MCP Server Quality Scores

Independent quality analysis of 50632 public MCP servers

50632
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50601
MastadoonPrime
Sylex Memory Claim
Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared…
50602
datalattice
Enables to perform actuarial chain-ladder reserving calculations, including IBN…
N/A N/A
50603
klappe-pm
Enables real estate property searches with location and criteria filtering, plu…
81
50604
TeaBay
payclaw Claim
Drop-in x402 payment middleware for MCP servers. Charge AI agents per tool call…
50605
neuralnexustech
Cortex MCP Claim
Persistent brain, memory, loop controller, and reminder engine for AI coding ag…
N/A N/A
50606
kdaehun00
Converts common units for length, weight, temperature, area, and volume.
50607
phoenix581228
An intelligent AI assistant routing and management platform that integrates 107…
N/A N/A 95
50608
chainraydev
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
81
50609
nqrwhal
kef-mcp Claim
MCP server for controlling KEF wireless speakers (LSX II, LS50 Wireless II, LS6…
50610
atBuba
MCP server providing real-time public transport data for Tomsk, including route…
N/A N/A
50611
drewrukin
dtrack-mcp Claim
MCP server that connects Claude to Dependency-Track for natural language vulner…
50612
pipeworx-io
mcp-speedrun Claim
Enables AI agents to query Speedrun.com data through the official API, supporti…
50613
shaheen2013
Enables querying the DuckDuckGo Instant Answer API through the Model Context Pr…
50614
QmQsun
Wind MCP Claim
Provides AI assistants with direct access to Wind Financial Terminal data, incl…
N/A N/A
50615
ManotLuijiu
Enables ERPNext management, file operations, read-only database access, and ERP…
50616
floatingsidewal
Bulkhead Claim
Provides cascading content protection for AI coding assistants by detecting and…
50617
DharhshiniVJ
mongo-mcp Claim
A local MCP server that connects Claude Desktop to a MongoDB database, enabling…
N/A N/A
50618
aspose-cells-cloud
Automates Microsoft Excel spreadsheet creation and editing via MCP tools for an…
50619
quadratik
Quadratik.AI Claim
The B2B data architecture for high‑growth teams. Leverage 100B+ validated globa…
81
50620
illscience
vibe-debug Claim
Enables coding agents to use a real debugger (Python via debugpy) for launching…
N/A N/A
50621
zhaoran025
SmartDB MCP Claim
智能数据库查询 MCP 服务,支持在 AI 编程工具中用自然语言查询数据库。
N/A N/A
50622
shuji-bonji
MCP server providing browser compatibility data for the entire Web Platform.
50623
karolswitala
Syncs and retrieves daily nutrition data (meals and macros) from Fitatu via MCP…
50624
bjh5098
vibe-mcp-03 Claim
N/A N/A 95
50625
pipeworx-io
Provides access to Canadian parliamentary data including debates, bills, votes,…
50626
thedavidquan01
Searches and analyzes competitor ads and content across Meta, Google, Instagram…
50627
baoduy
A FastMCP server for interacting with Microsoft Entra ID via the Microsoft Grap…
50628
ChistokhinSV
Enables control of GNS3 network lab automation, including projects, nodes, cons…
50629
shuji-bonji
An MCP (Model Context Protocol) server specialized in deciphering PDF internal …
N/A N/A
50630
Rakeshpatel87p
Integrates Kadmia's JavaScript learning platform with AI assistants to provide …
50631
tamimbinhakim
ctxpeek Claim
MCP server that fetches documentation from public git repositories at specific …
N/A N/A
50632
javerthl
Enables Claude to interact with ServiceNow instances through the ServiceNow API…
81
Showing 50601–50632 of 50632 servers
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