MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56201
ashfordeOU
kshana-mcp Claim
Validated PNT-resilience simulator over MCP — SGP4/SDP4 orbit propagation, IAU …
56202
tinhtinhcd
A Python-based MCP server for integrating Blender and 3D modeling capabilities …
N/A N/A
56203
cyanheads
Search artists, releases, recordings, works, and labels; traverse relationships…
56204
axel-belfort
Hyperliquid perpetual market data API for AI agents. Real-time order books, mid…
81
56205
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
56206
Veeam AIops Claim
Governed Veeam Backup & Replication ops — 12 MCP tools with audit, budget, undo…
N/A N/A
56207
guangxiangdebizi
Enables AI assistants to interact with Polymarket prediction markets, including…
56208
johnisanerd
Enables fetching a Google Maps contributor's review history as structured JSON,…
56209
Alweather-Anurag
ottasia Claim
Where to watch X in Y? 30 Asian and Middle Eastern streaming markets, via Claud…
56210
mascor
A secure, audit-logged MCP server for Frappe that exposes specific DocTypes and…
N/A N/A
56211
cristianaboitiz-eng
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
N/A N/A
56212
ChangooLee
Integrates 132 tools from the Korean Ministry of Legislation OPEN API to provid…
56213
nrempel
Provides access to Yahoo Finance data including real-time stock quotes, histori…
56214
a-slvn
selectel-mcp Claim
An MCP server that gives an AI agent controlled access to a Selectel cloud acco…
56215
Direct-TO
Wraps Kali Linux penetration testing tools for authorized security assessments,…
N/A N/A
56216
nicksenap
paparazzi Claim
MCP server that connects to your browser to capture screenshots, inspect consol…
N/A N/A
56217
ozzy-labs
suasor Claim
A local-first AI secretary that gathers your work context into private memory a…
56218
ewanc26
An MCP server for interacting with the AT Protocol (ATProto) ecosystem, includi…
56219
foreach-labs
eanscan-mcp Claim
MCP server for looking up EAN/UPC barcodes to get localized product details lik…
56220
prime001
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
56221
Fantasticlegend1000
opensooq-mcp Claim
A read-only MCP server that gives LLM agents live access to OpenSooq, the large…
56222
3D-Tech-Solutions
Code Scalpel Claim
Enables AI assistants to surgically extract and analyze code, reducing token us…
56223
e-brokenc0de
An MCP server that drives Anthropic's Claude Design from agentic coding CLIs, p…
N/A N/A
56224
InfraMCP
MCP server for VMware vSphere infrastructure management, enabling VM operations…
N/A N/A
56225
freeplayai
freeplay-mcp Claim
Enables AI agents to interact with Freeplay, an ops platform for AI engineering…
56226
nextlaneagency
bigquery-mcp Claim
N/A N/A 95
56227
universal-mcp
Enables interaction with Google SearchConsole tools and services through a unif…
56228
ahmedabdirahman1-max
safe-sql-mcp Claim
Enables read-only SQL database access for AI assistants, allowing schema explor…
N/A N/A
56229
k1y0miiii
tbro-mcp Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
N/A N/A
56230
eugeneoh04
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
56231
gustavodaitx
Enables reading data from a Google Sheets spreadsheet via the read_sheet tool, …
56232
lu-wo
Local-first MCP server for safely searching and editing Apple Contacts on macOS…
N/A N/A
56233
CSOAI-ORG
mmoagent-mcp Claim
Cross-game market intelligence and currency conversion across six MMOs, enablin…
56234
falegria86
Connects Zoho Projects with Claude AI to manage projects, tasks, time tracking,…
N/A N/A
56235
tangcent
Indexes local Maven and Gradle caches to enable AI agents to search for Java cl…
N/A N/A
56236
rob-long
Enables AI-powered debugging through structured logging with pattern recognitio…
81
56237
YawLabs
Provides 18 tools for Electron development, including secure IPC scaffolding, s…
56238
M-SAAD-BIN-MAZHAR
This MCP server lets an AI client manage GitHub repositories through the GitHub…
56239
Jonnyds
Enables natural language querying and semantic search over a bilingual customer…
N/A N/A
56240
zxkane
A Model Context Protocol (MCP) server for interacting with Quip spreadsheets. I…
56241
luccakazan
A template for deploying authentication-free MCP servers on Cloudflare Workers …
81
56242
chirag127
Crawl websites recursively to build a hierarchical map of pages. Convert HTML i…
N/A N/A 95
56243
bracesproul
Template for serving FastMCP servers over Streamable HTTP within a LangGraph Se…
56244
trashchenkov
Checks text for AI generation using GigaChat API, enabling integration into AI …
56245
owine
Exposes UniFi Protect's Integration REST API as tools for Claude Code and other…
56246
Influencers-Club
MCP server for the Influencers Club API — creator enrichment, discovery, audien…
56247
dilshankavishka
MCP-Server Claim
Enables querying a structured CV and sending test emails via Ethereal through a…
56248
mcpflow
Enables AI systems to manage Verodat accounts, workspaces, and datasets, includ…
56249
idamadam
Botany MCP Claim
Remote MCP server for authoritative plant information from the VicFlora API. En…
56250
GongRzhe
Gmail MCP server with auto authentication support for managing Gmail via AI ass…
N/A N/A 95
Showing 56201–56250 of 56925 servers