MCP Server Quality Scores

Independent quality analysis of 61551 public MCP servers

61551
Discovered
30042
Scored
2112
Verified
16953
Complete

Last updated 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31201
wawworld
dynalist-mcp Claim
A Model Context Protocol server that enables AI assistants to read, write, sear…
N/A N/A
31202
dailybeast
parsely-mcp Claim
MCP server that enables AI assistants to query Parse.ly analytics for top posts…
31203
Agentberg
agentberg Claim
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
31204
spilchen
A Model Context Protocol server that provides read-only access to Yahoo Fantasy…
31205
KYBvWHxW
高性能满-汉双向机器翻译系统,支持形态分析和增强型翻译引擎。
31206
keyshade-xyz
keyshade-mcp Claim
MCP server for interacting with Keyshade's secrets management platform, enablin…
N/A N/A
31207
alfredojrc
Provides a disposable, hardened Kali Linux sandbox with an MCP interface for LL…
31208
Liam6130
Huppert MCP Claim
MCP server that enables AI assistants to access and query fNIRS data analysis t…
N/A N/A
31209
yeshello-app
YesHello Claim
Digital business cards, lead capture forms, and service listings - built and ma…
31210
pinkpixel-dev
Enable AI agents to store, search, and delete persistent memories across sessio…
N/A N/A 95
31211
FreelexHo
power-bi-mcp Claim
Power BI MCP server with device code auth, enhanced refresh (table-level pollin…
31212
sunasaji
Gives AI agents full keyboard, mouse, and screen access to a physical PC via a …
N/A N/A
31213
litsen
LFWin Payment MCP Server is a payment capability service for AI Agents. Adherin…
31214
mantrakp04
Local development bridge between TanStack Devtools and MCP-capable coding agent…
N/A N/A
31215
anhuaxiang
Enables AI assistants to interact with Google Sheets, performing operations lik…
N/A N/A
31216
agimenez-dev
imap-mcp Claim
Enables email management via IMAP and SMTP with multi-account support, safe sen…
31217
Jason26214
A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, …
N/A N/A
31218
oogleyskr
Comprehensive MCP server for Google Stitch with 36 tools covering design-to-cod…
31219
sixirixis
kiasu-scout Claim
MCP server to help businesses analyze their visibility in AI assistant recommen…
31220
cho-0820
Enables Claude to read posts, create new posts, and add comments on Padlet boar…
31221
jeremynashrei
mcp Claim
People and property search for Claude and ChatGPT. Phones, emails, addresses, r…
31222
mikeh-22
A Model Context Protocol (MCP) server that lets AI assistants interact with Tra…
31223
goodmannn
An MCP server that enables users to generate AI images using the Jimeng AI API …
81
31224
emily397
Enables AI agents to draft evidence-grounded cold-email openers, A/B variants, …
31225
matheus-rech
Enables AI-assisted meta-analysis workflows following Cochrane methodological s…
N/A N/A
31226
bbuchsbaum
EcoOracle Claim
EcoOracle is an MCP server that retrieves canonical usage recipes and API cards…
31227
pipeworx-io
mcp-uk-ons Claim
Enables querying UK Office for National Statistics datasets and their editions …
31228
holger1411
A lean Model Context Protocol (MCP) server that gives AI assistants like Claude…
31229
ZethicTech
obsidian-mcp Claim
Bridges Obsidian vaults with MCP-compatible AI tools, enabling read/write/searc…
N/A N/A
31230 N/A N/A 95
31231
ninjacazul
Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
31232
FraanW
A powerful MCP server that integrates MATLAB with AI, allowing you to execute M…
N/A N/A
31233
ai-mcp-garage
Provides timezone-aware date and time information with configurable time format…
81
31234
NathanielDaniels
Enables querying WHOOP biometric data (recovery, strain, sleep, workouts, heart…
31235
flomio
PassNinja Claim
Issue and manage Apple Wallet & Google Wallet passes from any MCP-aware AI clie…
N/A N/A
31236
0ju1c3
slop-cop Claim
Detects and fixes LLM prose patterns in text, exposing tools for auditing and i…
31237
twinity1
Syncs Confluence spaces to local files for efficient editing by coding agents, …
N/A N/A
31238
idachev
Decompiles Java .class files, packages, and JARs into readable source code, ena…
N/A N/A
31239
universal-mcp
Provides a standardized MCP interface for interacting with Shopify tools and se…
31240
leocaogit
An MCP server that connects to SAP ERP systems via RFC to perform native ABAP s…
N/A N/A
31241
axel-belfort
Crypto airdrop eligibility API for AI agents. Check any wallet's eligibility fo…
81
31242
Clarethium
Enables structural framing analysis of documents, identifying perspectives, omi…
N/A N/A
31243
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, mani…
N/A N/A 69
31244
u9401066
Enables AI agents to perform structured root cause analysis from clinical incid…
N/A N/A
31245
entrepeneur4lyf
MCP server for comprehensive code analysis, navigation, and quality assessment …
N/A N/A
31246
Rikuto-des
A read-only Figma MCP server for GitHub Copilot that renders screenshots locall…
31247
CSOAI-ORG
Issues, verifies, and exchanges portable cryptographic compliance passports for…
31248
hjanuschka
Enables AI assistants to search and explore Chromium and PDFium source code, ch…
81
31249
ciphernaut
An adaptive MCP server that grows and evolves based on user needs through self-…
N/A N/A 95
31250 N/A N/A 95
Showing 31201–31250 of 61551 servers
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