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
81
36989
CSOAI-ORG
agent-commerce-payments-mcp MCP server by MEOK AI Labs
N/A N/A
36990
Mearman
MCP server and CLI tool for interacting with the Wayback Machine without API ke…
N/A N/A
36991
NguyenTrinh3008
Provides a unified MCP interface that proxies requests to multiple backend serv…
N/A N/A 95
36992
Search Argentine Supreme Court sumarios: legal topics, case analysis, metadata
N/A N/A 81
36993
estebanhiguitad
Enables interaction with Trello boards, lists, and cards using the Model Contex…
36994
MCP-Mirror
Enables complete Slack integration through natural language in Cursor IDE, supp…
81
36995
snaggle-ai
Connect any HTTP/REST API server using an Open API spec (v3)
N/A N/A 95
36996
aixsignal
Hello Claim
Generate friendly, personalized greetings instantly. Validate your setup quickl…
N/A N/A 95
36997
himnishpersonal
Analyzes financial contract PDFs to extract clauses, flag risk terms, and compa…
36998
nauta-ai
Holster MCP Claim
Local-first secret scanning, rotation, vault, and audit-log tools for AI agents.
N/A N/A
36999
openascot
Enables AI assistants and CLI tools to explore and analyze datasets from 600+ g…
81
37000
briangaoo
whoop-mcp Claim
Full read + write access to your Whoop fitness data via the private iOS API. 48…
N/A N/A
Showing 36951–37000 of 41157 servers
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