MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30088
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61801
siennag-mcp
Generates branded presentations in PowerPoint and HTML formats from a deck spec…
N/A N/A
61802
Akpughe
ultramem-mcp Claim
Give any MCP client durable, cross-session memory by exposing an UltraMem deplo…
61803
2yousefreda
Connects AI assistants to authentic Islamic content including Qur'an, Hadith, a…
61804
danielberhane
Bridges AI models with 24 years of Global Forest Watch data across 165+ countri…
N/A N/A
61805
Andreymi
An MCP server that breaks down complex concepts into fundamental logical compon…
N/A N/A
61806
bunq
An MCP server that connects AI assistants to the bunq Partner API, enabling nat…
N/A N/A
61807
GeekStewie
sf-mcp Claim
MCP server for Salesforce that exposes CLI, REST, Connect, Data 360, Bulk 2.0, …
61808
libraz
formulon-mcp Claim
MCP server for Excel-compatible formula evaluation and workbook operations, ena…
N/A N/A
61809
cannavis
Enables full-text search of macOS iMessages including link preview metadata. Wo…
N/A N/A
61810
jkjoplin
local-mcp Claim
Enables running MCP tools against local MLX models on your Mac, with hardware-a…
N/A N/A
61811
RobertoJoseph
An MCP server that gives AI assistants access to a curated database of Apple Ap…
N/A N/A
61812
JiayuuWang
A Type 4 OAuth MCP server for the Asana API, enabling AI assistants to manage w…
61813
pauloFroes
mcp-ffmpeg Claim
Enables local media processing (video/audio) using FFmpeg and FFprobe, allowing…
N/A N/A
61814
remorses
playwriter Claim
Connects to your running Chrome browser, enabling AI agents to automate it via …
61815
gangadharnitw
Semantic search and structured queries over IEEE 802.11 specifications, enablin…
N/A N/A
61816
jeromwolf
hotspot-MCP Claim
Enables Claude LLM to run HotSpot atmospheric dispersion simulations via natura…
N/A N/A
61817
Anurag7376
Generates custom React components following Shadcn UI standards with TypeScript…
N/A N/A
61818
deuxksy
Integrates with Steam Web API to enable querying user profiles, game libraries,…
61819
sonofakel
raggy-mcp Claim
Provides centralized, persistent memory and knowledge graph for AI agents via R…
N/A N/A
61820
stroupp
ATR Healer Claim
MCP server for self-healing Selenide + Cucumber regression tests, using AI to f…
N/A N/A
61821
knownsec
Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
N/A N/A
61822
yunusemregul
hac-mcp Claim
Provides AI assistants with programmatic access to SAP Commerce Cloud's Hybris …
N/A N/A
61823
emergentphysicslab
WaveGuard Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
81
61824
daedalus
mcp-snap7 Claim
Enables MCP clients to connect to and interact with Siemens PLCs via python-sna…
N/A N/A
61825
cmanohar
mcp-edgar Claim
Enables LLMs to access SEC EDGAR data: search filings, extract sections, pull s…
61826
fangshanzizhi
kimi-bridge Claim
An MCP server that enables WorkBuddy to invoke the kimi-code CLI locally via MC…
N/A N/A
61827
Mr-wang007s
Enables LLM Desktop clients to generate rich media content like PPT, HTML, and …
61828
usrivastava92
LLM-optimized MCP server for Obsidian vaults with surgical edits, hash-based co…
N/A N/A
61829
dhipskind253
mssql-mcp Claim
Read-only MCP server for Microsoft SQL Server that retrieves connection details…
61830
GuilhermeTavares13
Enables interactive chat with AI models via Anthropic API, supporting document …
N/A N/A
61831
lyzetam
Manages Supabase projects, databases, edge functions, secrets, and branches acr…
61832
Webotvurci-s-r-o
mcp-revelor Claim
Connects AI assistants to Revelor e-shop analytics, search configuration, and r…
N/A N/A
61833
wyl116
MCP server for parsing Chinese fuzzy time expressions (e.g., '昨天', '下午3点', '中秋节…
61834
Baptiste4321
Enables AI agents to convert Markdown into styled Word (.docx) documents, with …
N/A N/A
61835
alexruco
caveman-mcp Claim
MCP server that compresses markdown files into caveman-style prose, cutting tok…
N/A N/A
61836
alexanderop
Enables querying Plausible Analytics data for website statistics, traffic, enga…
61837
yigitkonur
example-mcp-server-streamable-http-stateless
81
61838
Hanzhi0807
A no-server MCP toolkit that organizes project wikis from Feishu documents, mes…
N/A N/A
61839
MCP-Mirror
Enables AI assistants to manage cloud infrastructure through natural language b…
81
61840
trickyfalcon
An MCP server for Microsoft Defender Advanced Hunting that enables AI assistant…
61841
LPFchan
obsidian-mcp Claim
Single-container MCP server for an Obsidian vault, providing 14 tools to manage…
N/A N/A
61842
santicalderon
An MCP server that gives Claude Code cross-session memory persisted to a plain …
N/A N/A
61843
thunderbit-com
Thunderbit MCP lets AI agents search, scrape, and extract structured data from …
61844
colbymchenry
CodeGraph Claim
Supercharges AI coding agents with a pre-indexed semantic code graph, enabling …
N/A N/A
61845
MacromNex
Enables protein structure prediction using the Chai-1 model via Docker, with to…
N/A N/A
61846
sigee-min
outline-mcp Claim
Connects MCP clients to Outline workspaces, enabling agents to safely read, upd…
61847
widgetstools
A local MCP server that scaffolds new React or Angular apps preloaded with the …
N/A N/A
61848
LakshmiSravyaVedantham
mcp-x Claim
Turns any CLI tool or REST API into an MCP server for Claude, enabling Claude t…
N/A N/A
61849
stopthegears
A remote MCP server that compresses long text contexts, stores compact reusable…
N/A N/A
61850
InfraMCP
Enables AI agents to securely manage and execute commands on remote Windows ser…
N/A N/A
Showing 61801–61850 of 62098 servers