MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
26301
sjcripps
AI-powered SEO and marketing tools for Claude, Cursor, and any MCP client. Rese…
81
26302
DiegoNogueiraDev
A local MCP server for RAG memory, semantic search, and context optimization us…
N/A N/A 95
26303
AgentTrust Claim
Free email for AI agents, instant messaging between agents, and cloud file stor…
26304
checkra1neth
xbird Claim
Twitter/X MCP server — 30 tools with x402 micropayments. Runs locally from your…
N/A N/A 67
26305
Nonprofit lookup and IRS 990 filing data: revenue, assets, and compensation via…
26306
AI-native GTM OS for B2B SaaS — account health, pipeline, renewals, territories…
26307
bigboss32
mcp Claim
N/A N/A 95
26308
Contexta Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
26309
Vaishnavi-jagan
A standalone MCP server that exposes Eyra Accelerator API endpoints as tools fo…
26310
beomsu317
papers Claim
N/A N/A 95
26311
MCP Server for Apache Iceberg
N/A N/A 81
26312
pbteja1998
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
N/A N/A 95
26313
ApacheBin
xb-test Claim
131242424
N/A N/A 95
26314
c0sc0s
A TypeScript-aware MCP server that provides coding agents with repository disco…
N/A N/A
26315
ROHWOOCHUL
test11 Claim
N/A N/A 95
26316
drew-keever
mcp Claim
Search SEC-registered financial advisors — profiles, disclosures, risk scores, …
N/A N/A 95
26317
MCP-Mirror
Enables AI agents to interact with the Brex financial platform, allowing access…
81
26318
AskNeedl Claim
Enterprise AI for trusted intelligence
26319
simonfraserduncan
Echo Server Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
N/A N/A 95
26320
AutomattaIA
Enables restaurant reservation management and schedule checking through Supabas…
N/A N/A 95
26321
Live price quotes and private airport transfers from MBJ, KIN, and OCJ airports…
26322
wecantdoit
Enables AI-powered browser automation and test development within the Magni aut…
N/A N/A 95
26323
Splaticusamz
Enables AI assistants to access and manage Shopify store data including product…
26324
krukovsasa99
serena Claim
N/A N/A 95
26325
lily95h
Enables interaction with Azure AI Foundry services including model exploration …
81
26326 N/A N/A 95
26327
ub-dev-7
Provides 11 powerful tools for Angular development with enterprise-grade templa…
81
26328
IgorGanapolsky
An MCP server that provides memory management and gateway capabilities, enablin…
26329
jinpyo.yi
ask_her Claim
N/A N/A 95
26330
pishnuke
Enables fetching market and options data including OHLCV prices, option chains,…
81
26331
mmingo-director-of-ai
Enables interaction with the Huntress SAT API to manage security awareness trai…
81
26332
intake-triage
LinkRescue Claim
Broken link detection, monitoring, and AI-powered fix suggestions for websites.…
N/A N/A
26333
Thinh-nguyen-03
Enables scheduling meetings and sending email confirmations through Google Cale…
81
26334 N/A N/A 95
26335
0x3at
tasks Claim
N/A N/A 95
26336
infamousjoeg
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
26337 N/A N/A 95
26338
MCP-Mirror
MCPDocSearch Claim
Crawls documentation websites and provides semantic search capabilities over th…
N/A N/A 95
26339
marcelobrake
Enables Claude Desktop to interact with 57 AWS services using over 200 tools an…
N/A N/A
26340
NOTTIBOY137
PoC: Open Registry supply chain — unvetted server listing (security research)
N/A N/A 95
26341
smartschool-mcp Claim 1
Access Smartschool courses, grades, assignments, and messages through the Model…
N/A N/A 81
26342
erisonsuzuki
An orchestration system that breaks down user prompts into actionable tasks and…
N/A N/A 95
26343
MadLlama25
A production-ready server that connects Claude Desktop to Firewalla network man…
81
26344
camiloluvino
Enables AI assistants to interact with Roam Research graphs through comprehensi…
81
26345
shadabbi
Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diff…
N/A N/A 95
26346
jjunmomo
A Model Context Protocol server that enables Claude to help developers implemen…
81
26347
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
26348
bibiibjorn-Finvision
Enables Claude AI to analyze Power BI Desktop models with comprehensive capabil…
N/A N/A 95
26349
pinkpixel-dev
Enable AI agents to store, search, and delete persistent memories across sessio…
N/A N/A 95
26350
clm-studios
Prediction market strategy backtesting with real on-chain Polymarket data
N/A N/A
Showing 26301–26350 of 30006 servers
« Prev 1 525 526 527 528 529 601 Next »