MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49301
mqasim7
A secure MCP server with authentication, rate limiting, and tools for querying …
49302
troelskn
swehockey Claim
Enables AI assistants to look up Swedish ice-hockey data from stats.swehockey.s…
49303
ty13r
Create, manage, and publish Substack posts with full rich text formatting direc…
49304
cordfuse
sftp-mcp Claim
Provides a browsable, mutable SFTP filesystem for AI agents, supporting file op…
49305
Abraar02
AI-powered threat intelligence server with real-time alert monitoring and multi…
N/A N/A
49306
RFNOACH
Enables asking questions in plain English about 61,765 customer-support tickets…
N/A N/A
49307
mcpnexus-registry
Enables natural language control of self-hosted media services like Sonarr, Pro…
49308
iamstefanp
Enables AI assistants to control YouTube Live Streaming, including creating bro…
N/A N/A
49309
SebastianWild
Dawarich MCP Claim
Enables interaction with Dawarich location history through tools for maps, stat…
49310
SunCreation
MCP server for Google Docs, Sheets & Drive with full formatting support.
N/A N/A
49311
recursive
Query the Recursive AI support agent platform — pricing, features, capabilities…
81
49312
ladla90077-web
Connects to SolidWorks 2022 over COM to run, test, and auto-fix VBA macros, ret…
N/A N/A
49313
pahar0
Enables AI assistants to search, manage, and analyze data in Splunk instances t…
49314
a2345sooted
Helps users decide what to eat by randomly selecting meals from a database of 1…
81
49315
landonray
Stateless Node.js service that exposes Ontraport CRM functionality as structure…
49316
obviyus
ynab-mcp Claim
A Model Context Protocol server that enables Claude to interact with YNAB budge…
49317
Fibrous-Finance
FibX Claim
Swap, transfer, track a portfolio and use Aave V3 on Base, Citrea, HyperEVM and…
N/A N/A
49318
taehyun-lim
MCP server for South Korean election research, providing tools to search candid…
49319
drawio
Draw.io Claim
Generates and displays interactive diagrams to visualize complex systems and wo…
81
49320
seraved
mcp-ssh Claim
Enables AI assistants to run commands on remote SSH-accessible devices via pers…
49321
jgsystemsconsulting
MCP bridge to live SysML v1 models in CATIA Magic / Cameo Systems Modeler (No M…
N/A N/A
49322
joje6
mcp-server Claim
An example MCP server with StreamableHTTPServerTransport, providing calculator …
49323
flybfree
A Claude-powered MCP tool suite for interacting with a Wazuh SIEM manager, enab…
49324
yassineteimi
A proof of concept MCP server that gives AI agents business context for e-comme…
49325
ygtalp
rawthink Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
N/A N/A
49326
zachspar
fred-mcp Claim
Enables querying and retrieving Federal Reserve Economic Data (FRED) including …
49327
nanwer
Enables Claude to plan trips by performing live searches against Google Flights…
N/A N/A
49328
fleagne
An MCP server implementation that integrates with Backlog API, enabling project…
81
49329
jasoncronje
Enables inspection and control of Arc Browser spaces and tabs on macOS, includi…
N/A N/A
49330
QalaLabs
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
49331
NimbleBrainInc
Provides comprehensive access to OpenAI's API capabilities including chat compl…
81
49332
rajat1994
An MCP server that turns any public GitHub repository into a PDF report contain…
N/A N/A
49333
getsentry
MCP server for Plausible Analytics that enables querying traffic, conversions, …
N/A N/A
49334
Scout-AI-Labs
Provides coding agents with live web capabilities including web search, scrapin…
49335
kyw1419
copilot Claim
N/A N/A 95
49336
friendlygeorge
Multi-engine container and system vulnerability scanning for AI agents. Wraps T…
N/A N/A
49337
reichenbach
iwork-mcp Claim
An MCP server that provides 113 tools for automating Apple iWork apps (Numbers,…
N/A N/A
49338 N/A N/A 95
49339
bigguybobby
Enables Claude Desktop and MCP clients to interact with NEAR blockchain account…
N/A N/A
49340
rhinocap
Raven Claim
Design intelligence for coding agents: audits, design systems, and a taste prof…
49341
meridianmcp
meridian Claim
Persistent memory, task coordination, and HITL queue for AI coding sessions.
49342
lm203688
Enables AI to safely view and operate Redis databases with read-only mode by de…
49343
axel-belfort
Currency conversion API for AI agents. Convert between fiat currencies (ECB rat…
N/A N/A 95
49344
Imsamiullah09
Enables natural language querying of Amazon Advertising data including Sponsore…
49345
BlackMount-ai
Construction estimating MCP: 48 tools — materials, labor, cost, structural, MEP…
N/A N/A
49346
herrozim-ship-it
yureong Claim
Verifies Korean legal citations (case numbers, statutes) against the official g…
49347
vKongv
Enables controlling a local Chrome browser via MCP tools, using a Chrome extens…
N/A N/A
49348
machado000
MCP server for querying artist royalty performance in Brazilian Portuguese, usi…
49349
gyeongmin100
Enables querying South Korean stock disclosures, financial statements, and shar…
N/A N/A
49350
PedroGabrieldm
goevento-new Claim
N/A N/A 95
Showing 49301–49350 of 67226 servers
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