MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12801
vulkanr
LastBlueTape Claim
Construction punch list management for AI agents. Create lists, add items, trac…
C 60 64 76 56 0 47 83 100
12802
kukapay
An MCP server that tracks the historical changes of Twitter usernames.
C 60 55 51 33 38 83 94
12803
zhigang1992
Happy Server MCP Claim
Enables programmatic interaction with Happy AI sessions, allowing users to list…
C 60 66 72 72 0 35 80 100
12804
ssong-openmaru-io
WordPress MCP Server Claim 1
A Node.js server that wraps the WordPress REST API with the Model Context Proto…
C 60 55 54 61 35 82 64
12805
onoda4480
Efficiently delivers project documentation to AI agents like Claude on-demand, …
C 60 55 48 63 25 81 77
12806
tedlikeskix
Alpaca MCP Server Claim 2
A Model Context Protocol server enabling LLMs like Claude to interact with the …
C 60 55 51 37 34 81 96
12807
tamerh
BioBTree Claim
A unified biomedical graph database that integrates 50+ primary data sources — …
C 60 66 90 46 0 52 78 92
12808
smithery-ai
A simple Typescript MCP server built using the official MCP Typescript SDK and …
C 60 66 96 42 0 42 81 96
12809
nmichaud0
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
C 60 66 78 58 0 42 81 100
12810
Intelligence08
Video Editor MCP Claim
Enables users to upload, search, edit, and generate videos through Video Jungle…
C 60 66 92 62 0 24 81 91
12811
burkestar
A server that allows users to query and analyze cloud cost data from Cloudzero …
C 60 54 66 27 N/A 40 95 67
12812
johnneerdael
Enables management of Netskope Network Private Access (NPA) infrastructure thro…
C 60 55 60 60 33 81 60
12813
whdghk1907
A Model Context Protocol server providing comprehensive Korean stock market ana…
C 60 55 69 33 34 81 80
12814
idcdev
MCP Magic UI Claim 3
A Model Context Protocol server that provides access to Magic UI components, al…
C 60 55 61 82 27 78 36
12815
Alberto-Codes
docvet Claim
Docstring quality vetting for Python -- enrichment, freshness, coverage, and pr…
C 60 66 78 31 0 89 84 91
12816
pedarias
Transforms static gemini-cli documentation into a queryable RAG service, enabli…
C 60 55 64 22 34 83 97
12817
jordy33
Provides two Model Context Protocol servers that enable controlling IoT devices…
C 60 55 64 31 19 81 99
12818
BioContext
PubChem-MCP Claim 1
An MCP server that provides tools for querying the PubChem database for detaile…
C 60 55 63 28 25 81 100
12819
JackKuo666
Sci-Hub MCP Server Claim
Enables AI assistants to search for academic papers by DOI, title, or keywords …
C 60 55 64 30 19 81 100
12820
pinion05
Claude Code can't do everything well. This MCP covers Claude Code's weaknesses …
C 60 54 42 50 N/A 20 87 100
12821
hunterphillips
sn-mcp Claim
Provides AI assistants with read access to ServiceNow instances to aid in build…
C 60 55 54 38 30 81 97
12822
plaban1981
A server that integrates Retrieval-Augmented Generation (RAG) with the Model Co…
C 60 54 50 31 N/A 36 95 89
12823
kukapay
chainlist-mcp Claim 1
An MCP server that gives AI agents fast access to verified EVM chain informatio…
C 60 55 55 27 38 82 100
12824
JackKuo666
medRxiv-MCP-Server Claim
🔍 Enable AI assistants to search and access medRxiv papers through a simple MCP…
C 60 55 70 30 16 83 93
12825
tejpalvirk
Provides tools for managing qualitative research knowledge graphs, enabling str…
C 60 55 76 33 18 81 82
12826
Gatescrispy
A comprehensive integration for Google Analytics 4 providing 54 tools for advan…
C 60 55 58 36 41 81 85
12827
king-of-the-grackles
AI-powered Reddit intelligence for market research and competitive analysis. Di…
C 60 66 88 43 0 57 80 94
12828
lukaskostka99
Discover high-impact keyword ideas across Central and Eastern European and Engl…
C 60 66 78 72 0 30 80 94
12829
aubreyhayes47
sci-calc-mcp Claim
sci_calc_mcp is a lightweight, high-performance Model Context Protocol (MCP) se…
C 60 54 38 30 N/A 44 95 100
12830
zad0xlik
Provides access to RateSpot.io mortgage rate APIs, enabling AI assistants to fe…
C 60 55 60 82 42 81 22
12831
kukapay
stargate-bridge-mcp Claim 1
An MCP server that enables cross-chain token transfers via the Stargate protoco…
C 60 55 57 31 43 74 97
12832
ali-bouali
Enables interaction with Saudi government services through the Absher platform,…
C 60 55 60 33 19 80 100
12833
mjucius
mjucius-cozi_mcp Claim
Manage your family's calendars and lists in Cozi. View, create, and update appo…
C 60 66 72 68 0 40 81 97
12834
Dosugamea
A server that enables Claude 3.7 and other AI agents to access VOICEVOX-compati…
C 60 55 48 100 41 81 22
12835
timolein74
MCP Server for AsterPay x402 Data API — market data, AI tools, crypto analytics…
C 60 55 21 66 33 82 100
12836
sawantudayan
A MCP server that provides tools for analyzing git changes and suggesting appro…
C 60 54 53 28 N/A 42 95 85
12837
yugabyte
YugabyteDB MCP Server Claim 1
An MCP server implementation that allows Large Language Models to directly inte…
C 60 55 53 28 51 81 90
12838
jalaj-pandey
Weather MCP Tool Claim
An India-focused MCP server that provides real-time weather conditions, forecas…
C 60 55 48 45 21 81 99
12839
tmstack
A secure database query service built on FastMCP framework that allows users to…
C 60 55 56 46 23 81 89
12840
tmhr1850
Backlog MCP Server Claim
Provides access to Backlog API for project management, issue tracking, and file…
C 60 55 54 87 42 81 26
12841
Chris-June
A Model Context Protocol server that enables role-based context management for …
C 60 55 63 35 24 81 90
12842
szcharlesji
Real-time access to cryptocurrency data from the CoinMarketCap API.
C 60 66 82 65 0 37 83 90
12843
redhat-community-ai-tools
A ModelContextProvider server that enables secure querying of Red Hat internal …
C 60 55 54 43 23 81 95
12844
tomekkorbak
oura-mcp-server Claim 2
An MCP server for Oura, an app for tracking sleep
C 60 55 41 38 41 83 100
12845
amithmathew
Enables interaction with Google Maps services through the Model Context Protoco…
C 60 54 54 33 N/A 21 95 90
12846
DecisionsDev
Enables AI assistants to access and execute automated decision services from IB…
C 60 66 96 38 0 80 78 77
12847
zeloras
MyShows MCP Server Claim 1
A Model Context Protocol server that enables connecting LangChain or LangGraph …
C 60 55 33 41 59 81 95
12848
courtneyr-dev
Provides AI assistants with comprehensive access to WordPress Meta Trac data, e…
C 60 66 96 51 0 31 81 93
12849
R3verseIN
HackerMCP Claim
A module that enables AI assistants to access and utilize common penetration te…
C 60 54 48 25 N/A 42 95 94
12850
cegme
This MCP server enables users to interact with and analyze the dair-ai/emotion …
C 60 55 48 30 45 83 99
Showing 12801–12850 of 56925 servers
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