MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26533
Scored
1640
Verified
16957
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31251
NobufumiMurata
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
N/A N/A
31252
xue20010808
readfi1e_mcp Claim
N/A N/A 95
31253
Kallows
A Python-based server allowing seamless integration with JIRA for managing and …
N/A N/A 95
31254
kodey-ai
Run SOQL queries against your Salesforce org to retrieve records and insights. …
N/A N/A 95
31255
@Imsxm15
job-searchoor Claim
N/A N/A 95
31256
apideck
Model Context Protocol server for the Apideck Unified API. Connect any MCP-comp…
31257
Yusuke-Shibata23
Cocktail Claim
Enables natural language search for cocktail recipes and ingredient information…
31258
hoon
brave-search Claim
N/A N/A 95
31259
godle
Free AI prompt API with 185 expert role contexts and 1,741 prompt templates acr…
31260
imohanvadivel
Exposes the complete Zoho Desk API with over 700 endpoints across 130 categorie…
31261
apiclaw
Real-time Amazon data API built for AI agents. 200M+ products, 1B+ reviews, liv…
31262
dingdawg
Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs…
N/A N/A
31263
zjl13031-byte
prection Claim
N/A N/A 95
31264
Br0ski777
Base chain DeFi yields — Aerodrome, Moonwell, APY, TVL, risk scores. x402.
31265
r-space-technology-ltd
rspace Claim
R.Space — the real estate OS for the UAE. The platform powers every side of th…
81
31266
funkytownk
Analyze Gold IRA sales call transcripts to reveal insights, risks, and opportun…
N/A N/A 95
31267
toolstem
Financial intelligence MCP for AI agents — DCF, ratios, comparisons. Pre-comput…
31268
OjasKord
Validate EU, UK, AU VAT numbers for AI agents. EU ViDA e-invoicing compliance.
31269
yusiwen
MCP server for Drone CI/CD with 47 tools for build, repo, secret, user, templat…
N/A N/A
31270 N/A N/A 95
31271 N/A N/A 95
31272
kirha-ai
Kirha Crypto Claim
Connect your LLM to real-time crypto data. Track Ethereum wallet portfolios and…
N/A N/A 95
31273
hunter-it360
A basic serverless MCP implementation using Netlify Functions and Express. Demo…
81
31274
webmoleai
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
N/A N/A
31275
softvoyagers
PageShot MCP Claim
Capture webpage screenshots with format, viewport, and dark mode options
N/A N/A 95
31276
ellmos-ai
Developer-focused MCP server for code analysis, JSON repair, encoding fixes, an…
N/A N/A
31277
zukhanyendiki9-code
Provides real-time South African load shedding data through the EskomSePush API…
31278
xiaobenyang-com
sbwsz Claim
搜索并筛选万智牌卡牌,优先查看中文卡面,按颜色、类别、费用等条件快速定位目标。浏览系列信息与全套清单,轻松追踪新系列并回顾历史扩展。创作由卡图拼字组成的趣味图…
N/A N/A 95
31279
nicholasemccormick
meetsync-mcp Claim
31280
pipeworx-io
guif Claim
GBIF MCP — wraps the Global Biodiversity Information Facility API v1 (free, no …
31281
MNIsRed
An extension-based MCP server that enables AI assistants to control your browse…
N/A N/A
31282
vdineshk
RailRouter Lite is a real, production-ready MCP server implementing the Model C…
31283
fntyler
test4 Claim
N/A N/A 95
31284
zkproofport
proofport-ai Claim
Zero-knowledge proof generation MCP server for AI agents. Lets agents prove ide…
31285
leecj
deepwiki Claim
N/A N/A 95
31286
derrikjb
Integrates with the Obsidian Local REST API to enable reading, creating, editin…
N/A N/A 95
31287
Mihkel00
tokven-mcp Claim
Generate design token systems from a hex color — OKLCH-derived, WCAG-validated,…
N/A N/A
31288
Wynelson94
Longhand Claim
Local memory for Claude Code. Semantic recall across session history with zero …
N/A N/A
31289
jjunmomo
A Model Context Protocol server that enables Claude to help developers implemen…
81
31290
christophertmonk
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
81
31291
MCP-Mirror
MCPDocSearch Claim
Crawls documentation websites and provides semantic search capabilities over th…
N/A N/A 95
31292
wecantdoit
Enables AI-powered browser automation and test development within the Magni aut…
N/A N/A 95
31293
kaleckh
AuthProof Claim
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
N/A N/A
31294
pipeworx-io
Klaviyo Claim
Klaviyo MCP Pack — wraps the Klaviyo API for email marketing
31295
kiyoung8
Simulate M/M/1, M/M/c, and manufacturing (MPS) systems to forecast wait times, …
N/A N/A
31296
MATCHUP-LABS
NYC property intelligence, building violations, and restaurant/venue compliance…
N/A N/A
31297
noblabs
Personal asset planning: NISA/iDeCo sim, retirement planner, compound interest.
N/A N/A
31298
zlplzp123wyt
feishu-mcp Claim
Enables AI coding agents like Cursor and Claude Code to interact with Feishu (L…
31299
beom-trading
Run and backtest quantitative trading strategies using natural language descrip…
N/A N/A 95
31300
Nic9dev
Chronica Claim
Persistent memory MCP server for Claude Desktop. Gives Claude structured memory…
N/A N/A
Showing 31251–31300 of 33449 servers
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