MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43751
neo4j-contrib
neo4j-gds Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
— ○ ⏳ — — — — — —
43752
box3lab
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
— ○ ⏳ — — — — — —
43753
Griboedow
A Model Context Protocol server that provides real astronomical data (planetary…
— ○ ⏳ — N/A N/A — — —
43754
hvkshetry
Connects Claude with Microsoft 365 services such as Email, Calendar, Teams, One…
— ○ ⏳ — — — — — —
43755
micaelmalta
Enables AI assistants to interact with Datadog APIs for querying metrics, logs,…
— ○ ⏳ — — — — — —
43756
sourknives
Enables natural language interaction with Sleeper Fantasy Football API data, al…
— ○ ⏳ — — — — — —
43757
TCMPP-Team
Enables AI assistants to manage TCSAS miniprogram development tasks such as lau…
— ○ ⏳ — N/A N/A — — —
43758
oro-intel
UK public procurement data for AI agents. Tenders, contracts, buyer and supplie…
— ○ ⏳ — — — — — —
43759
Kumbaya-xyz
kumbaya-mcp Claim
Live access to Kumbaya's DEX, launchpad, social data, and search on MegaETH thr…
— ○ ⏳ — — — — — —
43760
jingyanjiang
k8s-mcp Claim
A lightweight MCP server that enables AI assistants to deploy, inspect, and ope…
— ○ ⏳ — — — — — —
43761
bblietz
brs-docs-mcp Claim
MCP server for Roku BrightScript documentation and device control, enabling doc…
— ○ ⏳ — N/A N/A — — —
43762
falconry
A Python MCP server using the Falcon web framework, providing Streamable HTTP t…
— ○ ⏳ — — — — — —
43763
maflot
Provides access to the Allen Institute for Brain Science API, enabling queries …
— ○ ⏳ — — — — — —
43764
dotojr123
Exposes the ProDoctor Cloud API as MCP tools for AI agents to manage appointmen…
— ○ ⏳ — — — — — —
43765
VVi3ard
1c-buddy-mcp Claim
Lightweight MCP server for 1C.ai integration, enabling queries, code analysis, …
— ○ ⏳ — N/A N/A — — —
43766
Qbandev
Enables AI assistants to query blockchain data across 30+ networks via Infura, …
— ○ ⏳ — — — — — —
43767
droyad
sumo-mcp Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
— ○ ⏳ — — — — — —
43768
bariskisir
IzmirDamMcp Claim
FastMCP server that provides daily water status and occupancy rates for dams in…
— ○ ⏳ — — — — — —
43769
da-troll
MCP server for the Trollspace API that exposes 47 type-safe tools for managing …
— ○ ⏳ — — — — — —
43770
jsardinia
Enables natural language management of Motion tasks, projects, schedules, and m…
— ○ ⏳ — — — — — —
43771
longcreat
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
— ○ ⏳ — — — — — —
43772
rgthelen
Enables Claude to interact with LinkedIn for posting, commenting, sharing media…
— ○ ⏳ — — — — — —
43773
vehoelite
Provides persistent AI memory and visual analysis tools for any MCP-compatible …
— ○ ⏳ — — — — — —
43774
iamishaan24
Provides tools and context for interacting with Google Cloud services, enabling…
— ○ ⏳ — N/A N/A — — —
43775
faton5
Extensible MCP server for managing a homelab from Claude AI, enabling control o…
— ○ ⏳ — — — — — —
43776
1995parham-learning
mcp101 Claim
A sample MCP server built with FastMCP that demonstrates basic tools and a Goog…
— ○ ⏳ — — — — — —
43777
mwl313
Namu Watcher Claim
Enables monitoring of Namu Wiki real-time search trends, including top keywords…
— ○ ⏳ — — — — — —
43778
meob
Euclid-MCP Claim
MCP server for logical reasoning that turns facts into formal proofs using a de…
— ○ ⏳ — N/A N/A — — —
43779
hnaymyh123-henry
MCP server for managing AI agent skills with pre-flight compatibility checks, e…
— ○ ⏳ — N/A N/A — — —
43780
matthewgjohnson
ask-another Claim
Enables AI assistants to query hundreds of models across OpenAI, Google, and Op…
— ○ ⏳ — — — — — —
43781
maxiomus
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
— ○ ⏳ — — — — — —
43782
stanislav-milchev
Enables web scraping with JavaScript disabled and network request monitoring, u…
— ○ ⏳ — N/A N/A — — —
43783
webexpr-pvilledary
mcp-erp Claim
MCP server for interacting with an ERP system via REST API, featuring Microsoft…
— ○ ⏳ — — — — — —
43784
haribote
thmh Claim
MCP server providing component catalog tools (search_components, get_component_…
— ○ ⏳ — N/A N/A — — —
43785
AppliedEllipsis
Provides AI-powered search, web search, image search, video search, news search…
— ○ ⏳ — — — — — —
43786
rileylsmith1997
An MCP server that reports on and manages systemd services using systemctl and …
— ○ ⏳ — N/A N/A — — —
43787
longhz
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
— ○ ⏳ — N/A N/A — — —
43788
Jinzo03
Enables MCP-compatible AI clients to access live crypto market data and AI-driv…
— ○ ⏳ — N/A N/A — — —
43789
DailyNoBug
A human-in-the-loop browser MCP server that pauses for user actions like login …
— ○ ⏳ — N/A N/A — — —
43790
cnzhihao
MCP-Artisan Claim
A secure MCP server with a workspace sandbox for AI agents to manage prompts, s…
— ○ ⏳ — N/A N/A — — —
43791
lzlrd
MCP server for RealFaviconGenerator to generate favicon sets, audit live sites …
— ○ ⏳ — N/A N/A — — —
43792
Aadilhassan
A thin bridge that connects any stdio-based MCP client to the MarketifyALL work…
— ○ ⏳ — N/A N/A — — —
43793
AlexMiaWat
Enables AI agents to interact with 1C:Enterprise databases through natural lang…
— ○ ⏳ — — — — — —
43794
RipperTs
Independent MCP service module for Poco, providing analytics and management too…
— ○ ⏳ — — — — — —
43795
ppatel26
MCP server for UploadThing that lets AI assistants upload, list, and delete fil…
— ○ ⏳ — — — — — —
43796
brenoperucchi
A durable MCP-native job relay that enables agents to dispatch work to each oth…
— ○ ⏳ — N/A N/A — — —
43797
arcframe-ai
arcframe-mcp Claim
Generate videos, images, audio, and 3D models from any MCP-compatible AI agent …
— ○ ⏳ — — — — — —
43798
tirthanzh
Provides tools to search and retrieve detailed information about airports and s…
— ○ ⏳ — — — — — —
43799
BACH-AI-Tools
Provides tools to access Twitter data including tweets, user profiles, communit…
— ○ ⏳ — — — — — —
43800
koraykoylu
IBAN validation, extraction, format specs, and BIC/SWIFT lookup tools for AI as…
— ○ ⏳ — — — — — —
Showing 43751–43800 of 69313 servers
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