MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40651
cloud
brickdocs Claim
N/A N/A 95
40652
boringstudio-org
mcp-gitea Claim
MCP server for interacting with Gitea, enabling issue and PR management, reposi…
40653
ryan-norman-cmm
A comprehensive MCP server for managing product initiatives, architecture decis…
N/A N/A
40654
curlysasha
StarLine MCP Claim
MCP server for controlling StarLine car alarms via AI agents like Claude, provi…
40655
txemaleon
Enables AI agents to search and retrieve cited evidence packs for renewable ene…
N/A N/A
40656
LucasAllmaBI
Allows programmatic management of a Dify instance, including listing and creati…
40657
nesirat
A comprehensive system that helps organizations track, manage, and respond to s…
40658
gotalab
A novel game server supporting multi-branch visual novel scenarios in English a…
N/A N/A
40659
gorka2354
Shotik Claim
Open-source screenshot tool for Windows with a built-in MCP server that allows …
N/A N/A
40660
kutsushitaneko
Enables AI applications to run SQL queries and retrieve results from Oracle Dat…
N/A N/A
40661
vulcan-file-ops Claim 2
MCP server for AI assistants: read, write, edit, and manage files securely on l…
N/A N/A 81
40662
PierreJanineh
A server for analyzing technical debt across multiple programming languages, in…
N/A N/A
40663
cebarks
MCP server for the SP-Tarkov Forge API. Exposes Forge endpoints as MCP tools ov…
40664
microsoft
hacked-mcp Claim
hacked by abcd
N/A N/A 95
40665
MCP-Mirror
Connects to a Coreflux MQTT broker and provides tools for managing Coreflux com…
81
40666
seanerama
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
81
40667
insprd
HotelZero Claim
MCP server that searches hotels on Booking.com with 80+ filter options using Pl…
N/A N/A
40668
vaporif
wezterm-mcp Claim
Enables programmatic control of the WezTerm terminal emulator through the Model…
N/A N/A 95
40669
merpuya
Connects to your Smartsheet account, enabling Claude Code to browse workspaces,…
40670
wyre-technology
itglue-mcp Claim
A Model Context Protocol server that provides Claude with access to IT Glue doc…
40671
LEEHEEWON123
Enables gift recommendations via Naver Shopping and nearby pickup store search …
40672
ehddk6-cyber
Connects AI models to real-time search and inventory data for major South Korea…
81
40673
AIops-tools
MinIO AIops Claim
Governed MinIO ops: capacity RCA, bucket exposure audit, ILM gaps, healing, 31 …
N/A N/A
40674
Exploratory-Projects
MCP server that enables AI agents to instantly understand, generate pattern-awa…
N/A N/A
40675
andrewlamamills-tech
MissingLinkz Claim
Campaign link infrastructure for AI agents — validate, build, and inspect UTM-t…
N/A N/A 95
40676
falcoschaefer99-eng
muse-brain Claim
Relational memory substrate for AI agents with MCP tools, identity continuity, …
N/A N/A
40677
Gernika-Labs
mcp Claim
Score agent manifests, generate CI workflows, and pull Clarx scan findings into…
N/A N/A
40678
wlagyorgy
MEK MCP Claim
MCP server to access the Hungarian Electronic Library (MEK) search engines, ena…
40679
stock-vibes
meeting-mcp Claim
AI scheduling assistant for agents. Timezone conversion, public holidays for 10…
40680
NimbleBrainInc
Enables interaction with Pinecone vector databases for storing and searching em…
81
40681 N/A N/A 95
40682
ursaayush
Ableton MCP Claim
Enables full control of Ableton Live from AI assistants, including transport, t…
N/A N/A
40683
pipseedai
skyspark-mcp Claim
Enables AI assistants to interact with SkyFoundry SkySpark building automation …
81
40684
guptaprakhariitr
Provides live and historical cryptocurrency prices, trending coins, and global …
40685
dmarkey
rip-ie-mcp Claim
Search and browse Irish death notices from RIP.ie with tools for searching deat…
N/A N/A
40686
florinel-chis
gomag-mcp Claim
A Model Context Protocol server for the Gomag Public API that provides 48 typed…
40687
ShuailongDai
Enables natural-language automation of DIgSILENT PowerFactory for engineering t…
N/A N/A
40688 N/A N/A 95
40689
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
N/A N/A 81
40690
yamo-protocol
Enables LLMs to interact with the YAMO Blockchain, including reading lesson mem…
40691
TXAVLOG
Txa_MCP Claim
Professional local context management and system diagnostic tools for AI IDEs (…
N/A N/A
40692
PaddyAlton
gotask-mcp Claim
An MCP server that enables AI agents to list and run tasks defined in Taskfile.…
N/A N/A
40693
pipeworx-io
Enables querying Glasgow City Council GIS open geospatial datasets (parcels, zo…
40694
agentbay
AgentBay Claim
Persistent memory, teams, and …
81
40695
PetitOnes
A note-taking MCP server for Claude-based agents that provides persistent markd…
N/A N/A
40696
JayantPrakash
SampleMCP Claim
A demonstration MCP server that provides math (add/multiply) and weather tools,…
40697
aliwatters
Browser automation for AI agents via the Model Context Protocol, enabling web n…
N/A N/A
40698
geopopos
Enables LLMs to read conversations, send messages, create tasks, and manage cal…
N/A N/A
40699
realskyrin
An MCP server that automatically translates Android app string resources to mul…
N/A N/A
40700
nullsection
Enables Claude to browse the web and make GET/POST/PUT requests with a real Chr…
Showing 40651–40700 of 67181 servers
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