MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60051
PhilFer1973
Enables answering business questions over local SQL Server WideWorldImporters d…
— ○ ⏳ — N/A N/A — — —
60052
CSOAI-ORG
fda-samd-mcp Claim 1
FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pat…
— ○ ⏳ — N/A N/A — 81 —
60053
esdraelon
A small MCP server that scrapes and returns semantic event data from configured…
— ○ ⏳ — N/A N/A — — —
60054
hckhanh
Gitlab Utils Claim
Extend your GitLab workflows with additional utilities to enhance productivity …
— ○ ⏳ — N/A N/A — 95 —
60055
kaminari-ad
Lets AI agents launch scans, inspect results, manage campaigns and policies, an…
— ○ ⏳ — — — — — —
60056
pixlflip
Cortex Claim
A dynamic, governed memory layer for Markdown notes that serves knowledge to AI…
— ○ ⏳ — — — — — —
60057
MCP-Mirror
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
— ○ ⏳ — — — — 81 —
60058
codependentai
Mind Cloud Claim
Persistent memory infrastructure for AI systems, running on Cloudflare's edge n…
— ○ ⏳ — — — — — —
60059
mcpslim
A token-optimized filesystem MCP server that groups 14 tools into 6 semantic op…
— ○ ⏳ — N/A N/A — — —
60060
pipeworx-io
Access City of Longview, Texas open geospatial data (parcels, zoning, public wo…
— ○ ⏳ — — — — — —
60061
crims0n
nwtools-mcp Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
— ○ ⏳ — — — — — —
60062
mackerelio-labs
Enables interaction with the Mackerel monitoring platform, providing tools to m…
— ○ ⏳ — — — — — —
60063
owieschon
bank.mcp Claim
MCP server that turns bank transactions into a financial digest including cash-…
— ○ ⏳ — N/A N/A — — —
60064
Youxuuuuu
A low-token human-AI co-reading MCP tool that imports local EPUB/TXT/Markdown b…
— ○ ⏳ — N/A N/A — — —
60065
zetlen
Enables AI agents to check the health of internet infrastructure and specific s…
— ○ ⏳ — — — — — —
60066
axel-belfort
CSV parsing API for AI agents. Convert CSV data to JSON array with auto-detecti…
— ○ ⏳ — — — — 81 —
60067
chelstein
KAZM 106.5 FM/780 AM: now playing, weather, fire alerts, road conditions & conc…
— ○ ⏳ — — — — — —
60068
jamesbrink
An MCP server for Dead Man's Snitch that enables AI assistants to manage monito…
— ○ ⏳ — — — — — —
60069
loonghao
DCC-MCP-IPC Claim
Multi-protocol IPC adapter layer for integrating DCC software (Maya, Houdini, B…
— ○ ⏳ — — — — — —
60070
wyre-technology
knowbe4-mcp Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
— ○ ⏳ — — — — — —
60071
juSt-jeLLy
MCP server for Zama's fhEVM that provides tools to scaffold, compile, deploy, t…
— ○ ⏳ — — — — — —
60072
HydroChlorix
MCP server for interacting with Google Drive using a service account, restricte…
— ○ ⏳ — N/A N/A — — —
60073
gareevart
AI-powered MCP server for managing a Supabase Upload App, enabling blog posts, …
— ○ ⏳ — — — — — —
60074
polarpoint-io
MCP server for HolmesGPT that provides runbook search, gap detection, AI-assist…
— ○ ⏳ — — — — — —
60075
a-g-e-n-t-s
Comprehensive quest orchestration system with KĀDI broker integration, multi-ch…
— ○ ⏳ — — — — — —
60076
diligejy
Automates Jupyter Book notebook creation by fixing common rendering issues (bol…
— ○ ⏳ — N/A N/A — — —
60077
Tactic-Systems
leafwright Claim
Render HTML, URLs, and templates to PDF. AI drafts templates and fixes them fro…
— ○ ⏳ — — — — — —
60078
chenyeju295
MCP服务器用于扫描iOS项目,生成改造计划和Cursor规则,帮助开发者逐步优化代码迁移。
— ○ ⏳ — N/A N/A — — —
60079
hasna
MCP server for domain portfolio management, registrar operations, marketplace, …
— ○ ⏳ — — — — — —
60080
gandli
Yanyue MCP Claim
Enables searching and retrieving cigarette product information from Yanyue.cn, …
— ○ ⏳ — — — — 81 —
60081
globodai-group
A Model Context Protocol (MCP) server that provides tools to interact with the …
— ○ ⏳ — N/A N/A — — —
60082
Temple-of-Epiphany
IMAP MCP Pro Claim
Production IMAP & SMTP for Claude: multi-account email search, triage, send, an…
— ○ ⏳ — N/A N/A — — —
60083
LogicLabsAI
UltraMemory Claim
Cross-tool memory for your AI that recalls first every turn and admits when it …
— ○ ⏳ — — — — — —
60084
farr1102work-bzcc
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
— ○ ⏳ — — — — 81 —
60085
a-slvn
selectel-mcp Claim
An MCP server that gives an AI agent controlled access to a Selectel cloud acco…
— ○ ⏳ — — — — — —
60086
secdim
mcp Claim
Personalised developer security learning pathways from SecDim's challenges and …
— ○ ⏳ — — — — — —
60087
Teycir
SkillsGuard Claim
Static security scanner for AI agent skill packages that detects malicious SKIL…
— ○ ⏳ — N/A N/A — 95 —
60088
bgx4k3p
MCP server providing full coverage of the Huly SDK — issues, projects, workspac…
— ○ ⏳ — N/A N/A — — —
60089
RFingAdam
Enables AI agents to control Copper Mountain Vector Network Analyzers over TCP/…
— ○ ⏳ — — — — — —
60090
EDKarlsson
locus Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
— ○ ⏳ — N/A N/A — 95 —
60091
dukeguykr
nara-bid-mcp Claim
Enables searching Korean procurement notices from the public data portal, with …
— ○ ⏳ — — — — — —
60092
M2201
AI strategy, workflow automation, and process-improvement assessment for small …
— ○ ⏳ — — — — — —
60093
Microck
Font MCP Claim
An expert design advisor MCP server that researches live discussions, scans pro…
— ○ ⏳ — N/A N/A — — —
60094
Mr-wang007s
Enables LLM Desktop clients to generate rich media content like PPT, HTML, and …
— ○ ⏳ — — — — — —
60095
linanwanttodo
Enables AI coding tools to follow a structured spec-driven development workflow…
— ○ ⏳ — N/A N/A — — —
60096
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
— ○ — N/A N/A — 81 —
60097
Glebenjoy
Hyperliquid perp & spot data: prices, funding, open interest, order book, posit…
— ○ ⏳ — N/A N/A — — —
60098
markswendsen-code
Enables AI agents to interact with Robinhood brokerage accounts via browser aut…
— ○ ⏳ — N/A N/A — — —
60099
OraDavis
MCP server for Couchdrop that enables file listing, metadata inspection, downlo…
— ○ ⏳ — — — — — —
60100
evan-moon
skope Claim
A personal news lens MCP server that uses Claude's web search to find articles …
— ○ ⏳ — N/A N/A — — —
Showing 60051–60100 of 69070 servers